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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1309.0277 | Antonis Sidiropoulos | Antonis Sidiropoulos, Dimitrios Katsaros, Yannis Manolopoulos | Categorizing Influential Authors Using Penalty Areas | null | null | null | null | cs.DL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The concept of h-index has been proposed to easily assess a researcher's
performance with a single two-dimensional number. However, by using only this
single number, we lose significant information about the distribution of the
number of citations per article of an author's publication list. Two authors
with the same... | [
{
"created": "Sun, 1 Sep 2013 23:35:52 GMT",
"version": "v1"
}
] | 2013-09-03 | [
[
"Sidiropoulos",
"Antonis",
""
],
[
"Katsaros",
"Dimitrios",
""
],
[
"Manolopoulos",
"Yannis",
""
]
] | The concept of h-index has been proposed to easily assess a researcher's performance with a single two-dimensional number. However, by using only this single number, we lose significant information about the distribution of the number of citations per article of an author's publication list. Two authors with the same h... |
1703.00080 | Md Farhadur Rahman | Md Farhadur Rahman, Abolfazl Asudeh, Nick Koudas, Gautam Das | Efficient Computation of Subspace Skyline over Categorical Domains | null | null | null | null | cs.DB | http://creativecommons.org/licenses/by/4.0/ | Platforms such as AirBnB, Zillow, Yelp, and related sites have transformed
the way we search for accommodation, restaurants, etc. The underlying datasets
in such applications have numerous attributes that are mostly Boolean or
Categorical. Discovering the skyline of such datasets over a subset of
attributes would ide... | [
{
"created": "Tue, 28 Feb 2017 22:37:27 GMT",
"version": "v1"
},
{
"created": "Fri, 3 Mar 2017 22:01:13 GMT",
"version": "v2"
},
{
"created": "Tue, 30 May 2017 09:18:24 GMT",
"version": "v3"
}
] | 2017-05-31 | [
[
"Rahman",
"Md Farhadur",
""
],
[
"Asudeh",
"Abolfazl",
""
],
[
"Koudas",
"Nick",
""
],
[
"Das",
"Gautam",
""
]
] | Platforms such as AirBnB, Zillow, Yelp, and related sites have transformed the way we search for accommodation, restaurants, etc. The underlying datasets in such applications have numerous attributes that are mostly Boolean or Categorical. Discovering the skyline of such datasets over a subset of attributes would ident... |
2306.09346 | Yossi Gandelsman | Amil Dravid, Yossi Gandelsman, Alexei A. Efros, Assaf Shocher | Rosetta Neurons: Mining the Common Units in a Model Zoo | Project page: https://yossigandelsman.github.io/rosetta_neurons/ | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Do different neural networks, trained for various vision tasks, share some
common representations? In this paper, we demonstrate the existence of common
features we call "Rosetta Neurons" across a range of models with different
architectures, different tasks (generative and discriminative), and different
types of sup... | [
{
"created": "Thu, 15 Jun 2023 17:59:54 GMT",
"version": "v1"
},
{
"created": "Fri, 16 Jun 2023 04:36:31 GMT",
"version": "v2"
}
] | 2023-06-19 | [
[
"Dravid",
"Amil",
""
],
[
"Gandelsman",
"Yossi",
""
],
[
"Efros",
"Alexei A.",
""
],
[
"Shocher",
"Assaf",
""
]
] | Do different neural networks, trained for various vision tasks, share some common representations? In this paper, we demonstrate the existence of common features we call "Rosetta Neurons" across a range of models with different architectures, different tasks (generative and discriminative), and different types of super... |
1709.08432 | Lai Wei | Xiaochen Chen, Lai Wei, Jiaxin Xu | House Price Prediction Using LSTM | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we use the house price data ranging from January 2004 to
October 2016 to predict the average house price of November and December in
2016 for each district in Beijing, Shanghai, Guangzhou and Shenzhen. We apply
Autoregressive Integrated Moving Average model to generate the baseline while
LSTM networks ... | [
{
"created": "Mon, 25 Sep 2017 11:31:50 GMT",
"version": "v1"
}
] | 2017-09-26 | [
[
"Chen",
"Xiaochen",
""
],
[
"Wei",
"Lai",
""
],
[
"Xu",
"Jiaxin",
""
]
] | In this paper, we use the house price data ranging from January 2004 to October 2016 to predict the average house price of November and December in 2016 for each district in Beijing, Shanghai, Guangzhou and Shenzhen. We apply Autoregressive Integrated Moving Average model to generate the baseline while LSTM networks to... |
2306.09171 | Bernadetta Bartosik | Bernadetta Bartosik, Grzegorz M. Wojcik, Andrzej Kawiak, Aneta
Brzezicka | How are the people in the photos judged? Analysis of brain activity when
assessing levels of trust and attractiveness | null | null | null | null | cs.HC cs.LG | http://creativecommons.org/licenses/by/4.0/ | Trust is the foundation of every area of life. Without it, it is difficult to
build lasting relationships. Unfortunately, in recent years, trust has been
severely damaged by the spread of fake news and disinformation, which has
become a serious social problem. In addition to trust, the factor influencing
interpersona... | [
{
"created": "Thu, 15 Jun 2023 14:49:54 GMT",
"version": "v1"
}
] | 2023-06-16 | [
[
"Bartosik",
"Bernadetta",
""
],
[
"Wojcik",
"Grzegorz M.",
""
],
[
"Kawiak",
"Andrzej",
""
],
[
"Brzezicka",
"Aneta",
""
]
] | Trust is the foundation of every area of life. Without it, it is difficult to build lasting relationships. Unfortunately, in recent years, trust has been severely damaged by the spread of fake news and disinformation, which has become a serious social problem. In addition to trust, the factor influencing interpersonal ... |
2108.00566 | Binayak Tiwari | Binayak Tiwari, Mei Yang, Yingtao Jiang, Xiaohang Wang | Efficient On-Chip Multicast Routing based on Dynamic Partition Merging | Presented at 28th Euromicro International Conference on Parallel,
Distributed and Network-based Preocessing | null | null | null | cs.NI cs.AR cs.DC | http://creativecommons.org/licenses/by/4.0/ | Networks-on-chips (NoCs) have become the mainstream communication
infrastructure for chip multiprocessors (CMPs) and many-core systems. The
commonly used parallel applications and emerging machine learning-based
applications involve a significant amount of collective communication patterns.
