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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1403.1023 | Kobi Cohen | Kobi Cohen and Qing Zhao | Active Hypothesis Testing for Quickest Anomaly Detection | 46 pages, 3 figures, part of this work was presented at the
Information Theory and Applications (ITA) Workshop, Feb. 2014 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The problem of quickest detection of an anomalous process among M processes
is considered. At each time, a subset of the processes can be observed, and the
observations from each chosen process follow two different distributions,
depending on whether the process is normal or abnormal. The objective is a
sequential se... | [
{
"created": "Wed, 5 Mar 2014 07:21:05 GMT",
"version": "v1"
},
{
"created": "Wed, 8 Oct 2014 07:38:23 GMT",
"version": "v2"
}
] | 2014-10-09 | [
[
"Cohen",
"Kobi",
""
],
[
"Zhao",
"Qing",
""
]
] | The problem of quickest detection of an anomalous process among M processes is considered. At each time, a subset of the processes can be observed, and the observations from each chosen process follow two different distributions, depending on whether the process is normal or abnormal. The objective is a sequential sear... |
1709.09013 | Jose Oliveira Prof | J.N. Oliveira | Programming from Metaphorisms | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents a study of the metaphorism pattern of relational
specification, showing how it can be refined into recursive programs.
Metaphorisms express input-output relationships which preserve relevant
information while at the same time some intended optimization takes place. Text
processing, sorting, repres... | [
{
"created": "Tue, 19 Sep 2017 15:09:06 GMT",
"version": "v1"
}
] | 2017-09-27 | [
[
"Oliveira",
"J. N.",
""
]
] | This paper presents a study of the metaphorism pattern of relational specification, showing how it can be refined into recursive programs. Metaphorisms express input-output relationships which preserve relevant information while at the same time some intended optimization takes place. Text processing, sorting, represen... |
2408.02684 | Guanchao Feng | Guanchao Feng, Dhruv Desai, Stefano Pasquali and Dhagash Mehta | Open Set Recognition for Random Forest | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In many real-world classification or recognition tasks, it is often difficult
to collect training examples that exhaust all possible classes due to, for
example, incomplete knowledge during training or ever changing regimes.
Therefore, samples from unknown/novel classes may be encountered in
testing/deployment. In su... | [
{
"created": "Thu, 1 Aug 2024 04:21:14 GMT",
"version": "v1"
}
] | 2024-08-07 | [
[
"Feng",
"Guanchao",
""
],
[
"Desai",
"Dhruv",
""
],
[
"Pasquali",
"Stefano",
""
],
[
"Mehta",
"Dhagash",
""
]
] | In many real-world classification or recognition tasks, it is often difficult to collect training examples that exhaust all possible classes due to, for example, incomplete knowledge during training or ever changing regimes. Therefore, samples from unknown/novel classes may be encountered in testing/deployment. In such... |
1708.04748 | Steven Goldfeder | Steven Goldfeder, Harry Kalodner, Dillon Reisman, Arvind Narayanan | When the cookie meets the blockchain: Privacy risks of web payments via
cryptocurrencies | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We show how third-party web trackers can deanonymize users of
cryptocurrencies. We present two distinct but complementary attacks. On most
shopping websites, third party trackers receive information about user
purchases for purposes of advertising and analytics. We show that, if the user
pays using a cryptocurrency, ... | [
{
"created": "Wed, 16 Aug 2017 02:18:03 GMT",
"version": "v1"
}
] | 2017-08-17 | [
[
"Goldfeder",
"Steven",
""
],
[
"Kalodner",
"Harry",
""
],
[
"Reisman",
"Dillon",
""
],
[
"Narayanan",
"Arvind",
""
]
] | We show how third-party web trackers can deanonymize users of cryptocurrencies. We present two distinct but complementary attacks. On most shopping websites, third party trackers receive information about user purchases for purposes of advertising and analytics. We show that, if the user pays using a cryptocurrency, tr... |
1904.12427 | Nicole Wein | Shay Solomon and Nicole Wein | Improved Dynamic Graph Coloring | Appeared in ESA 2018 | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper studies the fundamental problem of graph coloring in fully dynamic
graphs. Since the problem of computing an optimal coloring, or even
approximating it to within $n^{1-\epsilon}$ for any $\epsilon > 0$, is NP-hard
in static graphs, there is no hope to achieve any meaningful computational
results for genera... | [
{
"created": "Mon, 29 Apr 2019 02:45:41 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Jan 2020 18:07:01 GMT",
"version": "v2"
},
{
"created": "Fri, 19 Jun 2020 18:44:31 GMT",
"version": "v3"
}
] | 2020-06-23 | [
[
"Solomon",
"Shay",
""
],
[
"Wein",
"Nicole",
""
]
] | This paper studies the fundamental problem of graph coloring in fully dynamic graphs. Since the problem of computing an optimal coloring, or even approximating it to within $n^{1-\epsilon}$ for any $\epsilon > 0$, is NP-hard in static graphs, there is no hope to achieve any meaningful computational results for general ... |
2408.00355 | Yu Xie | Yu Xie, Qian Qiao, Jun Gao, Tianxiang Wu, Shaoyao Huang, Jiaqing Fan,
Ziqiang Cao, Zili Wang, Yue Zhang, Jielei Zhang, Huyang Sun | DNTextSpotter: Arbitrary-Shaped Scene Text Spotting via Improved
Denoising Training | Accepted by ACMMM2024 | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by/4.0/ | More and more end-to-end text spotting methods based on Transformer
architecture have demonstrated superior performance. These methods utilize a
bipartite graph matching algorithm to perform one-to-one optimal matching
between predicted objects and actual objects. However, the instability of
bipartite graph matching ... | [
{
"created": "Thu, 1 Aug 2024 07:52:07 GMT",
"version": "v1"
}
] | 2024-08-02 | [
[
"Xie",
"Yu",
""
],
[
"Qiao",
"Qian",
""
],
[
"Gao",
"Jun",
""
],
[
"Wu",
"Tianxiang",
""
],
[
"Huang",
"Shaoyao",
""
],
[
"Fan",
"Jiaqing",
""
],
[
"Cao",
"Ziqiang",
""
],
[
"Wang",
"Zili",
... | More and more end-to-end text spotting methods based on Transformer architecture have demonstrated superior performance. These methods utilize a bipartite graph matching algorithm to perform one-to-one optimal matching between predicted objects and actual objects. However, the instability of bipartite graph matching ca... |
1312.4853 | Philip Healy | Philip Healy, Stefan Meyer, John Morrison, Theo Lynn, Ashkan Paya, Dan
C. Marinescu | Bid-Centric Cloud Service Provisioning | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Bid-centric service descriptions have the potential to offer a new cloud
service provisioning model that promotes portability, diversity of choice and
differentiation between providers. A bid matching model based on requirements
and capabilities is presented that provides the basis for such an approach. In
order to f... | [
{
"created": "Tue, 17 Dec 2013 16:33:14 GMT",
"version": "v1"
}
] | 2013-12-18 | [
[
"Healy",
"Philip",
""
],
[
"Meyer",
"Stefan",
""
],
[
"Morrison",
"John",
""
],
[
"Lynn",
"Theo",
""
],
[
"Paya",
"Ashkan",
""
],
[
"Marinescu",
"Dan C.",
""
]
] | Bid-centric service descriptions have the potential to offer a new cloud service provisioning model that promotes portability, diversity of choice and differentiation between providers. A bid matching model based on requirements and capabilities is presented that provides the basis for such an approach. In order to fac... |
2208.08015 | Huali Xu | Huali Xu, Shuaifeng Zhi, Li Liu | Cross-Domain Few-Shot Classification via Inter-Source Stylization | 5 pages | Published at ICIP 2023 | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | The goal of Cross-Domain Few-Shot Classification (CDFSC) is to accurately
classify a target dataset with limited labelled data by exploiting the
knowledge of a richly labelled auxiliary dataset, despite the differences
between the domains of the two datasets. Some existing approaches require
labelled samples from mul... | [
{
"created": "Wed, 17 Aug 2022 01:44:32 GMT",
"version": "v1"
},
{
"created": "Tue, 29 Aug 2023 09:05:58 GMT",
"version": "v2"
}
] | 2023-08-30 | [
[
"Xu",
"Huali",
""
],
[
"Zhi",
"Shuaifeng",
""
],
[
"Liu",
"Li",
""
]
] | The goal of Cross-Domain Few-Shot Classification (CDFSC) is to accurately classify a target dataset with limited labelled data by exploiting the knowledge of a richly labelled auxiliary dataset, despite the differences between the domains of the two datasets. Some existing approaches require labelled samples from multi... |
2211.05213 | Shengchao Liu | Shengchao Liu, David Vazquez, Jian Tang, Pierre-Andr\'e No\"el | Flaky Performances when Pretraining on Relational Databases | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We explore the downstream task performances for graph neural network (GNN)
self-supervised learning (SSL) methods trained on subgraphs extracted from
relational databases (RDBs). Intuitively, this joint use of SSL and GNNs should
allow to leverage more of the available data, which could translate to better
results. H... | [
{
"created": "Wed, 9 Nov 2022 21:50:41 GMT",
"version": "v1"
}
] | 2023-02-10 | [
[
"Liu",
"Shengchao",
""
],
[
"Vazquez",
"David",
""
],
[
"Tang",
"Jian",
""
],
[
"Noël",
"Pierre-André",
""
]
] | We explore the downstream task performances for graph neural network (GNN) self-supervised learning (SSL) methods trained on subgraphs extracted from relational databases (RDBs). Intuitively, this joint use of SSL and GNNs should allow to leverage more of the available data, which could translate to better results. How... |
2205.04550 | Ivan Ezhov | Ivan Ezhov, Marcel Rosier, Lucas Zimmer, Florian Kofler, Suprosanna
Shit, Johannes Paetzold, Kevin Scibilia, Leon Maechler, Katharina Franitza,
Tamaz Amiranashvili, Martin J. Menten, Marie Metz, Sailesh Conjeti, Benedikt
Wiestler, Bjoern Menze | A for-loop is all you need. For solving the inverse problem in the case
of personalized tumor growth modeling | null | null | null | null | cs.CE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Solving the inverse problem is the key step in evaluating the capacity of a
physical model to describe real phenomena. In medical image computing, it
aligns with the classical theme of image-based model personalization.
Traditionally, a solution to the problem is obtained by performing either
sampling or variational ... | [
{
"created": "Mon, 9 May 2022 20:53:01 GMT",
"version": "v1"
},
{
"created": "Wed, 11 May 2022 12:58:08 GMT",
"version": "v2"
},
{
"created": "Mon, 11 Jul 2022 16:17:17 GMT",
"version": "v3"
}
] | 2022-07-12 | [
[
"Ezhov",
"Ivan",
""
],
[
"Rosier",
"Marcel",
""
],
[
"Zimmer",
"Lucas",
""
],
[
"Kofler",
"Florian",
""
],
[
"Shit",
"Suprosanna",
""
],
[
"Paetzold",
"Johannes",
""
],
[
"Scibilia",
"Kevin",
""
],
[
... | Solving the inverse problem is the key step in evaluating the capacity of a physical model to describe real phenomena. In medical image computing, it aligns with the classical theme of image-based model personalization. Traditionally, a solution to the problem is obtained by performing either sampling or variational in... |
cs/0609013 | Frederic Blanqui | Fr\'ed\'eric Blanqui (INRIA Lorraine - LORIA), Colin Riba (INRIA
Lorraine - LORIA) | Combining typing and size constraints for checking the termination of
higher-order conditional rewrite systems | null | Dans 13th International Conference on Logic for Programming,
Artificial Intelligence and Reasoning - LPAR 2006 | null | null | cs.LO | null | In a previous work, the first author extended to higher-order rewriting and
dependent types the use of size annotations in types, a termination proof
technique called type or size based termination and initially developed for
ML-like programs. Here, we go one step further by considering conditional
rewriting and expl... | [
{
"created": "Tue, 5 Sep 2006 14:23:38 GMT",
"version": "v1"
},
{
"created": "Mon, 11 Sep 2006 11:57:50 GMT",
"version": "v2"
}
] | 2016-08-16 | [
[
"Blanqui",
"Frédéric",
"",
"INRIA Lorraine - LORIA"
],
[
"Riba",
"Colin",
"",
"INRIA\n Lorraine - LORIA"
]
] | In a previous work, the first author extended to higher-order rewriting and dependent types the use of size annotations in types, a termination proof technique called type or size based termination and initially developed for ML-like programs. Here, we go one step further by considering conditional rewriting and explic... |
2208.08235 | Rahul Gopinath | Lukas Kirschner, Ezekiel Soremekun, Rahul Gopinath, Andreas Zeller | Input Repair via Synthesis and Lightweight Error Feedback | null | null | null | null | cs.SE cs.PL | http://creativecommons.org/licenses/by/4.0/ | Often times, input data may ostensibly conform to a given input format, but
cannot be parsed by a conforming program, for instance, due to human error or
data corruption. In such cases, a data engineer is tasked with input repair,
i.e., she has to manually repair the corrupt data such that it follows a given
format, ... | [
{
"created": "Wed, 17 Aug 2022 11:29:16 GMT",
"version": "v1"
}
] | 2022-08-18 | [
[
"Kirschner",
"Lukas",
""
],
[
"Soremekun",
"Ezekiel",
""
],
[
"Gopinath",
"Rahul",
""
],
[
"Zeller",
"Andreas",
""
]
] | Often times, input data may ostensibly conform to a given input format, but cannot be parsed by a conforming program, for instance, due to human error or data corruption. In such cases, a data engineer is tasked with input repair, i.e., she has to manually repair the corrupt data such that it follows a given format, an... |
1909.09251 | Eric Wallace | Eric Wallace, Jens Tuyls, Junlin Wang, Sanjay Subramanian, Matt
Gardner, Sameer Singh | AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models | EMNLP 2019 Demo | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Neural NLP models are increasingly accurate but are imperfect and
opaque---they break in counterintuitive ways and leave end users puzzled at
their behavior. Model interpretation methods ameliorate this opacity by
providing explanations for specific model predictions. Unfortunately, existing
interpretation codebases ... | [
{
"created": "Thu, 19 Sep 2019 22:35:36 GMT",
"version": "v1"
}
] | 2019-09-23 | [
[
"Wallace",
"Eric",
""
],
[
"Tuyls",
"Jens",
""
],
[
"Wang",
"Junlin",
""
],
[
"Subramanian",
"Sanjay",
""
],
[
"Gardner",
"Matt",
""
],
[
"Singh",
"Sameer",
""
]
] | Neural NLP models are increasingly accurate but are imperfect and opaque---they break in counterintuitive ways and leave end users puzzled at their behavior. Model interpretation methods ameliorate this opacity by providing explanations for specific model predictions. Unfortunately, existing interpretation codebases ma... |
1502.03163 | Yuancheng Luo | Yuancheng Luo, Dmitry N. Zotkin, Ramani Duraiswami | Gaussian Process Models for HRTF based Sound-Source Localization and
Active-Learning | 11 pages | null | null | null | cs.SD cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | From a machine learning perspective, the human ability localize sounds can be
modeled as a non-parametric and non-linear regression problem between binaural
spectral features of sound received at the ears (input) and their sound-source
directions (output). The input features can be summarized in terms of the
individu... | [
{
"created": "Wed, 11 Feb 2015 00:55:14 GMT",
"version": "v1"
}
] | 2015-02-12 | [
[
"Luo",
"Yuancheng",
""
],
[
"Zotkin",
"Dmitry N.",
""
],
[
"Duraiswami",
"Ramani",
""
]
] | From a machine learning perspective, the human ability localize sounds can be modeled as a non-parametric and non-linear regression problem between binaural spectral features of sound received at the ears (input) and their sound-source directions (output). The input features can be summarized in terms of the individual... |
1707.06126 | Hendrik Fichtenberger | Hendrik Fichtenberger, Reut Levi, Yadu Vasudev, Maximilian W\"otzel | A Sublinear Tester for Outerplanarity (and Other Forbidden Minors) With
One-Sided Error | extended to testing outerplanarity, full version of ICALP paper | 45th International Colloquium on Automata, Languages, and
Programming (ICALP), pages 52:1-52:14, 2018 | 10.4230/LIPIcs.ICALP.2018.52 | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider one-sided error property testing of $\mathcal{F}$-minor freeness
in bounded-degree graphs for any finite family of graphs $\mathcal{F}$ that
contains a minor of $K_{2,k}$, the $k$-circus graph, or the $(k\times 2)$-grid
for any $k\in\mathbb{N}$. This includes, for instance, testing whether a graph
is oute... | [
{
"created": "Wed, 19 Jul 2017 14:44:55 GMT",
"version": "v1"
},
{
"created": "Thu, 20 Jul 2017 12:31:46 GMT",
"version": "v2"
},
{
"created": "Fri, 23 Feb 2018 12:16:38 GMT",
"version": "v3"
},
{
"created": "Wed, 8 Aug 2018 08:07:45 GMT",
"version": "v4"
}
] | 2018-08-09 | [
[
"Fichtenberger",
"Hendrik",
""
],
[
"Levi",
"Reut",
""
],
[
"Vasudev",
"Yadu",
""
],
[
"Wötzel",
"Maximilian",
""
]
] | We consider one-sided error property testing of $\mathcal{F}$-minor freeness in bounded-degree graphs for any finite family of graphs $\mathcal{F}$ that contains a minor of $K_{2,k}$, the $k$-circus graph, or the $(k\times 2)$-grid for any $k\in\mathbb{N}$. This includes, for instance, testing whether a graph is outerp... |
2312.06532 | Giacomo Pedretti | Lei Zhao, Luca Buonanno, Ron M. Roth, Sergey Serebryakov, Archit
Gajjar, John Moon, Jim Ignowski, Giacomo Pedretti | RACE-IT: A Reconfigurable Analog CAM-Crossbar Engine for In-Memory
Transformer Acceleration | null | null | null | null | cs.AR cs.ET cs.LG | http://creativecommons.org/licenses/by/4.0/ | Transformer models represent the cutting edge of Deep Neural Networks (DNNs)
and excel in a wide range of machine learning tasks. However, processing these
models demands significant computational resources and results in a substantial
memory footprint. While In-memory Computing (IMC) offers promise for
accelerating ... | [
{
"created": "Wed, 29 Nov 2023 22:45:39 GMT",
"version": "v1"
}
] | 2023-12-12 | [
[
"Zhao",
"Lei",
""
],
[
"Buonanno",
"Luca",
""
],
[
"Roth",
"Ron M.",
""
],
[
"Serebryakov",
"Sergey",
""
],
[
"Gajjar",
"Archit",
""
],
[
"Moon",
"John",
""
],
[
"Ignowski",
"Jim",
""
],
[
"Pedretti... | Transformer models represent the cutting edge of Deep Neural Networks (DNNs) and excel in a wide range of machine learning tasks. However, processing these models demands significant computational resources and results in a substantial memory footprint. While In-memory Computing (IMC) offers promise for accelerating Ma... |
2102.11345 | Alberto Purpura | Alberto Purpura, Karolina Buchner, Gianmaria Silvello, Gian Antonio
Susto | Neural Feature Selection for Learning to Rank | null | null | null | null | cs.IR | http://creativecommons.org/licenses/by/4.0/ | LEarning TO Rank (LETOR) is a research area in the field of Information
Retrieval (IR) where machine learning models are employed to rank a set of
items. In the past few years, neural LETOR approaches have become a competitive
alternative to traditional ones like LambdaMART. However, neural architectures
performance ... | [
{
"created": "Mon, 22 Feb 2021 20:38:41 GMT",
"version": "v1"
}
] | 2021-02-24 | [
[
"Purpura",
"Alberto",
""
],
[
"Buchner",
"Karolina",
""
],
[
"Silvello",
"Gianmaria",
""
],
[
"Susto",
"Gian Antonio",
""
]
] | LEarning TO Rank (LETOR) is a research area in the field of Information Retrieval (IR) where machine learning models are employed to rank a set of items. In the past few years, neural LETOR approaches have become a competitive alternative to traditional ones like LambdaMART. However, neural architectures performance gr... |
2402.13936 | Antoine Chaffin | Antoine Chaffin, Ewa Kijak, Vincent Claveau | Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP
Guided Reinforcement Learning | null | null | null | null | cs.CL cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Training image captioning models using teacher forcing results in very
generic samples, whereas more distinctive captions can be very useful in
retrieval applications or to produce alternative texts describing images for
accessibility. Reinforcement Learning (RL) allows to use cross-modal retrieval
similarity score b... | [
{
"created": "Wed, 21 Feb 2024 17:05:06 GMT",
"version": "v1"
}
] | 2024-02-22 | [
[
"Chaffin",
"Antoine",
""
],
[
"Kijak",
"Ewa",
""
],
[
"Claveau",
"Vincent",
""
]
] | Training image captioning models using teacher forcing results in very generic samples, whereas more distinctive captions can be very useful in retrieval applications or to produce alternative texts describing images for accessibility. Reinforcement Learning (RL) allows to use cross-modal retrieval similarity score bet... |
2402.19416 | Filipe Borges Teixeira | Filipe B. Teixeira, Manuel Ricardo, Andr\'e Coelho, H\'elder P.
Oliveira, Paula Viana, Nuno Paulino, Helder Fontes, Paulo Marques, Rui
Campos, and Luis M. Pessoa | Vision-Radio Experimental Infrastructure Architecture Towards 6G | 6 pages, 5 figures | null | null | null | cs.NI eess.SP | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Telecommunications and computer vision have evolved separately so far. Yet,
with the shift to sub-terahertz (sub-THz) and terahertz (THz) radio
communications, there is an opportunity to explore computer vision technologies
together with radio communications, considering the dependency of both
technologies on Line of... | [
{
"created": "Thu, 29 Feb 2024 18:14:11 GMT",
"version": "v1"
},
{
"created": "Fri, 12 Apr 2024 13:45:21 GMT",
"version": "v2"
}
] | 2024-04-15 | [
[
"Teixeira",
"Filipe B.",
""
],
[
"Ricardo",
"Manuel",
""
],
[
"Coelho",
"André",
""
],
[
"Oliveira",
"Hélder P.",
""
],
[
"Viana",
"Paula",
""
],
[
"Paulino",
"Nuno",
""
],
[
"Fontes",
"Helder",
""
],
[... | Telecommunications and computer vision have evolved separately so far. Yet, with the shift to sub-terahertz (sub-THz) and terahertz (THz) radio communications, there is an opportunity to explore computer vision technologies together with radio communications, considering the dependency of both technologies on Line of S... |
2306.01980 | Siyu Teng | Long Chen, Siyu Teng, Bai Li, Xiaoxiang Na, Yuchen Li, Zixuan Li,
Jinjun Wang, Dongpu Cao, Nanning Zheng, and Fei-Yue Wang | Milestones in Autonomous Driving and Intelligent Vehicles Part II:
Perception and Planning | 17pages, 6figures. IEEE Transactions on Systems, Man, and
Cybernetics: Systems. arXiv admin note: text overlap with arXiv:2303.09824 | null | 10.1109/TSMC.2023.3283021. | null | cs.RO cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Growing interest in autonomous driving (AD) and intelligent vehicles (IVs) is
fueled by their promise for enhanced safety, efficiency, and economic benefits.
While previous surveys have captured progress in this field, a comprehensive
and forward-looking summary is needed. Our work fills this gap through three
distin... | [
{
"created": "Sat, 3 Jun 2023 02:23:04 GMT",
"version": "v1"
}
] | 2023-06-12 | [
[
"Chen",
"Long",
""
],
[
"Teng",
"Siyu",
""
],
[
"Li",
"Bai",
""
],
[
"Na",
"Xiaoxiang",
""
],
[
"Li",
"Yuchen",
""
],
[
"Li",
"Zixuan",
""
],
[
"Wang",
"Jinjun",
""
],
[
"Cao",
"Dongpu",
""
... | Growing interest in autonomous driving (AD) and intelligent vehicles (IVs) is fueled by their promise for enhanced safety, efficiency, and economic benefits. While previous surveys have captured progress in this field, a comprehensive and forward-looking summary is needed. Our work fills this gap through three distinct... |
1707.07872 | Ki Yung Ahn | Ki Yung Ahn | An Executable Specification of Typing Rules for Extensible Records based
on Row Polymorphism | null | null | null | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Type inference is an application domain that is a natural fit for logic
programming (LP). LP systems natively support unification, which serves as a
basic building block of typical type inference algorithms. In particular,
polymorphic type inference in the Hindley--Milner type system (HM) can be
succinctly specified ... | [
{
"created": "Tue, 25 Jul 2017 09:36:10 GMT",
"version": "v1"
},
{
"created": "Tue, 12 Sep 2017 02:57:44 GMT",
"version": "v2"
}
] | 2017-09-13 | [
[
"Ahn",
"Ki Yung",
""
]
] | Type inference is an application domain that is a natural fit for logic programming (LP). LP systems natively support unification, which serves as a basic building block of typical type inference algorithms. In particular, polymorphic type inference in the Hindley--Milner type system (HM) can be succinctly specified an... |
2209.08614 | Megan Witherow | Megan A. Witherow, Manar D. Samad, Norou Diawara, Haim Y. Bar, and
Khan M. Iftekharuddin | Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark
Features | 12 pages, 10 figures | IEEE Transactions on Affective Computing, 2023 | 10.1109/TAFFC.2023.3297075 | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Imaging of facial affects may be used to measure psychophysiological
attributes of children through their adulthood for applications in education,
healthcare, and entertainment, among others. Deep convolutional neural networks
show promising results in classifying facial expressions of adults. However,
classifier mod... | [
{
"created": "Sun, 18 Sep 2022 17:29:36 GMT",
"version": "v1"
},
{
"created": "Tue, 12 Mar 2024 20:31:49 GMT",
"version": "v2"
}
] | 2024-03-15 | [
[
"Witherow",
"Megan A.",
""
],
[
"Samad",
"Manar D.",
""
],
[
"Diawara",
"Norou",
""
],
[
"Bar",
"Haim Y.",
""
],
[
"Iftekharuddin",
"Khan M.",
""
]
] | Imaging of facial affects may be used to measure psychophysiological attributes of children through their adulthood for applications in education, healthcare, and entertainment, among others. Deep convolutional neural networks show promising results in classifying facial expressions of adults. However, classifier model... |
2209.09513 | Pan Lu | Pan Lu, Swaroop Mishra, Tony Xia, Liang Qiu, Kai-Wei Chang, Song-Chun
Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan | Learn to Explain: Multimodal Reasoning via Thought Chains for Science
Question Answering | Accepted to NeurIPS 2022. 22 pages, 17 figures, 9 tables. Project:
https://scienceqa.github.io | null | null | null | cs.CL cs.AI cs.CV cs.LG cs.MM | http://creativecommons.org/licenses/by/4.0/ | When answering a question, humans utilize the information available across
different modalities to synthesize a consistent and complete chain of thought
(CoT). This process is normally a black box in the case of deep learning models
like large-scale language models. Recently, science question benchmarks have
been use... | [
{
"created": "Tue, 20 Sep 2022 07:04:24 GMT",
"version": "v1"
},
{
"created": "Mon, 17 Oct 2022 07:46:47 GMT",
"version": "v2"
}
] | 2022-10-18 | [
[
"Lu",
"Pan",
""
],
[
"Mishra",
"Swaroop",
""
],
[
"Xia",
"Tony",
""
],
[
"Qiu",
"Liang",
""
],
[
"Chang",
"Kai-Wei",
""
],
[
"Zhu",
"Song-Chun",
""
],
[
"Tafjord",
"Oyvind",
""
],
[
"Clark",
"Pe... | When answering a question, humans utilize the information available across different modalities to synthesize a consistent and complete chain of thought (CoT). This process is normally a black box in the case of deep learning models like large-scale language models. Recently, science question benchmarks have been used ... |
2309.13925 | Tongtong Yuan | Tongtong Yuan, Xuange Zhang, Kun Liu, Bo Liu, Chen Chen, Jian Jin,
Zhenzhen Jiao | Towards Surveillance Video-and-Language Understanding: New Dataset,
Baselines, and Challenges | null | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Surveillance videos are an essential component of daily life with various
critical applications, particularly in public security. However, current
surveillance video tasks mainly focus on classifying and localizing anomalous
events. Existing methods are limited to detecting and classifying the
predefined events with ... | [
{
"created": "Mon, 25 Sep 2023 07:46:56 GMT",
"version": "v1"
},
{
"created": "Mon, 4 Dec 2023 13:34:01 GMT",
"version": "v2"
}
] | 2023-12-05 | [
[
"Yuan",
"Tongtong",
""
],
[
"Zhang",
"Xuange",
""
],
[
"Liu",
"Kun",
""
],
[
"Liu",
"Bo",
""
],
[
"Chen",
"Chen",
""
],
[
"Jin",
"Jian",
""
],
[
"Jiao",
"Zhenzhen",
""
]
] | Surveillance videos are an essential component of daily life with various critical applications, particularly in public security. However, current surveillance video tasks mainly focus on classifying and localizing anomalous events. Existing methods are limited to detecting and classifying the predefined events with un... |
2107.00123 | Ali Ayub | Ali Ayub, Huiqing Hu, Guangwei Zhou, Carter Fendley, Crystal Ramsay,
Kathy Lou Jackson, Alan R. Wagner | If you Cheat, I Cheat: Cheating on a Collaborative Task with a Social
Robot | Accepted at IEEE International Conference on Robot and Human
Interactive Communication (ROMAN), 2021 | null | null | null | cs.HC cs.RO | http://creativecommons.org/licenses/by/4.0/ | Robots may soon play a role in higher education by augmenting learning
environments and managing interactions between instructors and learners.