In CMP applications, multi... | [
{
"created": "Sun, 1 Aug 2021 23:40:57 GMT",
"version": "v1"
}
] | 2021-08-03 | [
[
"Tiwari",
"Binayak",
""
],
[
"Yang",
"Mei",
""
],
[
"Jiang",
"Yingtao",
""
],
[
"Wang",
"Xiaohang",
""
]
] | Networks-on-chips (NoCs) have become the mainstream communication infrastructure for chip multiprocessors (CMPs) and many-core systems. The commonly used parallel applications and emerging machine learning-based applications involve a significant amount of collective communication patterns. In CMP applications, multica... |
2407.15894 | Jingchen Sun | Jingchen Sun, Rohan Sharma, Vishnu Suresh Lokhande, Changyou Chen | Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning | 15pages | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Prompt Tuning has emerged as a prominent research paradigm for adapting
vision-language models to various downstream tasks. However, recent research
indicates that prompt tuning methods often lead to overfitting due to limited
training samples. In this paper, we propose a Cross-modal Aligned Feature
Tuning (Craft) me... | [
{
"created": "Mon, 22 Jul 2024 03:51:16 GMT",
"version": "v1"
},
{
"created": "Wed, 24 Jul 2024 02:16:11 GMT",
"version": "v2"
}
] | 2024-07-26 | [
[
"Sun",
"Jingchen",
""
],
[
"Sharma",
"Rohan",
""
],
[
"Lokhande",
"Vishnu Suresh",
""
],
[
"Chen",
"Changyou",
""
]
] | Prompt Tuning has emerged as a prominent research paradigm for adapting vision-language models to various downstream tasks. However, recent research indicates that prompt tuning methods often lead to overfitting due to limited training samples. In this paper, we propose a Cross-modal Aligned Feature Tuning (Craft) meth... |
2107.07921 | Alessandro Marino | Martina Lippi and Alessandro Marino | Safety in human-multi robot collaborative scenarios: a trajectory
scaling approach | Link to the paper:
https://www.sciencedirect.com/science/article/pii/S2405896318332464 | IFAC-PapersOnLine, Volume 51, Issue 22, Pages 190-196, 2018 | 10.1016/j.ifacol.2018.11.540 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, a strategy to handle the human safety in a multi-robot
scenario is devised. In the presented framework, it is foreseen that robots are
in charge of performing any cooperative manipulation task which is
parameterized by a proper task function. The devised architecture answers to
the increasing demand of... | [
{
"created": "Fri, 16 Jul 2021 14:22:01 GMT",
"version": "v1"
}
] | 2021-07-19 | [
[
"Lippi",
"Martina",
""
],
[
"Marino",
"Alessandro",
""
]
] | In this paper, a strategy to handle the human safety in a multi-robot scenario is devised. In the presented framework, it is foreseen that robots are in charge of performing any cooperative manipulation task which is parameterized by a proper task function. The devised architecture answers to the increasing demand of s... |
2404.18940 | Johannes Hirth | Claude Draude, Dominik D\"urrschnabel, Johannes Hirth, Viktoria Horn,
Jonathan Kropf, J\"orn Lamla, Gerd Stumme, Markus Uhlmann | Conceptual Mapping of Controversies | null | null | null | null | cs.SI cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With our work, we contribute towards a qualitative analysis of the discourse
on controversies in online news media. For this, we employ Formal Concept
Analysis and the economics of conventions to derive conceptual controversy
maps. In our experiments, we analyze two maps from different news journals with
methods from... | [
{
"created": "Thu, 25 Apr 2024 13:57:53 GMT",
"version": "v1"
}
] | 2024-05-01 | [
[
"Draude",
"Claude",
""
],
[
"Dürrschnabel",
"Dominik",
""
],
[
"Hirth",
"Johannes",
""
],
[
"Horn",
"Viktoria",
""
],
[
"Kropf",
"Jonathan",
""
],
[
"Lamla",
"Jörn",
""
],
[
"Stumme",
"Gerd",
""
],
[
... | With our work, we contribute towards a qualitative analysis of the discourse on controversies in online news media. For this, we employ Formal Concept Analysis and the economics of conventions to derive conceptual controversy maps. In our experiments, we analyze two maps from different news journals with methods from o... |
2402.02564 | Danit Yshaayahu Levi | Danit Yshaayahu Levi and Reut Tsarfaty | A Truly Joint Neural Architecture for Segmentation and Parsing | null | null | null | null | cs.CL cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Contemporary multilingual dependency parsers can parse a diverse set of
languages, but for Morphologically Rich Languages (MRLs), performance is
attested to be lower than other languages. The key challenge is that, due to
high morphological complexity and ambiguity of the space-delimited input
tokens, the linguistic ... | [
{
"created": "Sun, 4 Feb 2024 16:56:08 GMT",
"version": "v1"
},
{
"created": "Sat, 2 Mar 2024 16:33:32 GMT",
"version": "v2"
}
] | 2024-03-05 | [
[
"Levi",
"Danit Yshaayahu",
""
],
[
"Tsarfaty",
"Reut",
""
]
] | Contemporary multilingual dependency parsers can parse a diverse set of languages, but for Morphologically Rich Languages (MRLs), performance is attested to be lower than other languages. The key challenge is that, due to high morphological complexity and ambiguity of the space-delimited input tokens, the linguistic un... |
1808.06645 | George Adam | George A. Adam, Petr Smirnov, David Duvenaud, Benjamin Haibe-Kains,
Anna Goldenberg | Stochastic Combinatorial Ensembles for Defending Against Adversarial
Examples | null | null | null | null | cs.LG cs.CR stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many deep learning algorithms can be easily fooled with simple adversarial
examples. To address the limitations of existing defenses, we devised a
probabilistic framework that can generate an exponentially large ensemble of
models from a single model with just a linear cost. This framework takes
advantage of neural n... | [
{
"created": "Mon, 20 Aug 2018 18:39:04 GMT",
"version": "v1"
},
{
"created": "Sat, 8 Sep 2018 16:12:53 GMT",
"version": "v2"
}
] | 2018-09-11 | [
[
"Adam",
"George A.",
""
],
[
"Smirnov",
"Petr",
""
],
[
"Duvenaud",
"David",
""
],
[
"Haibe-Kains",
"Benjamin",
""
],
[
"Goldenberg",
"Anna",
""
]
] | Many deep learning algorithms can be easily fooled with simple adversarial examples. To address the limitations of existing defenses, we devised a probabilistic framework that can generate an exponentially large ensemble of models from a single model with just a linear cost. This framework takes advantage of neural net... |
1906.11485 | Moritz Schubotz | Andre Greiner-Petter, Moritz Schubotz, Howard S. Cohl and Bela Gipp | Semantic Preserving Bijective Mappings for Expressions involving Special
Functions in Computer Algebra Systems and Document Preparation Systems | This work was supported by the German Research Foundation (DFG, grant
GI-1259-1) | null | 10.1108/AJIM-08-2018-0185 | null | cs.DL cs.SC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Purpose: Modern mathematicians and scientists of math-related disciplines
often use Document Preparation Systems (DPS) to write and Computer Algebra
Systems (CAS) to calculate mathematical expressions. Usually, they translate
the expressions manually between DPS and CAS. This process is time-consuming
and error-prone... | [
{
"created": "Thu, 27 Jun 2019 08:08:09 GMT",
"version": "v1"
}
] | 2019-06-28 | [
[
"Greiner-Petter",
"Andre",
""
],
[
"Schubotz",
"Moritz",
""
],
[
"Cohl",
"Howard S.",
""
],
[
"Gipp",
"Bela",
""
]
] | Purpose: Modern mathematicians and scientists of math-related disciplines often use Document Preparation Systems (DPS) to write and Computer Algebra Systems (CAS) to calculate mathematical expressions. Usually, they translate the expressions manually between DPS and CAS. This process is time-consuming and error-prone. ... |
1709.05576 | Manolis Peponakis | Anna Mastora, Manolis Peponakis, Sarantos Kapidakis | SKOS Concepts and Natural Language Concepts: an Analysis of Latent
Relationships in KOSs | 18 pages, 5 tables | Journal of Information Science, 43(4), 492-508 (2017) | 10.1177/0165551516648108 | null | cs.DL cs.AI cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The vehicle to represent Knowledge Organization Systems (KOSs) in the
environment of the Semantic Web and linked data is the Simple Knowledge
Organization System (SKOS). SKOS provides a way to assign a URI to each
concept, and this URI functions as a surrogate for the concept. This fact makes
of main concern the need... | [
{
"created": "Sat, 16 Sep 2017 22:58:13 GMT",
"version": "v1"
}
] | 2020-01-16 | [
[
"Mastora",
"Anna",
""
],
[
"Peponakis",
"Manolis",
""
],
[
"Kapidakis",
"Sarantos",
""
]
] | The vehicle to represent Knowledge Organization Systems (KOSs) in the environment of the Semantic Web and linked data is the Simple Knowledge Organization System (SKOS). SKOS provides a way to assign a URI to each concept, and this URI functions as a surrogate for the concept. This fact makes of main concern the need t... |
2201.09745 | Haoyu Dong | Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou,
Ao Liu, Shi Han, Dongmei Zhang | Table Pre-training: A Survey on Model Architectures, Pre-training
Objectives, and Downstream Tasks | Accepted by IJCAI'2022 survey track | null | null | null | cs.CL cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Since a vast number of tables can be easily collected from web pages,
spreadsheets, PDFs, and various other document types, a flurry of table
pre-training frameworks have been proposed following the success of text and
images, and they have achieved new state-of-the-arts on various tasks such as
table question answer... | [
{
"created": "Mon, 24 Jan 2022 15:22:24 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Jan 2022 03:41:50 GMT",
"version": "v2"
},
{
"created": "Tue, 19 Apr 2022 08:51:04 GMT",
"version": "v3"
},
{
"created": "Fri, 29 Apr 2022 13:19:56 GMT",
"version": "v4"
}
] | 2022-05-02 | [
[
"Dong",
"Haoyu",
""
],
[
"Cheng",
"Zhoujun",
""
],
[
"He",
"Xinyi",
""
],
[
"Zhou",
"Mengyu",
""
],
[
"Zhou",
"Anda",
""
],
[
"Zhou",
"Fan",
""
],
[
"Liu",
"Ao",
""
],
[
"Han",
"Shi",
""
]... | Since a vast number of tables can be easily collected from web pages, spreadsheets, PDFs, and various other document types, a flurry of table pre-training frameworks have been proposed following the success of text and images, and they have achieved new state-of-the-arts on various tasks such as table question answerin... |
1910.13993 | Litu Rout | Litu Rout | Is Supervised Learning With Adversarial Features Provably Better Than
Sole Supervision? | null | null | null | null | cs.LG cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generative Adversarial Networks (GAN) have shown promising results on a wide
variety of complex tasks. Recent experiments show adversarial training provides
useful gradients to the generator that helps attain better performance. In this
paper, we intend to theoretically analyze whether supervised learning with
advers... | [
{
"created": "Wed, 30 Oct 2019 17:20:45 GMT",
"version": "v1"
},
{
"created": "Mon, 20 Apr 2020 14:42:18 GMT",
"version": "v2"
}
] | 2020-04-21 | [
[
"Rout",
"Litu",
""
]
] | Generative Adversarial Networks (GAN) have shown promising results on a wide variety of complex tasks. Recent experiments show adversarial training provides useful gradients to the generator that helps attain better performance. In this paper, we intend to theoretically analyze whether supervised learning with adversar... |
2202.00531 | Bo Liu | Daoming Lyu, Bo Liu, and Jianshu Chen | PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent | null | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | We consider the problem of multi-task reasoning (MTR), where an agent can
solve multiple tasks via (first-order) logic reasoning. This capability is
essential for human-like intelligence due to its strong generalizability and
simplicity for handling multiple tasks. However, a major challenge in
developing effective M... | [
{
"created": "Tue, 1 Feb 2022 16:22:19 GMT",
"version": "v1"
},
{
"created": "Sun, 13 Feb 2022 01:17:51 GMT",
"version": "v2"
}
] | 2022-02-15 | [
[
"Lyu",
"Daoming",
""
],
[
"Liu",
"Bo",
""
],
[
"Chen",
"Jianshu",
""
]
] | We consider the problem of multi-task reasoning (MTR), where an agent can solve multiple tasks via (first-order) logic reasoning. This capability is essential for human-like intelligence due to its strong generalizability and simplicity for handling multiple tasks. However, a major challenge in developing effective MTR... |
2105.06785 | Amin Totounferoush | Amin Totounferoush, Axel Schumacher and Miriam Schulte | Partitioned Deep Learning of Fluid-Structure Interaction | null | null | null | null | cs.CE cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We present a partitioned neural network-based framework for learning of
fluid-structure interaction (FSI) problems. We decompose the simulation domain
into two smaller sub-domains, i.e., fluid and solid domains, and incorporate an
independent neural network for each. A library is used to couple the two
networks which... | [
{
"created": "Fri, 14 May 2021 12:09:03 GMT",
"version": "v1"
}
] | 2021-05-17 | [
[
"Totounferoush",
"Amin",
""
],
[
"Schumacher",
"Axel",
""
],
[
"Schulte",
"Miriam",
""
]
] | We present a partitioned neural network-based framework for learning of fluid-structure interaction (FSI) problems. We decompose the simulation domain into two smaller sub-domains, i.e., fluid and solid domains, and incorporate an independent neural network for each. A library is used to couple the two networks which t... |
1603.03533 | Mohammad Abdollahi Azgomi | Elaheh Ghassabani and Mohammad Abdollahi Azgomi | Stateless Code Model Checking of Information Flow Security | Trustworthy Computing Laboratory, School of Computer Engineering,
Iran University of Science and Technology, Tehran, Iran, 2014 | null | null | Technical Report No. TWcL-TR-1401 | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Observational determinism is a security property that characterizes secure
information flow for multithreaded programs. Most of the methods that have been
used to verify observational determinism are based on either type systems or
conventional model checking techniques. A conventional model checker is
stateful and o... | [
{
"created": "Fri, 11 Mar 2016 06:28:50 GMT",
"version": "v1"
}
] | 2016-03-14 | [
[
"Ghassabani",
"Elaheh",
""
],
[
"Azgomi",
"Mohammad Abdollahi",
""
]
] | Observational determinism is a security property that characterizes secure information flow for multithreaded programs. Most of the methods that have been used to verify observational determinism are based on either type systems or conventional model checking techniques. A conventional model checker is stateful and oft... |
1909.11291 | Matt Gardner | Matt Gardner, Jonathan Berant, Hannaneh Hajishirzi, Alon Talmor, and
Sewon Min | Question Answering is a Format; When is it Useful? | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Recent years have seen a dramatic expansion of tasks and datasets posed as
question answering, from reading comprehension, semantic role labeling, and
even machine translation, to image and video understanding. With this
expansion, there are many differing views on the utility and definition of
"question answering" i... | [
{
"created": "Wed, 25 Sep 2019 05:16:15 GMT",
"version": "v1"
}
] | 2019-09-26 | [
[
"Gardner",
"Matt",
""
],
[
"Berant",
"Jonathan",
""
],
[
"Hajishirzi",
"Hannaneh",
""
],
[
"Talmor",
"Alon",
""
],
[
"Min",
"Sewon",
""
]
] | Recent years have seen a dramatic expansion of tasks and datasets posed as question answering, from reading comprehension, semantic role labeling, and even machine translation, to image and video understanding. With this expansion, there are many differing views on the utility and definition of "question answering" its... |
2402.09413 | Joseph Y. Halpern | Joseph Y. Halpern | Mathematical Explanations | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A definition of what counts as an explanation of mathematical statement, and
when one explanation is better than another, is given. Since all mathematical
facts must be true in all causal models, and hence known by an agent,
mathematical facts cannot be part of an explanation (under the standard notion
of explanation... | [
{
"created": "Sun, 31 Dec 2023 17:07:28 GMT",
"version": "v1"
}
] | 2024-02-16 | [
[
"Halpern",
"Joseph Y.",
""
]
] | A definition of what counts as an explanation of mathematical statement, and when one explanation is better than another, is given. Since all mathematical facts must be true in all causal models, and hence known by an agent, mathematical facts cannot be part of an explanation (under the standard notion of explanation).... |
2211.13723 | Phan Hoang | Hoang Phan, Lam Tran, Ngoc N. Tran, Nhat Ho, Dinh Phung, Trung Le | Improving Multi-task Learning via Seeking Task-based Flat Regions | 35 pages, 17 figures, 7 tables | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multi-Task Learning (MTL) is a widely-used and powerful learning paradigm for
training deep neural networks that allows learning more than one objective by a
single backbone. Compared to training tasks separately, MTL significantly
reduces computational costs, improves data efficiency, and potentially enhances
model ... | [
{
"created": "Thu, 24 Nov 2022 17:19:30 GMT",
"version": "v1"
},
{
"created": "Fri, 29 Sep 2023 19:22:28 GMT",
"version": "v2"
}
] | 2023-10-03 | [
[
"Phan",
"Hoang",
""
],
[
"Tran",
"Lam",
""
],
[
"Tran",
"Ngoc N.",
""
],
[
"Ho",
"Nhat",
""
],
[
"Phung",
"Dinh",
""
],
[
"Le",
"Trung",
""
]
] | Multi-Task Learning (MTL) is a widely-used and powerful learning paradigm for training deep neural networks that allows learning more than one objective by a single backbone. Compared to training tasks separately, MTL significantly reduces computational costs, improves data efficiency, and potentially enhances model pe... |
2205.13676 | David Mebane | Kyle Hayes, Michael W. Fouts, Ali Baheri and David S. Mebane | Forward variable selection enables fast and accurate dynamic system
identification with Karhunen-Lo\`eve decomposed Gaussian processes | null | null | null | null | cs.LG math.DS stat.CO stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A promising approach for scalable Gaussian processes (GPs) is the
Karhunen-Lo\`eve (KL) decomposition, in which the GP kernel is represented by a
set of basis functions which are the eigenfunctions of the kernel operator.