Little, however, is known about how the presence of robots in the learning
environment will influence academic integrity. This study therefore
investigates if and how college... | [
{
"created": "Wed, 30 Jun 2021 22:11:59 GMT",
"version": "v1"
}
] | 2021-07-02 | [
[
"Ayub",
"Ali",
""
],
[
"Hu",
"Huiqing",
""
],
[
"Zhou",
"Guangwei",
""
],
[
"Fendley",
"Carter",
""
],
[
"Ramsay",
"Crystal",
""
],
[
"Jackson",
"Kathy Lou",
""
],
[
"Wagner",
"Alan R.",
""
]
] | Robots may soon play a role in higher education by augmenting learning environments and managing interactions between instructors and learners. Little, however, is known about how the presence of robots in the learning environment will influence academic integrity. This study therefore investigates if and how college s... |
2212.05326 | Hai Wu | Hai Wu, Ruifei He, Haoru Tan, Xiaojuan Qi and Kaibin Huang | Vertical Layering of Quantized Neural Networks for Heterogeneous
Inference | Submitted to IEEE for possible publication | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Although considerable progress has been obtained in neural network
quantization for efficient inference, existing methods are not scalable to
heterogeneous devices as one dedicated model needs to be trained, transmitted,
and stored for one specific hardware setting, incurring considerable costs in
model training and ... | [
{
"created": "Sat, 10 Dec 2022 15:57:38 GMT",
"version": "v1"
}
] | 2022-12-13 | [
[
"Wu",
"Hai",
""
],
[
"He",
"Ruifei",
""
],
[
"Tan",
"Haoru",
""
],
[
"Qi",
"Xiaojuan",
""
],
[
"Huang",
"Kaibin",
""
]
] | Although considerable progress has been obtained in neural network quantization for efficient inference, existing methods are not scalable to heterogeneous devices as one dedicated model needs to be trained, transmitted, and stored for one specific hardware setting, incurring considerable costs in model training and ma... |
1407.7276 | Philipp Mayr | Zeljko Carevic, Philipp Mayr | Recommender Systems using Pennant Diagrams in Digital Libraries | 3 pages, paper accepted for the 13th European Networked Knowledge
Organization Systems (NKOS) Workshop | null | null | null | cs.DL cs.HC cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In digital libraries recommendations can be valuable for researchers, e.g.
recommending related literature to a given context. Typically, in a scientific
context the simple presentation of related content is not sufficient. Often the
users demand a more detailed view on the connection of a document and its
specific r... | [
{
"created": "Sun, 27 Jul 2014 19:39:55 GMT",
"version": "v1"
}
] | 2014-07-29 | [
[
"Carevic",
"Zeljko",
""
],
[
"Mayr",
"Philipp",
""
]
] | In digital libraries recommendations can be valuable for researchers, e.g. recommending related literature to a given context. Typically, in a scientific context the simple presentation of related content is not sufficient. Often the users demand a more detailed view on the connection of a document and its specific rec... |
1608.05768 | Yuhan Zhou | Yuhan Zhou, Yinfei Xu, Wei Yu, Jun Chen | On Optimal Fronthaul Compression and Decoding Strategies for Uplink
Cloud Radio Access Networks | Accepted for publication in IEEE Transactions on Information Theory,
2016 | null | 10.1109/TIT.2016.2617862 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper investigates the compress-and-forward scheme for an uplink cloud
radio access network (C-RAN) model, where multi-antenna base-stations (BSs) are
connected to a cloud-computing based central processor (CP) via
capacity-limited fronthaul links. The BSs compress the received signals with
Wyner-Ziv coding and ... | [
{
"created": "Sat, 20 Aug 2016 01:31:42 GMT",
"version": "v1"
},
{
"created": "Sun, 28 Aug 2016 20:36:06 GMT",
"version": "v2"
},
{
"created": "Wed, 12 Oct 2016 06:28:17 GMT",
"version": "v3"
}
] | 2016-11-18 | [
[
"Zhou",
"Yuhan",
""
],
[
"Xu",
"Yinfei",
""
],
[
"Yu",
"Wei",
""
],
[
"Chen",
"Jun",
""
]
] | This paper investigates the compress-and-forward scheme for an uplink cloud radio access network (C-RAN) model, where multi-antenna base-stations (BSs) are connected to a cloud-computing based central processor (CP) via capacity-limited fronthaul links. The BSs compress the received signals with Wyner-Ziv coding and se... |
2305.11400 | Cat Le | Cat P. Le, Juncheng Dong, Ahmed Aloui, Vahid Tarokh | Mode-Aware Continual Learning for Conditional Generative Adversarial
Networks | null | null | null | null | cs.LG stat.ML | http://creativecommons.org/licenses/by/4.0/ | The main challenge in continual learning for generative models is to
effectively learn new target modes with limited samples while preserving
previously learned ones. To this end, we introduce a new continual learning
approach for conditional generative adversarial networks by leveraging a
mode-affinity score specifi... | [
{
"created": "Fri, 19 May 2023 03:00:31 GMT",
"version": "v1"
},
{
"created": "Tue, 30 May 2023 02:50:45 GMT",
"version": "v2"
},
{
"created": "Sat, 23 Sep 2023 17:27:05 GMT",
"version": "v3"
}
] | 2023-09-26 | [
[
"Le",
"Cat P.",
""
],
[
"Dong",
"Juncheng",
""
],
[
"Aloui",
"Ahmed",
""
],
[
"Tarokh",
"Vahid",
""
]
] | The main challenge in continual learning for generative models is to effectively learn new target modes with limited samples while preserving previously learned ones. To this end, we introduce a new continual learning approach for conditional generative adversarial networks by leveraging a mode-affinity score specifica... |
1504.06314 | Siddharth Barman | Siddharth Barman and Katrina Ligett | Finding Any Nontrivial Coarse Correlated Equilibrium Is Hard | 21 pages | null | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | One of the most appealing aspects of the (coarse) correlated equilibrium
concept is that natural dynamics quickly arrive at approximations of such
equilibria, even in games with many players. In addition, there exist
polynomial-time algorithms that compute exact (coarse) correlated equilibria.
In light of these resul... | [
{
"created": "Thu, 23 Apr 2015 19:54:51 GMT",
"version": "v1"
}
] | 2015-04-24 | [
[
"Barman",
"Siddharth",
""
],
[
"Ligett",
"Katrina",
""
]
] | One of the most appealing aspects of the (coarse) correlated equilibrium concept is that natural dynamics quickly arrive at approximations of such equilibria, even in games with many players. In addition, there exist polynomial-time algorithms that compute exact (coarse) correlated equilibria. In light of these results... |
2406.19626 | Shashank Reddy Chirra | Shashank Reddy Chirra, Pradeep Varakantham, Praveen Paruchuri | Safety through feedback in Constrained RL | null | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | In safety-critical RL settings, the inclusion of an additional cost function
is often favoured over the arduous task of modifying the reward function to
ensure the agent's safe behaviour. However, designing or evaluating such a cost
function can be prohibitively expensive. For instance, in the domain of
self-driving,... | [
{
"created": "Fri, 28 Jun 2024 03:29:33 GMT",
"version": "v1"
}
] | 2024-07-01 | [
[
"Chirra",
"Shashank Reddy",
""
],
[
"Varakantham",
"Pradeep",
""
],
[
"Paruchuri",
"Praveen",
""
]
] | In safety-critical RL settings, the inclusion of an additional cost function is often favoured over the arduous task of modifying the reward function to ensure the agent's safe behaviour. However, designing or evaluating such a cost function can be prohibitively expensive. For instance, in the domain of self-driving, d... |
2301.03656 | Sajjadur Rahman | Sajjadur Rahman, Hannah Kim, Dan Zhang, Estevam Hruschka, Eser
Kandogan | Towards Multifaceted Human-Centered AI | Workshop on Human-Centered AI at NeurIPS 2022 | null | null | null | cs.DB cs.AI cs.HC | http://creativecommons.org/licenses/by-sa/4.0/ | Human-centered AI workflows involve stakeholders with multiple roles
interacting with each other and automated agents to accomplish diverse tasks.
In this paper, we call for a holistic view when designing support mechanisms,
such as interaction paradigms, interfaces, and systems, for these multifaceted
workflows.
| [
{
"created": "Mon, 9 Jan 2023 19:56:47 GMT",
"version": "v1"
}
] | 2023-01-11 | [
[
"Rahman",
"Sajjadur",
""
],
[
"Kim",
"Hannah",
""
],
[
"Zhang",
"Dan",
""
],
[
"Hruschka",
"Estevam",
""
],
[
"Kandogan",
"Eser",
""
]
] | Human-centered AI workflows involve stakeholders with multiple roles interacting with each other and automated agents to accomplish diverse tasks. In this paper, we call for a holistic view when designing support mechanisms, such as interaction paradigms, interfaces, and systems, for these multifaceted workflows. |
2210.05840 | Jielin Qiu | Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao,
Hailin Jin | LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long
Livestream Videos | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Livestream videos have become a significant part of online learning, where
design, digital marketing, creative painting, and other skills are taught by
experienced experts in the sessions, making them valuable materials. However,
Livestream tutorial videos are usually hours long, recorded, and uploaded to
the Interne... | [
{
"created": "Wed, 12 Oct 2022 00:08:17 GMT",
"version": "v1"
}
] | 2022-10-13 | [
[
"Qiu",
"Jielin",
""
],
[
"Dernoncourt",
"Franck",
""
],
[
"Bui",
"Trung",
""
],
[
"Wang",
"Zhaowen",
""
],
[
"Zhao",
"Ding",
""
],
[
"Jin",
"Hailin",
""
]
] | Livestream videos have become a significant part of online learning, where design, digital marketing, creative painting, and other skills are taught by experienced experts in the sessions, making them valuable materials. However, Livestream tutorial videos are usually hours long, recorded, and uploaded to the Internet ... |
2402.06820 | Tiago Mendes-Neves | Tiago Mendes-Neves, Lu\'is Meireles, Jo\~ao Mendes-Moreira | Forecasting Events in Soccer Matches Through Language | null | null | null | null | cs.LG cs.CL | http://creativecommons.org/licenses/by/4.0/ | This paper introduces an approach to predicting the next event in a soccer
match, a challenge bearing remarkable similarities to the problem faced by
Large Language Models (LLMs). Unlike other methods that severely limit event
dynamics in soccer, often abstracting from many variables or relying on a mix
of sequential... | [
{
"created": "Fri, 9 Feb 2024 23:02:57 GMT",
"version": "v1"
},
{
"created": "Fri, 26 Apr 2024 11:45:02 GMT",
"version": "v2"
}
] | 2024-04-29 | [
[
"Mendes-Neves",
"Tiago",
""
],
[
"Meireles",
"Luís",
""
],
[
"Mendes-Moreira",
"João",
""
]
] | This paper introduces an approach to predicting the next event in a soccer match, a challenge bearing remarkable similarities to the problem faced by Large Language Models (LLMs). Unlike other methods that severely limit event dynamics in soccer, often abstracting from many variables or relying on a mix of sequential m... |
1607.05434 | Athanasios Kehagias | Athanasios Kehagias, Georgios Konstantinidis | Selfish Cops and Passive Robber: Qualitative Games | null | null | null | null | cs.DM cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Several variants of the cops and robbers (CR) game have been studied in the
past. In this paper we examine a novel variant, which is played between two
cops, each one independently trying to catch a "passive robber". We will call
this the Selfish Cops and Passive Robber {SCPR} game. In short, SCPR is a
stochastic two... | [
{
"created": "Tue, 19 Jul 2016 07:32:20 GMT",
"version": "v1"
},
{
"created": "Sat, 19 Nov 2016 20:39:16 GMT",
"version": "v2"
}
] | 2016-11-22 | [
[
"Kehagias",
"Athanasios",
""
],
[
"Konstantinidis",
"Georgios",
""
]
] | Several variants of the cops and robbers (CR) game have been studied in the past. In this paper we examine a novel variant, which is played between two cops, each one independently trying to catch a "passive robber". We will call this the Selfish Cops and Passive Robber {SCPR} game. In short, SCPR is a stochastic two-p... |
2306.12033 | Jaemin Yoo | Jaemin Yoo, Lingxiao Zhao, and Leman Akoglu | End-to-End Augmentation Hyperparameter Tuning for Self-Supervised
Anomaly Detection | null | null | null | null | cs.LG cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Self-supervised learning (SSL) has emerged as a promising paradigm that
presents self-generated supervisory signals to real-world problems, bypassing
the extensive manual labeling burden. SSL is especially attractive for
unsupervised tasks such as anomaly detection, where labeled anomalies are often
nonexistent and c... | [
{
"created": "Wed, 21 Jun 2023 05:48:51 GMT",
"version": "v1"
}
] | 2023-06-22 | [
[
"Yoo",
"Jaemin",
""
],
[
"Zhao",
"Lingxiao",
""
],
[
"Akoglu",
"Leman",
""
]
] | Self-supervised learning (SSL) has emerged as a promising paradigm that presents self-generated supervisory signals to real-world problems, bypassing the extensive manual labeling burden. SSL is especially attractive for unsupervised tasks such as anomaly detection, where labeled anomalies are often nonexistent and cos... |
2003.07424 | Lenz Furrer | Lenz Furrer (1 and 3), Joseph Cornelius (1), Fabio Rinaldi (1, 2, and
3) ((1) University of Zurich, Switzerland, (2) Dalle Molle Institute for
Artificial Intelligence Research (IDSIA), Switzerland, (3) Swiss Institute of
Bioinformatics, Switzerland) | Parallel sequence tagging for concept recognition | 14 pages, 5 figures; style changed, sections reordered, minor
additions suggested by reviewers | null | null | null | cs.CL cs.IR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Background: Named Entity Recognition (NER) and Normalisation (NEN) are core
components of any text-mining system for biomedical texts. In a traditional
concept-recognition pipeline, these tasks are combined in a serial way, which
is inherently prone to error propagation from NER to NEN. We propose a parallel
architec... | [
{
"created": "Mon, 16 Mar 2020 19:41:07 GMT",
"version": "v1"
},
{
"created": "Sat, 8 Aug 2020 07:54:17 GMT",
"version": "v2"
}
] | 2020-08-11 | [
[
"Furrer",
"Lenz",
"",
"1 and 3"
],
[
"Cornelius",
"Joseph",
"",
"1, 2, and\n 3"
],
[
"Rinaldi",
"Fabio",
"",
"1, 2, and\n 3"
]
] | Background: Named Entity Recognition (NER) and Normalisation (NEN) are core components of any text-mining system for biomedical texts. In a traditional concept-recognition pipeline, these tasks are combined in a serial way, which is inherently prone to error propagation from NER to NEN. We propose a parallel architectu... |
1802.10073 | Abdelrahman Ibrahim | Abdelrahman M. Ibrahim, Ahmed A. Zewail, and Aylin Yener | On Coded Caching with Heterogeneous Distortion Requirements | To appear in proceedings of ITA 2018 (8 pages, 4 figures) | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper considers heterogeneous coded caching where the users have unequal
distortion requirements. The server is connected to the users via an error-free
multicast link and designs the users' cache sizes subject to a total memory
budget. In particular, in the placement phase, the server jointly designs the
users'... | [
{
"created": "Tue, 27 Feb 2018 18:55:14 GMT",
"version": "v1"
}
] | 2018-02-28 | [
[
"Ibrahim",
"Abdelrahman M.",
""
],
[
"Zewail",
"Ahmed A.",
""
],
[
"Yener",
"Aylin",
""
]
] | This paper considers heterogeneous coded caching where the users have unequal distortion requirements. The server is connected to the users via an error-free multicast link and designs the users' cache sizes subject to a total memory budget. In particular, in the placement phase, the server jointly designs the users' c... |
2310.09736 | Ni Putu Intan Maharani | Ni Putu Intan Maharani, Yoga Yustiawan, Fauzy Caesar Rochim, Ayu
Purwarianti | Domain-Specific Language Model Post-Training for Indonesian Financial
NLP | Accepted in ICEEI 2023 (International Conference on Electrical
Engineering and Informatics 2023) | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | BERT and IndoBERT have achieved impressive performance in several NLP tasks.