Such decomposed kernels have the potential to be very fast, and do not depend
on the selection o... | [
{
"created": "Thu, 26 May 2022 23:41:43 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Aug 2022 18:05:25 GMT",
"version": "v2"
},
{
"created": "Mon, 3 Oct 2022 20:55:45 GMT",
"version": "v3"
},
{
"created": "Thu, 23 Feb 2023 16:53:23 GMT",
"version": "v4"
}
] | 2023-02-24 | [
[
"Hayes",
"Kyle",
""
],
[
"Fouts",
"Michael W.",
""
],
[
"Baheri",
"Ali",
""
],
[
"Mebane",
"David S.",
""
]
] | A promising approach for scalable Gaussian processes (GPs) is the Karhunen-Lo\`eve (KL) decomposition, in which the GP kernel is represented by a set of basis functions which are the eigenfunctions of the kernel operator. Such decomposed kernels have the potential to be very fast, and do not depend on the selection of ... |
2211.09619 | Elad Hazan | Elad Hazan and Karan Singh | Introduction to Online Nonstochastic Control | Draft; comments/suggestions welcome at
nonstochastic.control@gmail.com | null | null | null | cs.LG cs.RO cs.SY eess.SY math.OC stat.ML | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This text presents an introduction to an emerging paradigm in control of
dynamical systems and differentiable reinforcement learning called online
nonstochastic control. The new approach applies techniques from online convex
optimization and convex relaxations to obtain new methods with provable
guarantees for classi... | [
{
"created": "Thu, 17 Nov 2022 16:12:45 GMT",
"version": "v1"
},
{
"created": "Mon, 29 May 2023 16:46:48 GMT",
"version": "v2"
},
{
"created": "Fri, 19 Jul 2024 00:46:18 GMT",
"version": "v3"
}
] | 2024-07-22 | [
[
"Hazan",
"Elad",
""
],
[
"Singh",
"Karan",
""
]
] | This text presents an introduction to an emerging paradigm in control of dynamical systems and differentiable reinforcement learning called online nonstochastic control. The new approach applies techniques from online convex optimization and convex relaxations to obtain new methods with provable guarantees for classica... |
1812.09774 | Tatjana Petrov | Tatjana Petrov | Markov chain aggregation and its application to rule-based modelling | null | null | null | null | cs.OH q-bio.MN | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Rule-based modelling allows to represent molecular interactions in a compact
and natural way. The underlying molecular dynamics, by the laws of stochastic
chemical kinetics, behaves as a continuous-time Markov chain. However, this
Markov chain enumerates all possible reaction mixtures, rendering the analysis
of the c... | [
{
"created": "Sun, 23 Dec 2018 20:50:11 GMT",
"version": "v1"
}
] | 2018-12-27 | [
[
"Petrov",
"Tatjana",
""
]
] | Rule-based modelling allows to represent molecular interactions in a compact and natural way. The underlying molecular dynamics, by the laws of stochastic chemical kinetics, behaves as a continuous-time Markov chain. However, this Markov chain enumerates all possible reaction mixtures, rendering the analysis of the cha... |
2406.03710 | Jiaxi Hu | Jiaxi Hu, Qingsong Wen, Sijie Ruan, Li Liu, Yuxuan Liang | TwinS: Revisiting Non-Stationarity in Multivariate Time Series
Forecasting | null | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, multivariate time series forecasting tasks have garnered increasing
attention due to their significant practical applications, leading to the
emergence of various deep forecasting models. However, real-world time series
exhibit pronounced non-stationary distribution characteristics. These
characteristics ar... | [
{
"created": "Thu, 6 Jun 2024 03:14:23 GMT",
"version": "v1"
},
{
"created": "Sun, 14 Jul 2024 14:55:16 GMT",
"version": "v2"
}
] | 2024-07-16 | [
[
"Hu",
"Jiaxi",
""
],
[
"Wen",
"Qingsong",
""
],
[
"Ruan",
"Sijie",
""
],
[
"Liu",
"Li",
""
],
[
"Liang",
"Yuxuan",
""
]
] | Recently, multivariate time series forecasting tasks have garnered increasing attention due to their significant practical applications, leading to the emergence of various deep forecasting models. However, real-world time series exhibit pronounced non-stationary distribution characteristics. These characteristics are ... |
2212.10559 | Damai Dai | Damai Dai, Yutao Sun, Li Dong, Yaru Hao, Shuming Ma, Zhifang Sui, Furu
Wei | Why Can GPT Learn In-Context? Language Models Implicitly Perform
Gradient Descent as Meta-Optimizers | Accepted to ACL 2023 findings | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large pretrained language models have shown surprising in-context learning
(ICL) ability. With a few demonstration input-label pairs, they can predict the
label for an unseen input without parameter updates. Despite the great success
in performance, its working mechanism still remains an open question. In this
paper,... | [
{
"created": "Tue, 20 Dec 2022 18:58:48 GMT",
"version": "v1"
},
{
"created": "Wed, 21 Dec 2022 08:36:47 GMT",
"version": "v2"
},
{
"created": "Mon, 15 May 2023 11:45:12 GMT",
"version": "v3"
}
] | 2023-05-16 | [
[
"Dai",
"Damai",
""
],
[
"Sun",
"Yutao",
""
],
[
"Dong",
"Li",
""
],
[
"Hao",
"Yaru",
""
],
[
"Ma",
"Shuming",
""
],
[
"Sui",
"Zhifang",
""
],
[
"Wei",
"Furu",
""
]
] | Large pretrained language models have shown surprising in-context learning (ICL) ability. With a few demonstration input-label pairs, they can predict the label for an unseen input without parameter updates. Despite the great success in performance, its working mechanism still remains an open question. In this paper, w... |
2207.03899 | Yulai Cong | Yulai Cong, Miaoyun Zhao | Big Learning | null | null | null | null | cs.LG cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent advances in big/foundation models reveal a promising path for deep
learning, where the roadmap steadily moves from big data to big models to (the
newly-introduced) big learning. Specifically, the big learning exhaustively
exploits the information inherent in its large-scale complete/incomplete
training data, b... | [
{
"created": "Fri, 8 Jul 2022 13:35:21 GMT",
"version": "v1"
},
{
"created": "Wed, 14 Sep 2022 10:47:30 GMT",
"version": "v2"
},
{
"created": "Tue, 27 Sep 2022 13:36:19 GMT",
"version": "v3"
},
{
"created": "Sun, 21 May 2023 04:05:46 GMT",
"version": "v4"
}
] | 2023-05-23 | [
[
"Cong",
"Yulai",
""
],
[
"Zhao",
"Miaoyun",
""
]
] | Recent advances in big/foundation models reveal a promising path for deep learning, where the roadmap steadily moves from big data to big models to (the newly-introduced) big learning. Specifically, the big learning exhaustively exploits the information inherent in its large-scale complete/incomplete training data, by ... |
2110.01757 | Imtiaj Khan | Imtiaj Khan, Virgilio Centeno | Detecting Timing Attack on PMU Data utilizing Unwrapped Phase Angle and
Low-Rank Henkel Matrix Properties | 7 pages | null | null | null | cs.CR cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | Introduction of PMUs to cyber-physical system pro-vides accurate data
acquisition, while posing additional risk of being the victim of cyber attack.
Both False Data Injection Attack (FDIA) and GPS-spoofing or timing attack can
provide malicious data to the cyber system, though these two attacks require
different post... | [
{
"created": "Tue, 5 Oct 2021 00:20:29 GMT",
"version": "v1"
},
{
"created": "Thu, 7 Oct 2021 17:03:52 GMT",
"version": "v2"
}
] | 2021-10-08 | [
[
"Khan",
"Imtiaj",
""
],
[
"Centeno",
"Virgilio",
""
]
] | Introduction of PMUs to cyber-physical system pro-vides accurate data acquisition, while posing additional risk of being the victim of cyber attack. Both False Data Injection Attack (FDIA) and GPS-spoofing or timing attack can provide malicious data to the cyber system, though these two attacks require different post-a... |
1609.05563 | George Mathew | Tim Menzies, Ye Yang, George Mathew, Barry Boehm, Jairus Hihn | Negative Results for Software Effort Estimation | 22 pages, EMSE 2016 accepted submission. Affiliated to "Jet
Propulsion Laboratory, California Institute of Technology" | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Context:More than half the literature on software effort estimation (SEE)
focuses on comparisons of new estimation methods. Surprisingly, there are no
studies comparing state of the art latest methods with decades-old approaches.
Objective:To check if new SEE methods generated better estimates than older
methods. Met... | [
{
"created": "Sun, 18 Sep 2016 23:03:30 GMT",
"version": "v1"
},
{
"created": "Thu, 22 Sep 2016 15:35:57 GMT",
"version": "v2"
},
{
"created": "Thu, 29 Sep 2016 12:08:08 GMT",
"version": "v3"
}
] | 2016-09-30 | [
[
"Menzies",
"Tim",
""
],
[
"Yang",
"Ye",
""
],
[
"Mathew",
"George",
""
],
[
"Boehm",
"Barry",
""
],
[
"Hihn",
"Jairus",
""
]
] | Context:More than half the literature on software effort estimation (SEE) focuses on comparisons of new estimation methods. Surprisingly, there are no studies comparing state of the art latest methods with decades-old approaches. Objective:To check if new SEE methods generated better estimates than older methods. Metho... |
1906.10075 | Ilias Diakonikolas | Ilias Diakonikolas and Themis Gouleakis and Christos Tzamos | Distribution-Independent PAC Learning of Halfspaces with Massart Noise | null | null | null | null | cs.LG cs.DS math.ST stat.ML stat.TH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the problem of {\em distribution-independent} PAC learning of
halfspaces in the presence of Massart noise. Specifically, we are given a set
of labeled examples $(\mathbf{x}, y)$ drawn from a distribution $\mathcal{D}$
on $\mathbb{R}^{d+1}$ such that the marginal distribution on the unlabeled
points $\mathbf{... | [
{
"created": "Mon, 24 Jun 2019 16:54:46 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Dec 2019 16:46:00 GMT",
"version": "v2"
}
] | 2019-12-11 | [
[
"Diakonikolas",
"Ilias",
""
],
[
"Gouleakis",
"Themis",
""
],
[
"Tzamos",
"Christos",
""
]
] | We study the problem of {\em distribution-independent} PAC learning of halfspaces in the presence of Massart noise. Specifically, we are given a set of labeled examples $(\mathbf{x}, y)$ drawn from a distribution $\mathcal{D}$ on $\mathbb{R}^{d+1}$ such that the marginal distribution on the unlabeled points $\mathbf{x}... |
2202.11508 | Nam Chu | Nam H. Chu, Diep N. Nguyen, Dinh Thai Hoang, Quoc-Viet Pham, Khoa T.
Phan, Won-Joo Hwang, and Eryk Dutkiewicz | AI-enabled mm-Waveform Configuration for Autonomous Vehicles with
Integrated Communication and Sensing | Typos, channel model updates | null | null | null | cs.NI eess.SP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Integrated Communications and Sensing (ICS) has recently emerged as an
enabling technology for ubiquitous sensing and IoT applications. For ICS
application to Autonomous Vehicles (AVs), optimizing the waveform structure is
one of the most challenging tasks due to strong influences between sensing and
data communicati... | [
{
"created": "Wed, 23 Feb 2022 13:45:07 GMT",
"version": "v1"
},
{
"created": "Wed, 6 Jul 2022 23:35:11 GMT",
"version": "v2"
},
{
"created": "Mon, 31 Oct 2022 05:03:03 GMT",
"version": "v3"
}
] | 2022-11-01 | [
[
"Chu",
"Nam H.",
""
],
[
"Nguyen",
"Diep N.",
""
],
[
"Hoang",
"Dinh Thai",
""
],
[
"Pham",
"Quoc-Viet",
""
],
[
"Phan",
"Khoa T.",
""
],
[
"Hwang",
"Won-Joo",
""
],
[
"Dutkiewicz",
"Eryk",
""
]
] | Integrated Communications and Sensing (ICS) has recently emerged as an enabling technology for ubiquitous sensing and IoT applications. For ICS application to Autonomous Vehicles (AVs), optimizing the waveform structure is one of the most challenging tasks due to strong influences between sensing and data communication... |
2003.09644 | Peiyuan Ni | Peiyuan Ni, Wenguang Zhang, Xiaoxiao Zhu, Qixin Cao | PointNet++ Grasping: Learning An End-to-end Spatial Grasp Generation
Algorithm from Sparse Point Clouds | Accepted at the International Conference on Robotics and Automation
(ICRA) 2020 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Grasping for novel objects is important for robot manipulation in
unstructured environments. Most of current works require a grasp sampling
process to obtain grasp candidates, combined with local feature extractor using
deep learning. This pipeline is time-costly, expecially when grasp points are
sparse such as at th... | [
{
"created": "Sat, 21 Mar 2020 12:25:11 GMT",
"version": "v1"
}
] | 2020-03-24 | [
[
"Ni",
"Peiyuan",
""
],
[
"Zhang",
"Wenguang",
""
],
[
"Zhu",
"Xiaoxiao",
""
],
[
"Cao",
"Qixin",
""
]
] | Grasping for novel objects is important for robot manipulation in unstructured environments. Most of current works require a grasp sampling process to obtain grasp candidates, combined with local feature extractor using deep learning. This pipeline is time-costly, expecially when grasp points are sparse such as at the ... |
1410.6609 | Dominik Bartuschat | Dominik Bartuschat, Ulrich R\"ude | Parallel Multiphysics Simulations of Charged Particles in Microfluidic
Flows | Submitted to Journal of Computational Science (Elsevier) | null | null | null | cs.CE physics.comp-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The article describes parallel multiphysics simulations of charged particles
in microfluidic flows with the waLBerla framework. To this end, three physical
effects are coupled: rigid body dynamics, fluid flow modelled by a lattice
Boltzmann algorithm, and electric potentials represented by a finite volume
discretisat... | [
{
"created": "Fri, 24 Oct 2014 08:10:13 GMT",
"version": "v1"
}
] | 2014-10-27 | [
[
"Bartuschat",
"Dominik",
""
],
[
"Rüde",
"Ulrich",
""
]
] | The article describes parallel multiphysics simulations of charged particles in microfluidic flows with the waLBerla framework. To this end, three physical effects are coupled: rigid body dynamics, fluid flow modelled by a lattice Boltzmann algorithm, and electric potentials represented by a finite volume discretisatio... |
1906.08189 | Riley Simmons-Edler | Riley Simmons-Edler, Ben Eisner, Daniel Yang, Anthony Bisulco, Eric
Mitchell, Sebastian Seung, Daniel Lee | Reward Prediction Error as an Exploration Objective in Deep RL | Published at IJCAI 2020, camera-ready version | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A major challenge in reinforcement learning is exploration, when local
dithering methods such as epsilon-greedy sampling are insufficient to solve a
given task. Many recent methods have proposed to intrinsically motivate an
agent to seek novel states, driving the agent to discover improved reward.