There has been several investigation on its adaption in specialized domains
especially for English language. We focus on financial domain and Indonesian
language, where we perform post-training on pre-trained IndoBERT for financial
domain us... | [
{
"created": "Sun, 15 Oct 2023 05:07:08 GMT",
"version": "v1"
}
] | 2023-10-17 | [
[
"Maharani",
"Ni Putu Intan",
""
],
[
"Yustiawan",
"Yoga",
""
],
[
"Rochim",
"Fauzy Caesar",
""
],
[
"Purwarianti",
"Ayu",
""
]
] | BERT and IndoBERT have achieved impressive performance in several NLP tasks. There has been several investigation on its adaption in specialized domains especially for English language. We focus on financial domain and Indonesian language, where we perform post-training on pre-trained IndoBERT for financial domain usin... |
1108.0187 | Yuedong Xu | Yuedong Xu, Eitan Altman, Rachid El-Azouzi, Majed Haddad, Salaheddine
Elayoubi, Tania Jimenez | Analysis of Buffer Starvation with Application to Objective QoE
Optimization of Streaming Services | 9 pages, 7 figures; IEEE Infocom 2012 | null | 10.1109/TMM.2014.2300041 | null | cs.PF cs.MM cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Our purpose in this paper is to characterize buffer starvations for streaming
services. The buffer is modeled as an M/M/1 queue, plus the consideration of
bursty arrivals. When the buffer is empty, the service restarts after a certain
amount of packets are \emph{prefetched}. With this goal, we propose two
approaches ... | [
{
"created": "Sun, 31 Jul 2011 16:10:57 GMT",
"version": "v1"
},
{
"created": "Sun, 15 Jan 2012 21:21:15 GMT",
"version": "v2"
},
{
"created": "Mon, 17 Dec 2012 11:01:57 GMT",
"version": "v3"
},
{
"created": "Tue, 6 Aug 2013 14:19:54 GMT",
"version": "v4"
},
{
"cr... | 2016-11-15 | [
[
"Xu",
"Yuedong",
""
],
[
"Altman",
"Eitan",
""
],
[
"El-Azouzi",
"Rachid",
""
],
[
"Haddad",
"Majed",
""
],
[
"Elayoubi",
"Salaheddine",
""
],
[
"Jimenez",
"Tania",
""
]
] | Our purpose in this paper is to characterize buffer starvations for streaming services. The buffer is modeled as an M/M/1 queue, plus the consideration of bursty arrivals. When the buffer is empty, the service restarts after a certain amount of packets are \emph{prefetched}. With this goal, we propose two approaches to... |
1911.10758 | Muhammad Usman | Taha Hasan Masood Siddique, Iqra Sami, Malik Zohaib Nisar, Mashal
Naeem, Abid Karim and Muhammad Usman | Low Cost 3D Printing for Rapid Prototyping and its Application | Accepted for oral presentation at 2019 Second International
Conference on Latest trends in Electrical Engineering and Computing
Technologies (Intellect 2019) | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the recent years of industrial revolution, 3D printing has shown to grow
as an expanding field of new applications. The low cost solutions and short
time to market makes it a favorable candidate to be utilized in the dynamic
fields of engineering. Additive printing has the vast range of applications in
many fields... | [
{
"created": "Mon, 25 Nov 2019 08:25:13 GMT",
"version": "v1"
}
] | 2019-11-26 | [
[
"Siddique",
"Taha Hasan Masood",
""
],
[
"Sami",
"Iqra",
""
],
[
"Nisar",
"Malik Zohaib",
""
],
[
"Naeem",
"Mashal",
""
],
[
"Karim",
"Abid",
""
],
[
"Usman",
"Muhammad",
""
]
] | In the recent years of industrial revolution, 3D printing has shown to grow as an expanding field of new applications. The low cost solutions and short time to market makes it a favorable candidate to be utilized in the dynamic fields of engineering. Additive printing has the vast range of applications in many fields. ... |
1404.4797 | Christian Schulz | Henning Meyerhenke, Peter Sanders, Christian Schulz | Parallel Graph Partitioning for Complex Networks | Review article. Parallelization of our previous approach
arXiv:1402.3281 | null | null | null | cs.DC cs.DS cs.NE cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Processing large complex networks like social networks or web graphs has
recently attracted considerable interest. In order to do this in parallel, we
need to partition them into pieces of about equal size. Unfortunately, previous
parallel graph partitioners originally developed for more regular mesh-like
networks do... | [
{
"created": "Fri, 18 Apr 2014 14:30:04 GMT",
"version": "v1"
},
{
"created": "Mon, 21 Apr 2014 13:40:34 GMT",
"version": "v2"
},
{
"created": "Mon, 26 Jan 2015 10:07:38 GMT",
"version": "v3"
}
] | 2015-01-27 | [
[
"Meyerhenke",
"Henning",
""
],
[
"Sanders",
"Peter",
""
],
[
"Schulz",
"Christian",
""
]
] | Processing large complex networks like social networks or web graphs has recently attracted considerable interest. In order to do this in parallel, we need to partition them into pieces of about equal size. Unfortunately, previous parallel graph partitioners originally developed for more regular mesh-like networks do n... |
2109.08061 | Ian Magnusson | Ian Magnusson and Aruna Sankaranarayanan and Andrew Lippman | Invertible Frowns: Video-to-Video Facial Emotion Translation | 9 pages, 2 figures, 4 tables, accepted at ADGD @ ACM Multimedia 2021 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | We present Wav2Lip-Emotion, a video-to-video translation architecture that
modifies facial expressions of emotion in videos of speakers. Previous work
modifies emotion in images, uses a single image to produce a video with
animated emotion, or puppets facial expressions in videos with landmarks from a
reference video... | [
{
"created": "Thu, 16 Sep 2021 15:43:51 GMT",
"version": "v1"
},
{
"created": "Fri, 22 Oct 2021 15:44:08 GMT",
"version": "v2"
}
] | 2021-10-25 | [
[
"Magnusson",
"Ian",
""
],
[
"Sankaranarayanan",
"Aruna",
""
],
[
"Lippman",
"Andrew",
""
]
] | We present Wav2Lip-Emotion, a video-to-video translation architecture that modifies facial expressions of emotion in videos of speakers. Previous work modifies emotion in images, uses a single image to produce a video with animated emotion, or puppets facial expressions in videos with landmarks from a reference video. ... |
2401.07796 | Nathan Painchaud | Nathan Painchaud, Pierre-Yves Courand, Pierre-Marc Jodoin, Nicolas
Duchateau, Olivier Bernard | Fusing Echocardiography Images and Medical Records for Continuous
Patient Stratification | 10 pages, submitted to IEEE TMI | null | null | null | cs.CV cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Deep learning now enables automatic and robust extraction of cardiac function
descriptors from echocardiographic sequences, such as ejection fraction or
strain. These descriptors provide fine-grained information that physicians
consider, in conjunction with more global variables from the clinical record,
to assess pa... | [
{
"created": "Mon, 15 Jan 2024 16:04:46 GMT",
"version": "v1"
}
] | 2024-01-17 | [
[
"Painchaud",
"Nathan",
""
],
[
"Courand",
"Pierre-Yves",
""
],
[
"Jodoin",
"Pierre-Marc",
""
],
[
"Duchateau",
"Nicolas",
""
],
[
"Bernard",
"Olivier",
""
]
] | Deep learning now enables automatic and robust extraction of cardiac function descriptors from echocardiographic sequences, such as ejection fraction or strain. These descriptors provide fine-grained information that physicians consider, in conjunction with more global variables from the clinical record, to assess pati... |
1911.04118 | Siddhant Garg | Siddhant Garg, Thuy Vu, Alessandro Moschitti | TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer
Sentence Selection | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020),
Oral Presentation | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | We propose TANDA, an effective technique for fine-tuning pre-trained
Transformer models for natural language tasks. Specifically, we first transfer
a pre-trained model into a model for a general task by fine-tuning it with a
large and high-quality dataset. We then perform a second fine-tuning step to
adapt the transf... | [
{
"created": "Mon, 11 Nov 2019 07:40:37 GMT",
"version": "v1"
},
{
"created": "Wed, 20 Nov 2019 05:21:22 GMT",
"version": "v2"
}
] | 2019-11-21 | [
[
"Garg",
"Siddhant",
""
],
[
"Vu",
"Thuy",
""
],
[
"Moschitti",
"Alessandro",
""
]
] | We propose TANDA, an effective technique for fine-tuning pre-trained Transformer models for natural language tasks. Specifically, we first transfer a pre-trained model into a model for a general task by fine-tuning it with a large and high-quality dataset. We then perform a second fine-tuning step to adapt the transfer... |
2401.16119 | Xuefeng Liang | Ying Zhou, Xuefeng Liang, Han Chen, Yin Zhao, Xin Chen, Lida Yu | Triple Disentangled Representation Learning for Multimodal Affective
Analysis | 14 pages, 6 figures | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multimodal learning has exhibited a significant advantage in affective
analysis tasks owing to the comprehensive information of various modalities,
particularly the complementary information. Thus, many emerging studies focus
on disentangling the modality-invariant and modality-specific representations
from input dat... | [
{
"created": "Mon, 29 Jan 2024 12:45:27 GMT",
"version": "v1"
},
{
"created": "Mon, 8 Apr 2024 08:19:19 GMT",
"version": "v2"
}
] | 2024-04-09 | [
[
"Zhou",
"Ying",
""
],
[
"Liang",
"Xuefeng",
""
],
[
"Chen",
"Han",
""
],
[
"Zhao",
"Yin",
""
],
[
"Chen",
"Xin",
""
],
[
"Yu",
"Lida",
""
]
] | Multimodal learning has exhibited a significant advantage in affective analysis tasks owing to the comprehensive information of various modalities, particularly the complementary information. Thus, many emerging studies focus on disentangling the modality-invariant and modality-specific representations from input data ... |
cs/0309021 | Atsushi Fujii | Atsushi Fujii, Katunobu Itou, Tomoyosi Akiba, and Tetsuya Ishikawa | A Cross-media Retrieval System for Lecture Videos | null | Proceedings of the 8th European Conference on Speech Communication
and Technology (Eurospeech 2003), pp.1149-1152, Sep. 2003 | null | null | cs.CL | null | We propose a cross-media lecture-on-demand system, in which users can
selectively view specific segments of lecture videos by submitting text
queries. Users can easily formulate queries by using the textbook associated
with a target lecture, even if they cannot come up with effective keywords. Our
system extracts the... | [
{
"created": "Sat, 13 Sep 2003 06:54:58 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Fujii",
"Atsushi",
""
],
[
"Itou",
"Katunobu",
""
],
[
"Akiba",
"Tomoyosi",
""
],
[
"Ishikawa",
"Tetsuya",
""
]
] | We propose a cross-media lecture-on-demand system, in which users can selectively view specific segments of lecture videos by submitting text queries. Users can easily formulate queries by using the textbook associated with a target lecture, even if they cannot come up with effective keywords. Our system extracts the a... |
2103.04147 | Hadi Moradi | Mohammad Hossein Nasseri, Hadi Moradi, Reshad Hosseini, Mohammadreza
Babaee | Simple online and real-time tracking with occlusion handling | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multiple object tracking is a challenging problem in computer vision due to
difficulty in dealing with motion prediction, occlusion handling, and object
re-identification. Many recent algorithms use motion and appearance cues to
overcome these challenges. But using appearance cues increases the computation
cost notab... | [
{
"created": "Sat, 6 Mar 2021 16:04:40 GMT",
"version": "v1"
}
] | 2021-03-09 | [
[
"Nasseri",
"Mohammad Hossein",
""
],
[
"Moradi",
"Hadi",
""
],
[
"Hosseini",
"Reshad",
""
],
[
"Babaee",
"Mohammadreza",
""
]
] | Multiple object tracking is a challenging problem in computer vision due to difficulty in dealing with motion prediction, occlusion handling, and object re-identification. Many recent algorithms use motion and appearance cues to overcome these challenges. But using appearance cues increases the computation cost notably... |
2407.16789 | Benjamin Wilson | Benjamin Wilson, Nicholas Autio Mitchell, Jhony Kaesemodel Pontes,
James Hays | What Matters in Range View 3D Object Detection | Fixed broken link | null | null | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Lidar-based perception pipelines rely on 3D object detection models to
interpret complex scenes. While multiple representations for lidar exist, the
range-view is enticing since it losslessly encodes the entire lidar sensor
output. In this work, we achieve state-of-the-art amongst range-view 3D object
detection model... | [
{
"created": "Tue, 23 Jul 2024 18:42:37 GMT",
"version": "v1"
},
{
"created": "Thu, 25 Jul 2024 20:20:03 GMT",
"version": "v2"
}
] | 2024-07-29 | [
[
"Wilson",
"Benjamin",
""
],
[
"Mitchell",
"Nicholas Autio",
""
],
[
"Pontes",
"Jhony Kaesemodel",
""
],
[
"Hays",
"James",
""
]
] | Lidar-based perception pipelines rely on 3D object detection models to interpret complex scenes. While multiple representations for lidar exist, the range-view is enticing since it losslessly encodes the entire lidar sensor output. In this work, we achieve state-of-the-art amongst range-view 3D object detection models ... |
1611.06947 | Rongrong Tao | Rongrong Tao, Baojian Zhou, Feng Chen, Naifeng Liu, David Mares,
Patrick Butler, Naren Ramakrishnan | Can Self-Censorship in News Media be Detected Algorithmically? A Case
Study in Latin America | null | null | null | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Censorship in social media has been well studied and provides insight into
how governments stifle freedom of expression online. Comparatively less (or no)
attention has been paid to detecting (self) censorship in traditional media
(e.g., news) using social media as a bellweather. We present a novel
unsupervised appro... | [
{
"created": "Mon, 21 Nov 2016 18:57:02 GMT",
"version": "v1"
},
{
"created": "Fri, 17 Mar 2017 04:28:53 GMT",
"version": "v2"
}
] | 2017-03-20 | [
[
"Tao",
"Rongrong",
""
],
[
"Zhou",
"Baojian",
""
],
[
"Chen",
"Feng",
""
],
[
"Liu",
"Naifeng",
""
],
[
"Mares",
"David",
""
],
[
"Butler",
"Patrick",
""
],
[
"Ramakrishnan",
"Naren",
""
]
] | Censorship in social media has been well studied and provides insight into how governments stifle freedom of expression online. Comparatively less (or no) attention has been paid to detecting (self) censorship in traditional media (e.g., news) using social media as a bellweather. We present a novel unsupervised approac... |
1112.5605 | M. Tariq Banday | M. Tariq Banday and N. A. Shah | A Study of CAPTCHAs for Securing Web Services | 9 Pages | Banday, M.T., Shah, N.A. (2009). "A Study of CAPTCHAs for Securing
Web Services," IJSDIA International Journal of Secure Digital Information