However, while stat... | [
{
"created": "Wed, 19 Jun 2019 16:06:36 GMT",
"version": "v1"
},
{
"created": "Wed, 16 Oct 2019 21:11:45 GMT",
"version": "v2"
},
{
"created": "Mon, 9 Dec 2019 18:51:51 GMT",
"version": "v3"
},
{
"created": "Wed, 29 Apr 2020 00:30:52 GMT",
"version": "v4"
},
{
"cr... | 2021-01-15 | [
[
"Simmons-Edler",
"Riley",
""
],
[
"Eisner",
"Ben",
""
],
[
"Yang",
"Daniel",
""
],
[
"Bisulco",
"Anthony",
""
],
[
"Mitchell",
"Eric",
""
],
[
"Seung",
"Sebastian",
""
],
[
"Lee",
"Daniel",
""
]
] | A major challenge in reinforcement learning is exploration, when local dithering methods such as epsilon-greedy sampling are insufficient to solve a given task. Many recent methods have proposed to intrinsically motivate an agent to seek novel states, driving the agent to discover improved reward. However, while state-... |
2008.05157 | Di Qiu | Di Qiu, Jin Zeng, Zhanghan Ke, Wenxiu Sun, Chengxi Yang | Towards Geometry Guided Neural Relighting with Flash Photography | null | null | null | null | cs.CV cs.GR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Previous image based relighting methods require capturing multiple images to
acquire high frequency lighting effect under different lighting conditions,
which needs nontrivial effort and may be unrealistic in certain practical use
scenarios. While such approaches rely entirely on cleverly sampling the color
images un... | [
{
"created": "Wed, 12 Aug 2020 08:03:28 GMT",
"version": "v1"
}
] | 2020-08-13 | [
[
"Qiu",
"Di",
""
],
[
"Zeng",
"Jin",
""
],
[
"Ke",
"Zhanghan",
""
],
[
"Sun",
"Wenxiu",
""
],
[
"Yang",
"Chengxi",
""
]
] | Previous image based relighting methods require capturing multiple images to acquire high frequency lighting effect under different lighting conditions, which needs nontrivial effort and may be unrealistic in certain practical use scenarios. While such approaches rely entirely on cleverly sampling the color images unde... |
2405.16384 | Nikolai Kudasov | Nikolai Kudasov, Renata Shakirova, Egor Shalagin, Karina Tyulebaeva | Free Foil: Generating Efficient and Scope-Safe Abstract Syntax | null | null | null | null | cs.PL | http://creativecommons.org/licenses/by/4.0/ | Handling bound identifiers correctly and efficiently is critical in
implementations of compilers, proof assistants, and theorem provers. When
choosing a representation for abstract syntax with binders, implementors face a
trade-off between type safety with intrinsic scoping, efficiency, and
generality.
The "foil" b... | [
{
"created": "Sun, 26 May 2024 00:14:35 GMT",
"version": "v1"
}
] | 2024-05-28 | [
[
"Kudasov",
"Nikolai",
""
],
[
"Shakirova",
"Renata",
""
],
[
"Shalagin",
"Egor",
""
],
[
"Tyulebaeva",
"Karina",
""
]
] | Handling bound identifiers correctly and efficiently is critical in implementations of compilers, proof assistants, and theorem provers. When choosing a representation for abstract syntax with binders, implementors face a trade-off between type safety with intrinsic scoping, efficiency, and generality. The "foil" by Ma... |
1605.06976 | Saber Jafarizadeh | Saber Jafarizadeh | Continuous Time Quantum Consensus & Quantum Synchronisation | 17 pages, 4 figures. arXiv admin note: text overlap with
arXiv:1509.05823 | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Distributed consensus algorithm over networks of quantum systems has been the
focus of recent studies in the context of quantum computing and distributed
control. Most of the progress in this category have been on the convergence
conditions and optimizing the convergence rate of the algorithm, for quantum
networks wi... | [
{
"created": "Mon, 23 May 2016 11:16:55 GMT",
"version": "v1"
}
] | 2016-05-24 | [
[
"Jafarizadeh",
"Saber",
""
]
] | Distributed consensus algorithm over networks of quantum systems has been the focus of recent studies in the context of quantum computing and distributed control. Most of the progress in this category have been on the convergence conditions and optimizing the convergence rate of the algorithm, for quantum networks with... |
1407.8339 | Wei Chen | Wei Chen, Yajun Wang, Yang Yuan, Qinshi Wang | Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically
Triggered Arms | A preliminary version of the paper is published in ICML'2013 | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We define a general framework for a large class of combinatorial multi-armed
bandit (CMAB) problems, where subsets of base arms with unknown distributions
form super arms. In each round, a super arm is played and the base arms
contained in the super arm are played and their outcomes are observed. We
further consider ... | [
{
"created": "Thu, 31 Jul 2014 10:09:11 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Sep 2014 01:33:08 GMT",
"version": "v2"
},
{
"created": "Tue, 3 Mar 2015 06:26:10 GMT",
"version": "v3"
},
{
"created": "Sun, 15 Nov 2015 06:02:45 GMT",
"version": "v4"
},
{
"cr... | 2016-03-30 | [
[
"Chen",
"Wei",
""
],
[
"Wang",
"Yajun",
""
],
[
"Yuan",
"Yang",
""
],
[
"Wang",
"Qinshi",
""
]
] | We define a general framework for a large class of combinatorial multi-armed bandit (CMAB) problems, where subsets of base arms with unknown distributions form super arms. In each round, a super arm is played and the base arms contained in the super arm are played and their outcomes are observed. We further consider th... |
1805.02094 | Robert Lim | Robert Lim, Kenneth Heafield, Hieu Hoang, Mark Briers and Allen Malony | Exploring Hyper-Parameter Optimization for Neural Machine Translation on
GPU Architectures | 2018 2nd Naval Applications for Machine Learning | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Neural machine translation (NMT) has been accelerated by deep learning neural
networks over statistical-based approaches, due to the plethora and
programmability of commodity heterogeneous computing architectures such as
FPGAs and GPUs and the massive amount of training corpuses generated from news
outlets, governmen... | [
{
"created": "Sat, 5 May 2018 18:13:41 GMT",
"version": "v1"
},
{
"created": "Mon, 13 Sep 2021 19:34:32 GMT",
"version": "v2"
}
] | 2021-09-15 | [
[
"Lim",
"Robert",
""
],
[
"Heafield",
"Kenneth",
""
],
[
"Hoang",
"Hieu",
""
],
[
"Briers",
"Mark",
""
],
[
"Malony",
"Allen",
""
]
] | Neural machine translation (NMT) has been accelerated by deep learning neural networks over statistical-based approaches, due to the plethora and programmability of commodity heterogeneous computing architectures such as FPGAs and GPUs and the massive amount of training corpuses generated from news outlets, government ... |
2312.05464 | Atoosa Malemir Chegini | Atoosa Chegini, Soheil Feizi | Identifying and Mitigating Model Failures through Few-shot CLIP-aided
Diffusion Generation | null | null | null | null | cs.CV cs.LG | http://creativecommons.org/licenses/by/4.0/ | Deep learning models can encounter unexpected failures, especially when
dealing with challenging sub-populations. One common reason for these failures
is the occurrence of objects in backgrounds that are rarely seen during
training. To gain a better understanding of these failure modes,
human-interpretable descriptio... | [
{
"created": "Sat, 9 Dec 2023 04:43:49 GMT",
"version": "v1"
}
] | 2023-12-12 | [
[
"Chegini",
"Atoosa",
""
],
[
"Feizi",
"Soheil",
""
]
] | Deep learning models can encounter unexpected failures, especially when dealing with challenging sub-populations. One common reason for these failures is the occurrence of objects in backgrounds that are rarely seen during training. To gain a better understanding of these failure modes, human-interpretable descriptions... |
1404.0002 | Albert Heinle | Mark Giesbrecht, Albert Heinle, Viktor Levandovskyy | Factoring Differential Operators in n Variables | null | null | null | null | cs.SC math.AC math.RA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we present a new algorithm and an experimental implementation
for factoring elements in the polynomial n'th Weyl algebra, the polynomial n'th
shift algebra, and ZZ^n-graded polynomials in the n'th q-Weyl algebra.
The most unexpected result is that this noncommutative problem of factoring
partial diff... | [
{
"created": "Mon, 31 Mar 2014 13:34:19 GMT",
"version": "v1"
}
] | 2014-04-02 | [
[
"Giesbrecht",
"Mark",
""
],
[
"Heinle",
"Albert",
""
],
[
"Levandovskyy",
"Viktor",
""
]
] | In this paper, we present a new algorithm and an experimental implementation for factoring elements in the polynomial n'th Weyl algebra, the polynomial n'th shift algebra, and ZZ^n-graded polynomials in the n'th q-Weyl algebra. The most unexpected result is that this noncommutative problem of factoring partial differen... |
2201.03806 | Gaurav Mahajan | Robi Bhattacharjee and Gaurav Mahajan | Learning what to remember | null | ALT 2022 | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a lifelong learning scenario in which a learner faces a
neverending and arbitrary stream of facts and has to decide which ones to
retain in its limited memory. We introduce a mathematical model based on the
online learning framework, in which the learner measures itself against a
collection of experts tha... | [
{
"created": "Tue, 11 Jan 2022 06:42:50 GMT",
"version": "v1"
}
] | 2022-01-13 | [
[
"Bhattacharjee",
"Robi",
""
],
[
"Mahajan",
"Gaurav",
""
]
] | We consider a lifelong learning scenario in which a learner faces a neverending and arbitrary stream of facts and has to decide which ones to retain in its limited memory. We introduce a mathematical model based on the online learning framework, in which the learner measures itself against a collection of experts that ... |
2110.11316 | Andreas F\"urst | Andreas F\"urst, Elisabeth Rumetshofer, Johannes Lehner, Viet Tran,
Fei Tang, Hubert Ramsauer, David Kreil, Michael Kopp, G\"unter Klambauer,
Angela Bitto-Nemling, Sepp Hochreiter | CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP | Published at NeurIPS 2022; Blog: https://ml-jku.github.io/cloob;
GitHub: https://github.com/ml-jku/cloob | null | null | null | cs.LG cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | CLIP yielded impressive results on zero-shot transfer learning tasks and is
considered as a foundation model like BERT or GPT3. CLIP vision models that
have a rich representation are pre-trained using the InfoNCE objective and
natural language supervision before they are fine-tuned on particular tasks.
Though CLIP ex... | [
{
"created": "Thu, 21 Oct 2021 17:50:48 GMT",
"version": "v1"
},
{
"created": "Fri, 11 Feb 2022 09:49:52 GMT",
"version": "v2"
},
{
"created": "Mon, 13 Jun 2022 06:54:47 GMT",
"version": "v3"
},
{
"created": "Mon, 7 Nov 2022 13:57:43 GMT",
"version": "v4"
}
] | 2022-11-08 | [
[
"Fürst",
"Andreas",
""
],
[
"Rumetshofer",
"Elisabeth",
""
],
[
"Lehner",
"Johannes",
""
],
[
"Tran",
"Viet",
""
],
[
"Tang",
"Fei",
""
],
[
"Ramsauer",
"Hubert",
""
],
[
"Kreil",
"David",
""
],
[
"... | CLIP yielded impressive results on zero-shot transfer learning tasks and is considered as a foundation model like BERT or GPT3. CLIP vision models that have a rich representation are pre-trained using the InfoNCE objective and natural language supervision before they are fine-tuned on particular tasks. Though CLIP exce... |
2307.15427 | Dimitri Korsch | Dimitri Korsch, Paul Bodesheim, Joachim Denzler | Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect
Localization and Species Classification | null | null | 10.18420/informatik2021-036 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Biodiversity monitoring is crucial for tracking and counteracting adverse
trends in population fluctuations. However, automatic recognition systems are
rarely applied so far, and experts evaluate the generated data masses manually.