Age, ISSN: 0975-1823, 1(2), pp. 66-74, available online at:
http://ijsdia.org/main/?page_id=6 | null | null | cs.CR cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Atomizing various Web activities by replacing human to human interactions on
the Internet has been made indispensable due to its enormous growth. However,
bots also known as Web-bots which have a malicious intend and pretending to be
humans pose a severe threat to various services on the Internet that implicitly
assu... | [
{
"created": "Fri, 23 Dec 2011 15:46:56 GMT",
"version": "v1"
}
] | 2011-12-26 | [
[
"Banday",
"M. Tariq",
""
],
[
"Shah",
"N. A.",
""
]
] | Atomizing various Web activities by replacing human to human interactions on the Internet has been made indispensable due to its enormous growth. However, bots also known as Web-bots which have a malicious intend and pretending to be humans pose a severe threat to various services on the Internet that implicitly assume... |
1605.07133 | Angeliki Lazaridou | Angeliki Lazaridou, Nghia The Pham and Marco Baroni | Towards Multi-Agent Communication-Based Language Learning | 9 pages, manuscript under submission | null | null | null | cs.CL cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose an interactive multimodal framework for language learning. Instead
of being passively exposed to large amounts of natural text, our learners
(implemented as feed-forward neural networks) engage in cooperative referential
games starting from a tabula rasa setup, and thus develop their own language
from the ... | [
{
"created": "Mon, 23 May 2016 18:46:46 GMT",
"version": "v1"
}
] | 2016-05-24 | [
[
"Lazaridou",
"Angeliki",
""
],
[
"Pham",
"Nghia The",
""
],
[
"Baroni",
"Marco",
""
]
] | We propose an interactive multimodal framework for language learning. Instead of being passively exposed to large amounts of natural text, our learners (implemented as feed-forward neural networks) engage in cooperative referential games starting from a tabula rasa setup, and thus develop their own language from the ne... |
1509.01978 | Alessia Amelio Dr. | Darko Brodic, Alessia Amelio, Zoran N. Milivojevic | An Approach to the Analysis of the South Slavic Medieval Labels Using
Image Texture | 15 pages, 9 figures, 3rd Workshop on Recognition and Action for Scene
Understanding (REACTS 2015) | null | null | null | cs.CV cs.AI cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The paper presents a new script classification method for the discrimination
of the South Slavic medieval labels. It consists in the textural analysis of
the script types. In the first step, each letter is coded by the equivalent
script type, which is defined by its typographical features. Obtained coded
text is subj... | [
{
"created": "Mon, 7 Sep 2015 10:39:20 GMT",
"version": "v1"
}
] | 2015-09-08 | [
[
"Brodic",
"Darko",
""
],
[
"Amelio",
"Alessia",
""
],
[
"Milivojevic",
"Zoran N.",
""
]
] | The paper presents a new script classification method for the discrimination of the South Slavic medieval labels. It consists in the textural analysis of the script types. In the first step, each letter is coded by the equivalent script type, which is defined by its typographical features. Obtained coded text is subjec... |
2203.11274 | Isabella Huang | Isabella Huang, Yashraj Narang, Clemens Eppner, Balakumar
Sundaralingam, Miles Macklin, Ruzena Bajcsy, Tucker Hermans, Dieter Fox | DefGraspSim: Physics-based simulation of grasp outcomes for 3D
deformable objects | For associated web page, see
\url{https://sites.google.com/nvidia.com/defgraspsim}. To be published in the
IEEE Robotics and Automation Letters (RA-L) special issue on Robotic Handling
of Deformable Objects, 2022. arXiv admin note: substantial text overlap with
arXiv:2107.05778 | null | 10.1109/LRA.2022.3158725 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Robotic grasping of 3D deformable objects (e.g., fruits/vegetables, internal
organs, bottles/boxes) is critical for real-world applications such as food
processing, robotic surgery, and household automation. However, developing
grasp strategies for such objects is uniquely challenging. Unlike rigid
objects, deformabl... | [
{
"created": "Mon, 21 Mar 2022 18:53:03 GMT",
"version": "v1"
}
] | 2022-03-23 | [
[
"Huang",
"Isabella",
""
],
[
"Narang",
"Yashraj",
""
],
[
"Eppner",
"Clemens",
""
],
[
"Sundaralingam",
"Balakumar",
""
],
[
"Macklin",
"Miles",
""
],
[
"Bajcsy",
"Ruzena",
""
],
[
"Hermans",
"Tucker",
""
... | Robotic grasping of 3D deformable objects (e.g., fruits/vegetables, internal organs, bottles/boxes) is critical for real-world applications such as food processing, robotic surgery, and household automation. However, developing grasp strategies for such objects is uniquely challenging. Unlike rigid objects, deformable ... |
1602.00503 | Amine Ghrab | Amine Ghrab, Oscar Romero, Sabri Skhiri, Alejandro Vaisman, Esteban
Zim\'anyi | GRAD: On Graph Database Modeling | 28 pages, 13 figures | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Graph databases have emerged as the fundamental technology underpinning
trendy application domains where traditional databases are not well-equipped to
handle complex graph data. However, current graph databases support basic graph
structures and integrity constraints with no standard algebra. In this paper,
we intro... | [
{
"created": "Mon, 1 Feb 2016 12:49:25 GMT",
"version": "v1"
}
] | 2016-02-02 | [
[
"Ghrab",
"Amine",
""
],
[
"Romero",
"Oscar",
""
],
[
"Skhiri",
"Sabri",
""
],
[
"Vaisman",
"Alejandro",
""
],
[
"Zimányi",
"Esteban",
""
]
] | Graph databases have emerged as the fundamental technology underpinning trendy application domains where traditional databases are not well-equipped to handle complex graph data. However, current graph databases support basic graph structures and integrity constraints with no standard algebra. In this paper, we introdu... |
1502.04634 | Danko Ilik | Danko Ilik | The exp-log normal form of types | null | POPL 2017 Proceedings of the 44th ACM SIGPLAN Symposium on
Principles of Programming Languages. Pages 387-399. Paris, France -- January
15 - 21, 2017 | 10.1145/3009837.3009841 | null | cs.LO cs.PL math.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Lambda calculi with algebraic data types lie at the core of functional
programming languages and proof assistants, but conceal at least two
fundamental theoretical problems already in the presence of the simplest
non-trivial data type, the sum type. First, we do not know of an explicit and
implemented algorithm for d... | [
{
"created": "Mon, 16 Feb 2015 17:14:52 GMT",
"version": "v1"
},
{
"created": "Tue, 23 Jun 2015 18:34:09 GMT",
"version": "v2"
},
{
"created": "Tue, 10 May 2016 09:41:43 GMT",
"version": "v3"
},
{
"created": "Thu, 30 Jun 2016 13:39:23 GMT",
"version": "v4"
}
] | 2019-05-21 | [
[
"Ilik",
"Danko",
""
]
] | Lambda calculi with algebraic data types lie at the core of functional programming languages and proof assistants, but conceal at least two fundamental theoretical problems already in the presence of the simplest non-trivial data type, the sum type. First, we do not know of an explicit and implemented algorithm for dec... |
2012.06048 | Fei Yuan | Fei Yuan, Linjun Shou, Jian Pei, Wutao Lin, Ming Gong, Yan Fu, Daxin
Jiang | Reinforced Multi-Teacher Selection for Knowledge Distillation | AAAI 2021 | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In natural language processing (NLP) tasks, slow inference speed and huge
footprints in GPU usage remain the bottleneck of applying pre-trained deep
models in production. As a popular method for model compression, knowledge
distillation transfers knowledge from one or multiple large (teacher) models to
a small (stude... | [
{
"created": "Fri, 11 Dec 2020 08:56:39 GMT",
"version": "v1"
},
{
"created": "Mon, 14 Dec 2020 02:48:07 GMT",
"version": "v2"
}
] | 2020-12-15 | [
[
"Yuan",
"Fei",
""
],
[
"Shou",
"Linjun",
""
],
[
"Pei",
"Jian",
""
],
[
"Lin",
"Wutao",
""
],
[
"Gong",
"Ming",
""
],
[
"Fu",
"Yan",
""
],
[
"Jiang",
"Daxin",
""
]
] | In natural language processing (NLP) tasks, slow inference speed and huge footprints in GPU usage remain the bottleneck of applying pre-trained deep models in production. As a popular method for model compression, knowledge distillation transfers knowledge from one or multiple large (teacher) models to a small (student... |
2310.01330 | Qiyu Wu | Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi
Wakaki, Yuki Mitsufuji | Towards reporting bias in visual-language datasets: bimodal augmentation
by decoupling object-attribute association | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Reporting bias arises when people assume that some knowledge is universally
understood and hence, do not necessitate explicit elaboration. In this paper,
we focus on the wide existence of reporting bias in visual-language datasets,
embodied as the object-attribute association, which can subsequentially degrade
models... | [
{
"created": "Mon, 2 Oct 2023 16:48:50 GMT",
"version": "v1"
}
] | 2023-10-03 | [
[
"Wu",
"Qiyu",
""
],
[
"Zhao",
"Mengjie",
""
],
[
"He",
"Yutong",
""
],
[
"Huang",
"Lang",
""
],
[
"Ono",
"Junya",
""
],
[
"Wakaki",
"Hiromi",
""
],
[
"Mitsufuji",
"Yuki",
""
]
] | Reporting bias arises when people assume that some knowledge is universally understood and hence, do not necessitate explicit elaboration. In this paper, we focus on the wide existence of reporting bias in visual-language datasets, embodied as the object-attribute association, which can subsequentially degrade models t... |
1605.05767 | Sherif Abuelenin | Rabab Farouk Abdel-Kader, Sherif M. Abuelenin | Memristor model based on fuzzy window function | 5 pages, 6 figures, Published in: Fuzzy Systems (FUZZ-IEEE), 2015
IEEE International Conference on | null | 10.1109/FUZZ-IEEE.2015.7338105 | null | cs.ET | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Memristor (memory-resistor) is the fourth passive circuit element. We
introduce a memristor model based on a fuzzy logic window function. Fuzzy
models are flexible, which enables the capture of the pinched hysteresis
behavior of the memristor. The introduced fuzzy model avoids common problems
associated with window-f... | [
{
"created": "Wed, 18 May 2016 21:56:25 GMT",
"version": "v1"
}
] | 2016-05-20 | [
[
"Abdel-Kader",
"Rabab Farouk",
""
],
[
"Abuelenin",
"Sherif M.",
""
]
] | Memristor (memory-resistor) is the fourth passive circuit element. We introduce a memristor model based on a fuzzy logic window function. Fuzzy models are flexible, which enables the capture of the pinched hysteresis behavior of the memristor. The introduced fuzzy model avoids common problems associated with window-fun... |
1603.03695 | Alessandro Biason | Alessandro Biason and Michele Zorzi | Energy Harvesting Communication System with SOC-Dependent Energy Storage
Losses | In Proc. IEEE Twelfth Int. Symposium on Wireless Communication
Systems (ISWCS), pp. 406-410, Aug. 2015 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The popularity of Energy Harvesting Devices (EHDs) has grown in the past few
years, thanks to their capability of prolonging the network lifetime. In
reality, EHDs are affected by several inefficiencies, e.g., energy leakage,
battery degradation or storage losses. In this work we consider an energy
harvesting transmi... | [
{
"created": "Fri, 11 Mar 2016 17:20:59 GMT",
"version": "v1"
}
] | 2016-03-14 | [
[
"Biason",
"Alessandro",
""
],
[
"Zorzi",
"Michele",
""
]
] | The popularity of Energy Harvesting Devices (EHDs) has grown in the past few years, thanks to their capability of prolonging the network lifetime. In reality, EHDs are affected by several inefficiencies, e.g., energy leakage, battery degradation or storage losses. In this work we consider an energy harvesting transmitt... |
2206.08050 | Jinyu Zhang | Lei Guo, Jinyu Zhang, Li Tang, Tong Chen, Lei Zhu and Hongzhi Yin | Time Interval-enhanced Graph Neural Network for Shared-account
Cross-domain Sequential Recommendation | 15 pages, 6 figures | null | 10.1109/TNNLS.2022.3201533 | null | cs.IR cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Shared-account Cross-domain Sequential Recommendation (SCSR) task aims to
recommend the next item via leveraging the mixed user behaviors in multiple
domains. It is gaining immense research attention as more and more users tend
to sign up on different platforms and share accounts with others to access
domain-specific... | [
{
"created": "Thu, 16 Jun 2022 10:06:01 GMT",
"version": "v1"
}
] | 2022-09-09 | [
[
"Guo",
"Lei",
""
],
[
"Zhang",
"Jinyu",
""
],
[
"Tang",
"Li",
""
],
[
"Chen",
"Tong",
""
],
[
"Zhu",
"Lei",
""
],
[
"Yin",
"Hongzhi",
""
]
] | Shared-account Cross-domain Sequential Recommendation (SCSR) task aims to recommend the next item via leveraging the mixed user behaviors in multiple domains. It is gaining immense research attention as more and more users tend to sign up on different platforms and share accounts with others to access domain-specific s... |
1901.05428 | Omur Ozel | Peng Zou and Omur Ozel and Suresh Subramaniam | Relative Age of Information: A New Metric for Status Update Systems | null | null | null | null | cs.IT cs.NI math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we introduce a new data freshness metric, relative Age of
Information (rAoI), and examine it in a single server system with various
packet management schemes. The (classical) AoI metric was introduced to measure
the staleness of status updates at the receiving end with respect to their
generation at th... | [
{
"created": "Wed, 16 Jan 2019 18:35:37 GMT",
"version": "v1"
},
{
"created": "Wed, 30 Jan 2019 18:52:54 GMT",
"version": "v2"
},
{
"created": "Mon, 1 Jul 2019 17:13:10 GMT",
"version": "v3"
}
] | 2019-07-02 | [
[
"Zou",
"Peng",
""
],
[
"Ozel",
"Omur",
""
],
[
"Subramaniam",
"Suresh",
""
]
] | In this paper, we introduce a new data freshness metric, relative Age of Information (rAoI), and examine it in a single server system with various packet management schemes. The (classical) AoI metric was introduced to measure the staleness of status updates at the receiving end with respect to their generation at the ... |
1006.1592 | Carla Fabiana Chiasserini | Michele Garetto, Alessandro Nordio, Carla-Fabiana Chiasserini, Emilio
Leonardi | Information-theoretic Capacity of Clustered Random Networks | 6 pages, in Proceedings of ISIT 2010 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We analyze the capacity scaling laws of clustered ad hoc networks in which
nodes are distributed according to a doubly stochastic shot-noise Cox process.
We identify five different operational regimes, and for each regime we devise a
communication strategy that allows to achieve a throughput to within a
poly-logarith... | [
{
"created": "Tue, 8 Jun 2010 15:48:44 GMT",
"version": "v1"
}
] | 2010-06-09 | [
[
"Garetto",
"Michele",
""
],
[
"Nordio",
"Alessandro",
""
],
[
"Chiasserini",
"Carla-Fabiana",
""
],
[
"Leonardi",
"Emilio",
""
]
] | We analyze the capacity scaling laws of clustered ad hoc networks in which nodes are distributed according to a doubly stochastic shot-noise Cox process. We identify five different operational regimes, and for each regime we devise a communication strategy that allows to achieve a throughput to within a poly-logarithmi... |
1104.2251 | Ugo Pietropaoli | Gianpaolo Oriolo, Ugo Pietropaoli, Gautier Stauffer | On the Recognition of Fuzzy Circular Interval Graphs | 12 pages, 2 figures | null | null | null | cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fuzzy circular interval graphs are a generalization of proper circular arc
graphs and have been recently introduced by Chudnovsky and Seymour as a
fundamental subclass of claw-free graphs. In this paper, we provide a
polynomial-time algorithm for recognizing such graphs, and more importantly for
building a suitable r... | [
{
"created": "Tue, 12 Apr 2011 15:50:33 GMT",
"version": "v1"
}
] | 2011-04-13 | [
[
"Oriolo",
"Gianpaolo",
""
],
[
"Pietropaoli",
"Ugo",
""
],
[
"Stauffer",
"Gautier",
""
]
] | Fuzzy circular interval graphs are a generalization of proper circular arc graphs and have been recently introduced by Chudnovsky and Seymour as a fundamental subclass of claw-free graphs. In this paper, we provide a polynomial-time algorithm for recognizing such graphs, and more importantly for building a suitable rep... |
0901.2416 | Jort Gemmeke | J. F. Gemmeke and B. Cranen | TR01: Time-continuous Sparse Imputation | 9 pages, 5 figures, Technical Report | null | null | null | cs.SD | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An effective way to increase the noise robustness of automatic speech
recognition is to label noisy speech features as either reliable or unreliable
(missing) prior to decoding, and to replace the missing ones by clean speech
estimates. We present a novel method to obtain such clean speech estimates.
Unlike previous ... | [
{
"created": "Fri, 16 Jan 2009 08:24:14 GMT",
"version": "v1"
}
] | 2009-01-19 | [
[
"Gemmeke",
"J. F.",
""
],
[
"Cranen",
"B.",
""
]
] | An effective way to increase the noise robustness of automatic speech recognition is to label noisy speech features as either reliable or unreliable (missing) prior to decoding, and to replace the missing ones by clean speech estimates. We present a novel method to obtain such clean speech estimates. Unlike previous im... |
1802.06613 | Ivan Habernal | Ivan Habernal and Henning Wachsmuth and Iryna Gurevych and Benno Stein | Before Name-calling: Dynamics and Triggers of Ad Hominem Fallacies in
Web Argumentation | Accepted as NAACL 2018 Long Paper; see details on the front page | null | 10.18653/v1/N18-1036 | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Arguing without committing a fallacy is one of the main requirements of an
ideal debate. But even when debating rules are strictly enforced and fallacious
arguments punished, arguers often lapse into attacking the opponent by an ad
hominem argument. As existing research lacks solid empirical investigation of
the typo... | [
{
"created": "Mon, 19 Feb 2018 12:57:56 GMT",
"version": "v1"
},
{
"created": "Fri, 23 Feb 2018 09:46:21 GMT",
"version": "v2"
}
] | 2022-03-07 | [
[
"Habernal",
"Ivan",
""
],
[
"Wachsmuth",
"Henning",
""
],
[
"Gurevych",
"Iryna",
""
],
[
"Stein",
"Benno",
""
]
] | Arguing without committing a fallacy is one of the main requirements of an ideal debate. But even when debating rules are strictly enforced and fallacious arguments punished, arguers often lapse into attacking the opponent by an ad hominem argument. As existing research lacks solid empirical investigation of the typolo... |
1905.07195 | Chun-an Chan | Vincent Wan, Chun-an Chan, Tom Kenter, Jakub Vit, Rob Clark | CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven
Dynamic Hierarchical Conditional Variational Network | null | null | null | null | cs.CL cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The prosodic aspects of speech signals produced by current text-to-speech
systems are typically averaged over training material, and as such lack the
variety and liveliness found in natural speech. To avoid monotony and averaged
prosody contours, it is desirable to have a way of modeling the variation in
the prosodic... | [
{
"created": "Fri, 17 May 2019 11:03:58 GMT",
"version": "v1"
},
{
"created": "Tue, 4 Jun 2019 11:16:49 GMT",
"version": "v2"
}
] | 2019-06-05 | [
[
"Wan",
"Vincent",
""
],
[
"Chan",
"Chun-an",
""
],
[
"Kenter",
"Tom",
""
],
[
"Vit",
"Jakub",
""
],
[
"Clark",
"Rob",
""
]
] | The prosodic aspects of speech signals produced by current text-to-speech systems are typically averaged over training material, and as such lack the variety and liveliness found in natural speech. To avoid monotony and averaged prosody contours, it is desirable to have a way of modeling the variation in the prosodic a... |
2207.08930 | Fawad Ahmad | Fawad Ahmad, Christina Suyong Shin, Weiwu Pang, Branden Leong,
Pradipta Ghosh, and Ramesh Govindan | Cooperative Infrastructure Perception | null | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | Recent works have considered two qualitatively different approaches to
overcome line-of-sight limitations of 3D sensors used for perception:
cooperative perception and infrastructure-augmented perception. In this paper,
motivated by increasing deployments of infrastructure LiDARs, we explore a
third approach, coopera... | [
{
"created": "Mon, 18 Jul 2022 20:33:53 GMT",
"version": "v1"
},
{
"created": "Wed, 26 Jun 2024 18:15:02 GMT",
"version": "v2"
}
] | 2024-06-28 | [
[
"Ahmad",
"Fawad",
""
],
[
"Shin",
"Christina Suyong",
""
],
[
"Pang",
"Weiwu",
""
],
[
"Leong",
"Branden",
""
],
[
"Ghosh",
"Pradipta",
""
],
[
"Govindan",
"Ramesh",
""
]
] | Recent works have considered two qualitatively different approaches to overcome line-of-sight limitations of 3D sensors used for perception: cooperative perception and infrastructure-augmented perception. In this paper, motivated by increasing deployments of infrastructure LiDARs, we explore a third approach, cooperati... |
2212.10707 | Vin\'icius Camargo Da Silva | Vin\'icius Camargo da Silva, Jo\~ao Paulo Papa, Kelton Augusto Pontara
da Costa | Extractive Text Summarization Using Generalized Additive Models with
Interactions for Sentence Selection | null | null | 10.5220/0011664100003417 | null | cs.CL cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Automatic Text Summarization (ATS) is becoming relevant with the growth of
textual data; however, with the popularization of public large-scale datasets,
some recent machine learning approaches have focused on dense models and
architectures that, despite producing notable results, usually turn out in
models difficult... | [
{
"created": "Wed, 21 Dec 2022 00:56:50 GMT",
"version": "v1"
}
] | 2023-03-07 | [
[
"da Silva",
"Vinícius Camargo",
""
],
[
"Papa",
"João Paulo",
""
],
[
"da Costa",
"Kelton Augusto Pontara",
""
]
] | Automatic Text Summarization (ATS) is becoming relevant with the growth of textual data; however, with the popularization of public large-scale datasets, some recent machine learning approaches have focused on dense models and architectures that, despite producing notable results, usually turn out in models difficult t... |
2406.17675 | Yuan Li | Yuan Li, Yue Huang, Hongyi Wang, Xiangliang Zhang, James Zou, Lichao
Sun | Quantifying AI Psychology: A Psychometrics Benchmark for Large Language
Models | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Large Language Models (LLMs) have demonstrated exceptional task-solving
capabilities, increasingly adopting roles akin to human-like assistants. The
broader integration of LLMs into society has sparked interest in whether they
manifest psychological attributes, and whether these attributes are
stable-inquiries that c... | [
{
"created": "Tue, 25 Jun 2024 16:09:08 GMT",
"version": "v1"
}
] | 2024-06-26 | [
[
"Li",
"Yuan",
""
],
[
"Huang",
"Yue",
""
],
[
"Wang",
"Hongyi",
""
],
[
"Zhang",
"Xiangliang",
""
],
[
"Zou",
"James",
""
],
[
"Sun",
"Lichao",
""
]
] | Large Language Models (LLMs) have demonstrated exceptional task-solving capabilities, increasingly adopting roles akin to human-like assistants. The broader integration of LLMs into society has sparked interest in whether they manifest psychological attributes, and whether these attributes are stable-inquiries that cou... |
2205.13598 | Chinmay Sonar | Chinmay Sonar, Subhash Suri and Jie Xue | Multiwinner Elections under Minimax Chamberlin-Courant Rule in Euclidean
Space | Accepted for IJCAI-ECAI 2022 | null | null | null | cs.GT cs.CG | http://creativecommons.org/licenses/by/4.0/ | We consider multiwinner elections in Euclidean space using the minimax
Chamberlin-Courant rule. In this setting, voters and candidates are embedded in
a $d$-dimensional Euclidean space, and the goal is to choose a committee of $k$
candidates so that the rank of any voter's most preferred candidate in the
committee is... | [
{
"created": "Thu, 26 May 2022 20:10:55 GMT",
"version": "v1"
}
] | 2022-05-30 | [
[
"Sonar",
"Chinmay",
""
],
[
"Suri",
"Subhash",
""
],
[
"Xue",
"Jie",
""
]
] | We consider multiwinner elections in Euclidean space using the minimax Chamberlin-Courant rule. In this setting, voters and candidates are embedded in a $d$-dimensional Euclidean space, and the goal is to choose a committee of $k$ candidates so that the rank of any voter's most preferred candidate in the committee is m... |
2202.08372 | Dimitris Iakovidis | Dimitrios E. Diamantis and Dimitris K. Iakovidis | Fuzzy Pooling | The final version of the paper has been published in
https://ieeexplore.ieee.org/document/9197689 | IEEE Transactions on Fuzzy Systems, vol. 29, no. 11, pp. 3481 -
3488, Nov. 2020 | 10.1109/TFUZZ.2020.3024023 | null | cs.LG cs.AI cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Convolutional Neural Networks (CNNs) are artificial learning systems
typically based on two operations: convolution, which implements feature
extraction through filtering, and pooling, which implements dimensionality
reduction. The impact of pooling in the classification performance of the CNNs
has been highlighted i... | [
{
"created": "Sat, 12 Feb 2022 11:18:32 GMT",
"version": "v1"
}
] | 2022-02-18 | [
[
"Diamantis",
"Dimitrios E.",
""
],
[
"Iakovidis",
"Dimitris K.",
""
]
] | Convolutional Neural Networks (CNNs) are artificial learning systems typically based on two operations: convolution, which implements feature extraction through filtering, and pooling, which implements dimensionality reduction. The impact of pooling in the classification performance of the CNNs has been highlighted in ... |
2402.05608 | Zhengcong Fei | Zhengcong Fei, Mingyuan Fan, Changqian Yu, Junshi Huang | Scalable Diffusion Models with State Space Backbone | null | null | null | null | cs.CV cs.MM | http://creativecommons.org/licenses/by/4.0/ | This paper presents a new exploration into a category of diffusion models
built upon state space architecture. We endeavor to train diffusion models for
image data, wherein the traditional U-Net backbone is supplanted by a state
space backbone, functioning on raw patches or latent space. Given its notable
efficacy in... | [
{
"created": "Thu, 8 Feb 2024 12:08:42 GMT",
"version": "v1"
},
{
"created": "Sun, 25 Feb 2024 03:06:17 GMT",
"version": "v2"
},
{
"created": "Thu, 28 Mar 2024 08:28:44 GMT",
"version": "v3"
}
] | 2024-03-29 | [
[
"Fei",
"Zhengcong",
""
],
[
"Fan",
"Mingyuan",
""
],
[
"Yu",
"Changqian",
""
],
[
"Huang",
"Junshi",
""
]
] | This paper presents a new exploration into a category of diffusion models built upon state space architecture. We endeavor to train diffusion models for image data, wherein the traditional U-Net backbone is supplanted by a state space backbone, functioning on raw patches or latent space. Given its notable efficacy in a... |
0802.0834 | Jaap-Henk Hoepman | Jaap-Henk Hoepman | The Ephemeral Pairing Problem | null | In 8th Int. Conf. Financial Cryptography, LNCS 3110, pages
212-226, Key West, FL, USA, February 9-12 2004. Springer | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In wireless ad-hoc broadcast networks the pairing problem consists of
establishing a (long-term) connection between two specific physical nodes in
the network that do not yet know each other. We focus on the ephemeral version
of this problem. Ephemeral pairings occur, for example, when electronic
business cards are e... | [
{
"created": "Wed, 6 Feb 2008 16:14:11 GMT",
"version": "v1"
}
] | 2016-09-08 | [
[
"Hoepman",
"Jaap-Henk",
""
]
] | In wireless ad-hoc broadcast networks the pairing problem consists of establishing a (long-term) connection between two specific physical nodes in the network that do not yet know each other. We focus on the ephemeral version of this problem. Ephemeral pairings occur, for example, when electronic business cards are exc... |
1410.6268 | Brijesh Dongol | Brijesh Dongol and John Derrick | Verifying linearizability: A comparative survey | 39 pages | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Linearizability has become the key correctness criterion for concurrent data
structures, ensuring that histories of the concurrent object under
consideration are consistent, where consistency is judged with respect to a
sequential history of a corresponding abstract data structure. Linearizability
allows any order of... | [
{
"created": "Thu, 23 Oct 2014 07:28:11 GMT",
"version": "v1"
},
{
"created": "Sat, 31 Jan 2015 09:21:40 GMT",
"version": "v2"
}
] | 2015-02-03 | [
[
"Dongol",
"Brijesh",
""
],
[
"Derrick",
"John",
""
]
] | Linearizability has become the key correctness criterion for concurrent data structures, ensuring that histories of the concurrent object under consideration are consistent, where consistency is judged with respect to a sequential history of a corresponding abstract data structure. Linearizability allows any order of c... |
2006.14890 | Dr Gregory Epiphaniou | Carsten Maple and Peter Davies and Kerstin Eder and Chris Hankin and
Greg Chance and Gregory Epiphaniou | CyRes -- Avoiding Catastrophic Failure in Connected and Autonomous
Vehicles (Extended Abstract) | 7 pages, extended abstract | null | null | null | cs.CR cs.CY cs.RO cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Existing approaches to cyber security and regulation in the automotive sector
cannot achieve the quality of outcome necessary to ensure the safe mass
deployment of advanced vehicle technologies and smart mobility systems. Without
sustainable resilience hard-fought public trust will evaporate, derailing
emerging globa... | [
{
"created": "Fri, 26 Jun 2020 09:59:52 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Jun 2020 15:12:59 GMT",
"version": "v2"
},
{
"created": "Fri, 3 Jul 2020 10:54:33 GMT",
"version": "v3"
}
] | 2020-07-06 | [
[
"Maple",
"Carsten",
""
],
[
"Davies",
"Peter",
""
],
[
"Eder",
"Kerstin",
""
],
[
"Hankin",
"Chris",
""
],
[
"Chance",
"Greg",
""
],
[
"Epiphaniou",
"Gregory",
""
]
] | Existing approaches to cyber security and regulation in the automotive sector cannot achieve the quality of outcome necessary to ensure the safe mass deployment of advanced vehicle technologies and smart mobility systems. Without sustainable resilience hard-fought public trust will evaporate, derailing emerging global ... |
2107.12034 | Dirk Alexander Molitor | Dirk Alexander Molitor and Christian Kubik and Ruben Helmut Hetfleisch
and Peter Groche | Workpiece Image-based Tool Wear Classification in Blanking Processes
Using Deep Convolutional Neural Networks | null | Production Engineering 16(4) (2022) 481-492 | 10.1007/s11740-022-01113-2 | null | cs.LG eess.IV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Blanking processes belong to the most widely used manufacturing techniques
due to their economic efficiency. Their economic viability depends to a large
extent on the resulting product quality and the associated customer
satisfaction as well as on possible downtimes. In particular, the occurrence of
increased tool we... | [
{
"created": "Mon, 26 Jul 2021 08:49:08 GMT",
"version": "v1"
}
] | 2023-10-09 | [
[
"Molitor",
"Dirk Alexander",
""
],
[
"Kubik",
"Christian",
""
],
[
"Hetfleisch",
"Ruben Helmut",
""
],
[
"Groche",
"Peter",
""
]
] | Blanking processes belong to the most widely used manufacturing techniques due to their economic efficiency. Their economic viability depends to a large extent on the resulting product quality and the associated customer satisfaction as well as on possible downtimes. In particular, the occurrence of increased tool wear... |
2303.09957 | Norman Meuschke | Norman Meuschke, Apurva Jagdale, Timo Spinde, Jelena Mitrovi\'c, Bela
Gipp | A Benchmark of PDF Information Extraction Tools using a Multi-Task and
Multi-Domain Evaluation Framework for Academic Documents | iConference 2023 | null | 10.1007/978-3-031-28032-0_31 | null | cs.IR | http://creativecommons.org/licenses/by/4.0/ | Extracting information from academic PDF documents is crucial for numerous
indexing, retrieval, and analysis use cases. Choosing the best tool to extract
specific content elements is difficult because many, technically diverse tools
are available, but recent performance benchmarks are rare. Moreover, such
benchmarks ... | [
{
"created": "Fri, 17 Mar 2023 13:26:33 GMT",
"version": "v1"
}
] | 2023-03-20 | [
[
"Meuschke",
"Norman",
""
],
[
"Jagdale",
"Apurva",
""
],
[
"Spinde",
"Timo",
""
],
[
"Mitrović",
"Jelena",
""
],
[
"Gipp",
"Bela",
""
]
] | Extracting information from academic PDF documents is crucial for numerous indexing, retrieval, and analysis use cases. Choosing the best tool to extract specific content elements is difficult because many, technically diverse tools are available, but recent performance benchmarks are rare. Moreover, such benchmarks ty... |
2310.00448 | Christian Intern\`o | Christian Intern\`o and Eloisa Ambrosini | Question-Answering Model for Schizophrenia Symptoms and Their Impact on
Daily Life using Mental Health Forums Data | null | null | null | null | cs.LG cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, there is strong emphasis on mining medical data using
machine learning techniques. A common problem is to obtain a noiseless set of
textual documents, with a relevant content for the research question, and
developing a Question Answering (QA) model for a specific medical field. The
purpose of this pa... | [
{
"created": "Sat, 30 Sep 2023 17:50:50 GMT",
"version": "v1"
}
] | 2023-10-03 | [
[
"Internò",
"Christian",
""
],
[
"Ambrosini",
"Eloisa",
""
]
] | In recent years, there is strong emphasis on mining medical data using machine learning techniques. A common problem is to obtain a noiseless set of textual documents, with a relevant content for the research question, and developing a Question Answering (QA) model for a specific medical field. The purpose of this pape... |
1802.04376 | Nathan Hilliard | Nathan Hilliard and Lawrence Phillips, Scott Howland, Art\"em Yankov,
Courtney D. Corley, Nathan O. Hodas | Few-Shot Learning with Metric-Agnostic Conditional Embeddings | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Learning high quality class representations from few examples is a key
problem in metric-learning approaches to few-shot learning. To accomplish this,
we introduce a novel architecture where class representations are conditioned
for each few-shot trial based on a target image. We also deviate from
traditional metric-... | [
{
"created": "Mon, 12 Feb 2018 21:56:12 GMT",
"version": "v1"
}
] | 2018-02-14 | [
[
"Hilliard",
"Nathan",
""
],
[
"Phillips",
"Lawrence",
""
],
[
"Howland",
"Scott",
""
],
[
"Yankov",
"Artëm",
""
],
[
"Corley",
"Courtney D.",
""
],
[
"Hodas",
"Nathan O.",
""
]
] | Learning high quality class representations from few examples is a key problem in metric-learning approaches to few-shot learning. To accomplish this, we introduce a novel architecture where class representations are conditioned for each few-shot trial based on a target image. We also deviate from traditional metric-le... |
1909.00734 | Xinyu Hua | Xinyu Hua and Lu Wang | Sentence-Level Content Planning and Style Specification for Neural Text
Generation | Accepted as a long paper to EMNLP 2019 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Building effective text generation systems requires three critical
components: content selection, text planning, and surface realization, and
traditionally they are tackled as separate problems. Recent all-in-one style
neural generation models have made impressive progress, yet they often produce
outputs that are inc... | [
{
"created": "Mon, 2 Sep 2019 14:29:36 GMT",
"version": "v1"
}
] | 2019-09-04 | [
[
"Hua",
"Xinyu",
""
],
[
"Wang",
"Lu",
""
]
] | Building effective text generation systems requires three critical components: content selection, text planning, and surface realization, and traditionally they are tackled as separate problems. Recent all-in-one style neural generation models have made impressive progress, yet they often produce outputs that are incoh... |
1407.2827 | Alberto Mart\'in-Mart\'in | Alberto Mart\'in-Mart\'in, Juan Manuel Ayll\'on, Enrique
Ordu\~na-Malea, Emilio Delgado L\'opez-C\'ozar | Google Scholar Metrics 2014: a low cost bibliometric tool | 37 pages, 10 tables, 2 figures, 5 appendixes | null | null | EC3 Working Paper 17 | cs.DL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We analyse the main features of the third edition of Google Scholar Metrics
(GSM), released in June 2014, focusing on its more important changes,
strengths, and weaknesses. Additionally, we present some figures that outline
the dimensions of this new edition, and we compare them to those of previous
editions. Princip... | [
{
"created": "Thu, 10 Jul 2014 15:28:23 GMT",
"version": "v1"
}
] | 2014-07-11 | [
[
"Martín-Martín",
"Alberto",
""
],
[
"Ayllón",
"Juan Manuel",
""
],
[
"Orduña-Malea",
"Enrique",
""
],
[
"López-Cózar",
"Emilio Delgado",
""
]
] | We analyse the main features of the third edition of Google Scholar Metrics (GSM), released in June 2014, focusing on its more important changes, strengths, and weaknesses. Additionally, we present some figures that outline the dimensions of this new edition, and we compare them to those of previous editions. Principal... |
2407.21059 | Yunfan Gao | Yunfan Gao, Yun Xiong, Meng Wang and Haofen Wang | Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable
Frameworks | null | null | null | null | cs.CL cs.AI cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Retrieval-augmented Generation (RAG) has markedly enhanced the capabilities
of Large Language Models (LLMs) in tackling knowledge-intensive tasks. The
increasing demands of application scenarios have driven the evolution of RAG,
leading to the integration of advanced retrievers, LLMs and other complementary
technolog... | [
{
"created": "Fri, 26 Jul 2024 03:45:30 GMT",
"version": "v1"
}
] | 2024-08-01 | [
[
"Gao",
"Yunfan",
""
],
[
"Xiong",
"Yun",
""
],
[
"Wang",
"Meng",
""
],
[
"Wang",
"Haofen",
""
]
] | Retrieval-augmented Generation (RAG) has markedly enhanced the capabilities of Large Language Models (LLMs) in tackling knowledge-intensive tasks. The increasing demands of application scenarios have driven the evolution of RAG, leading to the integration of advanced retrievers, LLMs and other complementary technologie... |
2302.11919 | Andrea Piazzoni | Andrea Piazzoni, Jim Cherian, Justin Dauwels, Lap-Pui Chau | PEM: Perception Error Model for Virtual Testing of Autonomous Vehicles | 12 pages, 10 figures. This is a preprint, and version 2 only updates
the title and the reference to the final published article, which can be
found at DOI: 10.1109/TITS.2023.3311633 | IEEE Transactions on Intelligent Transportation Systems, vol. 25,
no. 1, pp. 670-681, Jan. 2024 | 10.1109/TITS.2023.3311633 | null | cs.RO cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Even though virtual testing of Autonomous Vehicles (AVs) has been well
recognized as essential for safety assessment, AV simulators are still
undergoing active development. One particularly challenging question is to
effectively include the Sensing and Perception (S&P) subsystem into the
simulation loop. In this arti... | [
{
"created": "Thu, 23 Feb 2023 10:54:36 GMT",
"version": "v1"
},
{
"created": "Tue, 27 Feb 2024 09:47:33 GMT",
"version": "v2"
}
] | 2024-02-28 | [
[
"Piazzoni",
"Andrea",
""
],
[
"Cherian",
"Jim",
""
],
[
"Dauwels",
"Justin",
""
],
[
"Chau",
"Lap-Pui",
""
]
] | Even though virtual testing of Autonomous Vehicles (AVs) has been well recognized as essential for safety assessment, AV simulators are still undergoing active development. One particularly challenging question is to effectively include the Sensing and Perception (S&P) subsystem into the simulation loop. In this articl... |
2006.08328 | Ioannis Mollas | Ioannis Mollas, Zoe Chrysopoulou, Stamatis Karlos, Grigorios Tsoumakas | ETHOS: an Online Hate Speech Detection Dataset | 16 Pages, 3 Figures, 9 Tables, Submitted to the special issue on
"Intelligent Systems for Safer Social Media" of Complex & Intelligent Systems | null | 10.1007/s40747-021-00608-2 | null | cs.CL cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Online hate speech is a recent problem in our society that is rising at a
steady pace by leveraging the vulnerabilities of the corresponding regimes that
characterise most social media platforms. This phenomenon is primarily fostered
by offensive comments, either during user interaction or in the form of a
posted mul... | [
{
"created": "Thu, 11 Jun 2020 08:59:57 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Jul 2021 07:25:14 GMT",
"version": "v2"
}
] | 2022-01-05 | [
[
"Mollas",
"Ioannis",
""
],
[
"Chrysopoulou",
"Zoe",
""
],
[
"Karlos",
"Stamatis",
""
],
[
"Tsoumakas",
"Grigorios",
""
]
] | Online hate speech is a recent problem in our society that is rising at a steady pace by leveraging the vulnerabilities of the corresponding regimes that characterise most social media platforms. This phenomenon is primarily fostered by offensive comments, either during user interaction or in the form of a posted multi... |
2304.12489 | Anwei Luo | Anwei Luo, Chenqi Kong, Jiwu Huang, Yongjian Hu, Xiangui Kang and Alex
C. Kot | Beyond the Prior Forgery Knowledge: Mining Critical Clues for General
Face Forgery Detection | null | null | null | null | cs.CV cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Face forgery detection is essential in combating malicious digital face
attacks. Previous methods mainly rely on prior expert knowledge to capture
specific forgery clues, such as noise patterns, blending boundaries, and
frequency artifacts. However, these methods tend to get trapped in local
optima, resulting in limi... | [
{
"created": "Mon, 24 Apr 2023 23:02:27 GMT",
"version": "v1"
}
] | 2023-04-26 | [
[
"Luo",
"Anwei",
""
],
[
"Kong",
"Chenqi",
""
],
[
"Huang",
"Jiwu",
""
],
[
"Hu",
"Yongjian",
""
],
[
"Kang",
"Xiangui",
""
],
[
"Kot",
"Alex C.",
""
]
] | Face forgery detection is essential in combating malicious digital face attacks. Previous methods mainly rely on prior expert knowledge to capture specific forgery clues, such as noise patterns, blending boundaries, and frequency artifacts. However, these methods tend to get trapped in local optima, resulting in limite... |
1707.06665 | Sergey Pupyrev | Igor Kabiljo and Brian Karrer and Mayank Pundir and Sergey Pupyrev and
Alon Shalita and Alessandro Presta and Yaroslav Akhremtsev | Social Hash Partitioner: A Scalable Distributed Hypergraph Partitioner | Proceedings of the VLDB Endowment 2017 | null | null | null | cs.DS cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We design and implement a distributed algorithm for balanced $k$-way
hypergraph partitioning that minimizes fanout, a fundamental hypergraph
quantity also known as the communication volume and ($k-1$)-cut metric, by
optimizing a novel objective called probabilistic fanout. This choice allows a
simple local search heu... | [
{
"created": "Thu, 20 Jul 2017 18:17:36 GMT",
"version": "v1"
}
] | 2017-07-24 | [
[
"Kabiljo",
"Igor",
""
],
[
"Karrer",
"Brian",
""
],
[
"Pundir",
"Mayank",
""
],
[
"Pupyrev",
"Sergey",
""
],
[
"Shalita",
"Alon",
""
],
[
"Presta",
"Alessandro",
""
],
[
"Akhremtsev",
"Yaroslav",
""
]
] | We design and implement a distributed algorithm for balanced $k$-way hypergraph partitioning that minimizes fanout, a fundamental hypergraph quantity also known as the communication volume and ($k-1$)-cut metric, by optimizing a novel objective called probabilistic fanout. This choice allows a simple local search heuri... |
1903.01902 | Manish Gupta | Amay Agrawal and Dixita Limbachiya and Ravikumar M. and Taslimarif
Saiyed and Manish K. Gupta | BacSoft: A Tool to Archive Data on Bacteria | 8 pages, 13 figures, poster abstract DNA Computing and Molecular
Programming, DNA24 conference, Jinan, China, Oct 2018 | null | null | null | cs.ET q-bio.QM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, DNA data storage systems have attracted many researchers worldwide.
Motivated by the success stories of such systems, in this work we propose a
software called BacSoft to clone the data in a bacterial plasmid by using the
concept of genetic engineering. We consider the encoding schemes such that it
satisfie... | [
{
"created": "Tue, 5 Mar 2019 15:34:28 GMT",
"version": "v1"
}
] | 2019-03-06 | [
[
"Agrawal",
"Amay",
""
],
[
"Limbachiya",
"Dixita",
""
],
[
"M.",
"Ravikumar",
""
],
[
"Saiyed",
"Taslimarif",
""
],
[
"Gupta",
"Manish K.",
""
]
] | Recently, DNA data storage systems have attracted many researchers worldwide. Motivated by the success stories of such systems, in this work we propose a software called BacSoft to clone the data in a bacterial plasmid by using the concept of genetic engineering. We consider the encoding schemes such that it satisfies ... |
2011.06294 | Zhewei Huang | Zhewei Huang, Tianyuan Zhang, Wen Heng, Boxin Shi, Shuchang Zhou | Real-Time Intermediate Flow Estimation for Video Frame Interpolation | Accepted to ECCV 2022 | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Real-time video frame interpolation (VFI) is very useful in video processing,
media players, and display devices. We propose RIFE, a Real-time Intermediate
Flow Estimation algorithm for VFI. To realize a high-quality flow-based VFI
method, RIFE uses a neural network named IFNet that can estimate the
intermediate flow... | [
{
"created": "Thu, 12 Nov 2020 10:12:06 GMT",
"version": "v1"
},
{
"created": "Tue, 16 Nov 2021 13:08:32 GMT",
"version": "v10"
},
{
"created": "Wed, 17 Nov 2021 08:39:12 GMT",
"version": "v11"
},
{
"created": "Wed, 13 Jul 2022 06:51:21 GMT",
"version": "v12"
},
{
... | 2022-07-14 | [
[
"Huang",
"Zhewei",
""
],
[
"Zhang",
"Tianyuan",
""
],
[
"Heng",
"Wen",
""
],
[
"Shi",
"Boxin",
""
],
[
"Zhou",
"Shuchang",
""
]
] | Real-time video frame interpolation (VFI) is very useful in video processing, media players, and display devices. We propose RIFE, a Real-time Intermediate Flow Estimation algorithm for VFI. To realize a high-quality flow-based VFI method, RIFE uses a neural network named IFNet that can estimate the intermediate flows ... |
2404.17275 | Xiang Gu | Xiang Gu, Xi Yu, Yan Yang, Jian Sun, Zongben Xu | Adversarial Reweighting with $\alpha$-Power Maximization for Domain
Adaptation | To appear in IJCV | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The practical Domain Adaptation (DA) tasks, e.g., Partial DA (PDA), open-set
DA, universal DA, and test-time adaptation, have gained increasing attention in
the machine learning community. In this paper, we propose a novel approach,
dubbed Adversarial Reweighting with $\alpha$-Power Maximization (ARPM), for PDA
where... | [
{
"created": "Fri, 26 Apr 2024 09:29:55 GMT",
"version": "v1"
}
] | 2024-04-29 | [
[
"Gu",
"Xiang",
""
],
[
"Yu",
"Xi",
""
],
[
"Yang",
"Yan",
""
],
[
"Sun",
"Jian",
""
],
[
"Xu",
"Zongben",
""
]
] | The practical Domain Adaptation (DA) tasks, e.g., Partial DA (PDA), open-set DA, universal DA, and test-time adaptation, have gained increasing attention in the machine learning community. In this paper, we propose a novel approach, dubbed Adversarial Reweighting with $\alpha$-Power Maximization (ARPM), for PDA where t... |
2007.12329 | Yujia Zheng | Siyi Liu and Yujia Zheng | Long-tail Session-based Recommendation | Accepted at RecSys 2020 | null | null | null | cs.IR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Session-based recommendation focuses on the prediction of user actions based
on anonymous sessions and is a necessary method in the lack of user historical
data. However, none of the existing session-based recommendation methods
explicitly takes the long-tail recommendation into consideration, which plays
an importan... | [
{
"created": "Fri, 24 Jul 2020 03:36:35 GMT",
"version": "v1"
},
{
"created": "Tue, 4 Aug 2020 02:00:35 GMT",
"version": "v2"
}
] | 2020-08-05 | [
[
"Liu",
"Siyi",
""
],
[
"Zheng",
"Yujia",
""
]
] | Session-based recommendation focuses on the prediction of user actions based on anonymous sessions and is a necessary method in the lack of user historical data. However, none of the existing session-based recommendation methods explicitly takes the long-tail recommendation into consideration, which plays an important ... |
2112.05379 | Zhipeng Wei | Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang | Cross-Modal Transferable Adversarial Attacks from Images to Videos | null | null | null | null | cs.CV cs.CR cs.LG | http://creativecommons.org/licenses/by/4.0/ | Recent studies have shown that adversarial examples hand-crafted on one
white-box model can be used to attack other black-box models. Such cross-model
transferability makes it feasible to perform black-box attacks, which has
raised security concerns for real-world DNNs applications. Nevertheless,
existing works mostl... | [
{
"created": "Fri, 10 Dec 2021 08:19:03 GMT",
"version": "v1"
}
] | 2021-12-13 | [
[
"Wei",
"Zhipeng",
""
],
[
"Chen",
"Jingjing",
""
],
[
"Wu",
"Zuxuan",
""
],
[
"Jiang",
"Yu-Gang",
""
]
] | Recent studies have shown that adversarial examples hand-crafted on one white-box model can be used to attack other black-box models. Such cross-model transferability makes it feasible to perform black-box attacks, which has raised security concerns for real-world DNNs applications. Nevertheless, existing works mostly ... |
2303.08327 | Yuanbo Li | Yuanbo Li, Yiqin Wang, Yi Chen, Ziming Yu, and Chong Han | Channel Measurement and Coverage Analysis for NIRS-Aided THz
Communications in Indoor Environments | 5 figures, 2 tables | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Due to large reflection and diffraction losses in the THz band, it is
arguable to achieve reliable links in the none-line-of-sight (NLoS) cases.
Intelligent reflecting surfaces, although are expected to solve the blockage
problem and enhance the system connectivity, suffer from fabrication difficulty
and operation co... | [
{
"created": "Wed, 15 Mar 2023 02:28:13 GMT",
"version": "v1"
},
{
"created": "Tue, 13 Jun 2023 07:23:40 GMT",
"version": "v2"
}
] | 2023-06-14 | [
[
"Li",
"Yuanbo",
""
],
[
"Wang",
"Yiqin",
""
],
[
"Chen",
"Yi",
""
],
[
"Yu",
"Ziming",
""
],
[
"Han",
"Chong",
""
]
] | Due to large reflection and diffraction losses in the THz band, it is arguable to achieve reliable links in the none-line-of-sight (NLoS) cases. Intelligent reflecting surfaces, although are expected to solve the blockage problem and enhance the system connectivity, suffer from fabrication difficulty and operation comp... |
2404.12014 | Jiawei Liu | Zi Xiong, Lizhi Qing, Yangyang Kang, Jiawei Liu, Hongsong Li,
Changlong Sun, Xiaozhong Liu, Wei Lu | Enhance Robustness of Language Models Against Variation Attack through
Graph Integration | 12 pages, 4 figures, accepted by COLING 2024 | null | null | null | cs.CL cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The widespread use of pre-trained language models (PLMs) in natural language
processing (NLP) has greatly improved performance outcomes. However, these
models' vulnerability to adversarial attacks (e.g., camouflaged hints from drug
dealers), particularly in the Chinese language with its rich character
diversity/varia... | [
{
"created": "Thu, 18 Apr 2024 09:04:39 GMT",
"version": "v1"
}
] | 2024-04-19 | [
[
"Xiong",
"Zi",
""
],
[
"Qing",
"Lizhi",
""
],
[
"Kang",
"Yangyang",
""
],
[
"Liu",
"Jiawei",
""
],
[
"Li",
"Hongsong",
""
],
[
"Sun",
"Changlong",
""
],
[
"Liu",
"Xiaozhong",
""
],
[
"Lu",
"Wei"... | The widespread use of pre-trained language models (PLMs) in natural language processing (NLP) has greatly improved performance outcomes. However, these models' vulnerability to adversarial attacks (e.g., camouflaged hints from drug dealers), particularly in the Chinese language with its rich character diversity/variati... |
2307.08499 | Zhiling Yue | Zhiling Yue, Howard H. Yang, Meng Zhang, and Nikolaos Pappas | Age of Information in Locally Adaptive Frame Slotted ALOHA | null | null | null | null | cs.NI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We consider a random access network consisting of source-destination pairs.
Each source node generates status updates and transmits this information to its
intended destination over a shared spectrum. The goal is to minimize the
network-wide Age of Information (AoI). We develop a frame slotted ALOHA
(FSA)-based polic... | [
{
"created": "Mon, 17 Jul 2023 14:03:13 GMT",
"version": "v1"
}
] | 2023-07-18 | [
[
"Yue",
"Zhiling",
""
],
[
"Yang",
"Howard H.",
""
],
[
"Zhang",
"Meng",
""
],
[
"Pappas",
"Nikolaos",
""
]
] | We consider a random access network consisting of source-destination pairs. Each source node generates status updates and transmits this information to its intended destination over a shared spectrum. The goal is to minimize the network-wide Age of Information (AoI). We develop a frame slotted ALOHA (FSA)-based policy ... |
2306.11990 | Chengxu Duan | Chengxu Duan, Zhicheng Zhang, Xiaoli Liu, Yonghao Dang and Jianqin Yin | Physics-constrained Attack against Convolution-based Human Motion
Prediction | null | null | 10.1016/j.neucom.2024.127272 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Human motion prediction has achieved a brilliant performance with the help of
convolution-based neural networks. However, currently, there is no work
evaluating the potential risk in human motion prediction when facing
adversarial attacks. The adversarial attack will encounter problems against
human motion prediction... | [
{
"created": "Wed, 21 Jun 2023 03:01:45 GMT",
"version": "v1"
},
{
"created": "Mon, 3 Jul 2023 08:09:58 GMT",
"version": "v2"
},
{
"created": "Mon, 15 Jan 2024 02:09:08 GMT",
"version": "v3"
}
] | 2024-03-27 | [
[
"Duan",
"Chengxu",
""
],
[
"Zhang",
"Zhicheng",
""
],
[
"Liu",
"Xiaoli",
""
],
[
"Dang",
"Yonghao",
""
],
[
"Yin",
"Jianqin",
""
]
] | Human motion prediction has achieved a brilliant performance with the help of convolution-based neural networks. However, currently, there is no work evaluating the potential risk in human motion prediction when facing adversarial attacks. The adversarial attack will encounter problems against human motion prediction i... |
2111.07024 | Martin P. Seybold | Milutin Brankovic, Martin P. Seybold | Optimal Window Queries on Line Segments using the Trapezoidal Search DAG | Added proceedings reference | Proc. of Computing and Combinatorics (COCOON 2022). Lecture Notes
in Computer Science, vol 13595 | 10.1007/978-3-031-22105-7_46 | null | cs.CG cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a new query application for the well-known Trapezoidal Search DAG
(TSD) of a set of $n$~line segments in the plane, where queries are allowed to
be {\em vertical line segments}.
We show that a simple Depth-First Search reports the $k$ trapezoids that are
intersected by the query segment in $O(k+\log n)$ ... | [
{
"created": "Sat, 13 Nov 2021 03:11:27 GMT",
"version": "v1"
},
{
"created": "Mon, 13 Dec 2021 04:24:52 GMT",
"version": "v2"
},
{
"created": "Sat, 13 Jan 2024 16:58:01 GMT",
"version": "v3"
}
] | 2024-01-17 | [
[
"Brankovic",
"Milutin",
""
],
[
"Seybold",
"Martin P.",
""
]
] | We propose a new query application for the well-known Trapezoidal Search DAG (TSD) of a set of $n$~line segments in the plane, where queries are allowed to be {\em vertical line segments}. We show that a simple Depth-First Search reports the $k$ trapezoids that are intersected by the query segment in $O(k+\log n)$ expe... |
1506.02717 | Paul Kirchner | Paul Kirchner and Pierre-Alain Fouque | An Improved BKW Algorithm for LWE with Applications to Cryptography and
Lattices | CRYPTO 2015 | null | null | null | cs.CR cs.DS cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study the Learning With Errors problem and its binary
variant, where secrets and errors are binary or taken in a small interval. We
introduce a new variant of the Blum, Kalai and Wasserman algorithm, relying on
a quantization step that generalizes and fine-tunes modulus switching. In
general this ne... | [
{
"created": "Mon, 8 Jun 2015 22:22:25 GMT",
"version": "v1"
},
{
"created": "Mon, 15 Jun 2015 19:53:27 GMT",
"version": "v2"
},
{
"created": "Mon, 22 Jun 2015 22:16:33 GMT",
"version": "v3"
},
{
"created": "Mon, 29 Jun 2015 23:24:59 GMT",
"version": "v4"
}
] | 2015-07-01 | [
[
"Kirchner",
"Paul",
""
],
[
"Fouque",
"Pierre-Alain",
""
]
] | In this paper, we study the Learning With Errors problem and its binary variant, where secrets and errors are binary or taken in a small interval. We introduce a new variant of the Blum, Kalai and Wasserman algorithm, relying on a quantization step that generalizes and fine-tunes modulus switching. In general this new ... |
0705.1455 | Jerome Darmont | Fadila Bentayeb (ERIC), J\'er\^ome Darmont (ERIC) | Decision tree modeling with relational views | null | LNAI, Vol. 2366 (06/2002) 423-431 | null | null | cs.DB | null | Data mining is a useful decision support technique that can be used to
discover production rules in warehouses or corporate data. Data mining research
has made much effort to apply various mining algorithms efficiently on large
databases. However, a serious problem in their practical application is the
long processin... | [
{
"created": "Thu, 10 May 2007 12:25:57 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Bentayeb",
"Fadila",
"",
"ERIC"
],
[
"Darmont",
"Jérôme",
"",
"ERIC"
]
] | Data mining is a useful decision support technique that can be used to discover production rules in warehouses or corporate data. Data mining research has made much effort to apply various mining algorithms efficiently on large databases. However, a serious problem in their practical application is the long processing ... |
2005.11994 | Pradipta Biswas | Vinay Krishna Sharma, L.R.D. Murthy, KamalPreet Singh Saluja, Vimal
Mollyn, Gourav Sharma and Pradipta Biswas | Eye Gaze Controlled Robotic Arm for Persons with SSMI | Citation: VK Sharma, KPS Saluja, LRD Murthy, G Sharma and P Biswas,
Webcam Controlled Robotic Arm for Persons with SSMI, Technology and
Disability 32 (3), IOS Press 2020 [Official journal of EU AAATE association] | null | 10.3233/TAD-200264 | null | cs.HC cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Background: People with severe speech and motor impairment (SSMI) often uses
a technique called eye pointing to communicate with outside world. One of their
parents, caretakers or teachers hold a printed board in front of them and by
analyzing their eye gaze manually, their intentions are interpreted. This
technique ... | [
{
"created": "Mon, 25 May 2020 09:23:20 GMT",
"version": "v1"
}
] | 2020-05-26 | [
[
"Sharma",
"Vinay Krishna",
""
],
[
"Murthy",
"L. R. D.",
""
],
[
"Saluja",
"KamalPreet Singh",
""
],
[
"Mollyn",
"Vimal",
""
],
[
"Sharma",
"Gourav",
""
],
[
"Biswas",
"Pradipta",
""
]
] | Background: People with severe speech and motor impairment (SSMI) often uses a technique called eye pointing to communicate with outside world. One of their parents, caretakers or teachers hold a printed board in front of them and by analyzing their eye gaze manually, their intentions are interpreted. This technique is... |
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