Especially the support of deep learning methods for visual monitoring is not
yet estab... | [
{
"created": "Fri, 28 Jul 2023 09:22:09 GMT",
"version": "v1"
}
] | 2023-07-31 | [
[
"Korsch",
"Dimitri",
""
],
[
"Bodesheim",
"Paul",
""
],
[
"Denzler",
"Joachim",
""
]
] | Biodiversity monitoring is crucial for tracking and counteracting adverse trends in population fluctuations. However, automatic recognition systems are rarely applied so far, and experts evaluate the generated data masses manually. Especially the support of deep learning methods for visual monitoring is not yet establi... |
2210.00674 | Weihua Zhou | Chen Zhao, Joyce H Keyak, Xuewei Cao, Qiuying Sha, Li Wu, Zhe Luo,
Lanjuan Zhao, Qing Tian, Chuan Qiu, Ray Su, Hui Shen, Hong-Wen Deng, Weihua
Zhou | Multi-view information fusion using multi-view variational autoencoders
to predict proximal femoral strength | 16 pages, 3 figures | null | 10.3389/fendo.2023.1261088 | null | cs.LG q-bio.GN q-bio.QM | http://creativecommons.org/licenses/by/4.0/ | The aim of this paper is to design a deep learning-based model to predict
proximal femoral strength using multi-view information fusion. Method: We
developed new models using multi-view variational autoencoder (MVAE) for
feature representation learning and a product of expert (PoE) model for
multi-view information fu... | [
{
"created": "Mon, 3 Oct 2022 01:31:34 GMT",
"version": "v1"
},
{
"created": "Tue, 28 Mar 2023 00:19:48 GMT",
"version": "v2"
}
] | 2023-12-22 | [
[
"Zhao",
"Chen",
""
],
[
"Keyak",
"Joyce H",
""
],
[
"Cao",
"Xuewei",
""
],
[
"Sha",
"Qiuying",
""
],
[
"Wu",
"Li",
""
],
[
"Luo",
"Zhe",
""
],
[
"Zhao",
"Lanjuan",
""
],
[
"Tian",
"Qing",
""... | The aim of this paper is to design a deep learning-based model to predict proximal femoral strength using multi-view information fusion. Method: We developed new models using multi-view variational autoencoder (MVAE) for feature representation learning and a product of expert (PoE) model for multi-view information fusi... |
2306.15106 | Suman Rath | Suman Rath, Tapadhir Das, Shamik Sengupta | Improvise, Adapt, Overcome: Dynamic Resiliency Against Unknown Attack
Vectors in Microgrid Cybersecurity Games | null | null | null | null | cs.CR cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cyber-physical microgrids are vulnerable to rootkit attacks that manipulate
system dynamics to create instabilities in the network. Rootkits tend to hide
their access level within microgrid system components to launch sudden attacks
that prey on the slow response time of defenders to manipulate system
trajectory. Thi... | [
{
"created": "Mon, 26 Jun 2023 22:57:27 GMT",
"version": "v1"
}
] | 2023-06-28 | [
[
"Rath",
"Suman",
""
],
[
"Das",
"Tapadhir",
""
],
[
"Sengupta",
"Shamik",
""
]
] | Cyber-physical microgrids are vulnerable to rootkit attacks that manipulate system dynamics to create instabilities in the network. Rootkits tend to hide their access level within microgrid system components to launch sudden attacks that prey on the slow response time of defenders to manipulate system trajectory. This ... |
2110.03872 | Inna K. Shingareva Dr. Prof. | A.D. Polyanin, I.K. Shingareva | The similarity index of mathematical and other scientific publications
with equations and formulas and the problem of self-plagiarism identification | 20 pages, 4 figures, 2 photos, Russian language | null | null | null | cs.DL | http://creativecommons.org/licenses/by/4.0/ | The problems of estimating the similarity index of inhomogeneous scientific
publications containing equations and formulas are discussed for the first
time. It is shown that the presence of equations and formulas (as well as
figures, drawings, and tables) is a complicating factor that significantly
complicates the st... | [
{
"created": "Fri, 8 Oct 2021 03:03:57 GMT",
"version": "v1"
}
] | 2021-10-11 | [
[
"Polyanin",
"A. D.",
""
],
[
"Shingareva",
"I. K.",
""
]
] | The problems of estimating the similarity index of inhomogeneous scientific publications containing equations and formulas are discussed for the first time. It is shown that the presence of equations and formulas (as well as figures, drawings, and tables) is a complicating factor that significantly complicates the stud... |
1111.6713 | Mohammed Elmogy Dr. | Ahmed Tolba and Nabila Eladawi and Mohammed Elmogy | An Enhanced Indexing And Ranking Technique On The Semantic Web | 8 pages, 7 figures | IJCSI International Journal of Computer Science Issues, Vol. 8,
Issue 5, No 3, 2011, 118-125 | null | null | cs.AI | http://creativecommons.org/licenses/by/3.0/ | With the fast growth of the Internet, more and more information is available
on the Web. The Semantic Web has many features which cannot be handled by using
the traditional search engines. It extracts metadata for each discovered Web
documents in RDF or OWL formats, and computes relations between documents. We
propos... | [
{
"created": "Tue, 29 Nov 2011 07:24:27 GMT",
"version": "v1"
}
] | 2011-11-30 | [
[
"Tolba",
"Ahmed",
""
],
[
"Eladawi",
"Nabila",
""
],
[
"Elmogy",
"Mohammed",
""
]
] | With the fast growth of the Internet, more and more information is available on the Web. The Semantic Web has many features which cannot be handled by using the traditional search engines. It extracts metadata for each discovered Web documents in RDF or OWL formats, and computes relations between documents. We proposed... |
2102.01458 | Marco Guerzoni | Luigi Riso and Marco Guerzoni | Drift Estimation with Graphical Models | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper deals with the issue of concept drift in supervised machine
learn-ing. We make use of graphical models to elicit the visible structure of
the dataand we infer from there changes in the hidden context. Differently from
previous concept-drift detection methods, this application does not depend on
the supervi... | [
{
"created": "Tue, 2 Feb 2021 12:24:34 GMT",
"version": "v1"
}
] | 2021-02-03 | [
[
"Riso",
"Luigi",
""
],
[
"Guerzoni",
"Marco",
""
]
] | This paper deals with the issue of concept drift in supervised machine learn-ing. We make use of graphical models to elicit the visible structure of the dataand we infer from there changes in the hidden context. Differently from previous concept-drift detection methods, this application does not depend on the supervise... |
2009.06226 | Yukuan Lou | Chunlai Chai, Yukuan Lou, Shijin Zhang | Prior Knowledge about Attributes: Learning a More Effective Potential
Space for Zero-Shot Recognition | 7 pages, 4 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Zero-shot learning (ZSL) aims to recognize unseen classes accurately by
learning seen classes and known attributes, but correlations in attributes were
ignored by previous study which lead to classification results confused. To
solve this problem, we build an Attribute Correlation Potential Space
Generation (ACPSG) m... | [
{
"created": "Mon, 14 Sep 2020 06:57:23 GMT",
"version": "v1"
}
] | 2020-09-15 | [
[
"Chai",
"Chunlai",
""
],
[
"Lou",
"Yukuan",
""
],
[
"Zhang",
"Shijin",
""
]
] | Zero-shot learning (ZSL) aims to recognize unseen classes accurately by learning seen classes and known attributes, but correlations in attributes were ignored by previous study which lead to classification results confused. To solve this problem, we build an Attribute Correlation Potential Space Generation (ACPSG) mod... |
1311.6821 | Subhash Kak | Subhash Kak | A Class of Orthogonal Sequences | 8 pages, 2 figures | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents a class of random orthogonal sequences associated with
the number theoretic Hilbert transform. We present a constructive procedure for
finding the random sequences for different modulus values. These random
sequences have autocorrelation function that is zero everywhere excepting at
the origin. Th... | [
{
"created": "Tue, 26 Nov 2013 21:13:59 GMT",
"version": "v1"
}
] | 2013-11-28 | [
[
"Kak",
"Subhash",
""
]
] | This paper presents a class of random orthogonal sequences associated with the number theoretic Hilbert transform. We present a constructive procedure for finding the random sequences for different modulus values. These random sequences have autocorrelation function that is zero everywhere excepting at the origin. Thes... |
2312.15420 | Ming Cheung | Ming Cheung | FedDMF: Privacy-Preserving User Attribute Prediction using Deep Matrix
Factorization | null | null | null | null | cs.LG cs.CR | http://creativecommons.org/licenses/by/4.0/ | User attribute prediction is a crucial task in various industries. However,
sharing user data across different organizations faces challenges due to
privacy concerns and legal requirements regarding personally identifiable
information. Regulations such as the General Data Protection Regulation (GDPR)
in the European ... | [
{
"created": "Sun, 24 Dec 2023 06:49:00 GMT",
"version": "v1"
}
] | 2023-12-27 | [
[
"Cheung",
"Ming",
""
]
] | User attribute prediction is a crucial task in various industries. However, sharing user data across different organizations faces challenges due to privacy concerns and legal requirements regarding personally identifiable information. Regulations such as the General Data Protection Regulation (GDPR) in the European Un... |
2211.06701 | Xipeng Chen | Xipeng Chen, Guangrun Wang, Dizhong Zhu, Xiaodan Liang, Philip H. S.
Torr and Liang Lin | Structure-Preserving 3D Garment Modeling with Neural Sewing Machines | NeurIPS 2022 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | 3D Garment modeling is a critical and challenging topic in the area of
computer vision and graphics, with increasing attention focused on garment
representation learning, garment reconstruction, and controllable garment
manipulation, whereas existing methods were constrained to model garments under
specific categorie... | [
{
"created": "Sat, 12 Nov 2022 16:43:29 GMT",
"version": "v1"
}
] | 2022-11-15 | [
[
"Chen",
"Xipeng",
""
],
[
"Wang",
"Guangrun",
""
],
[
"Zhu",
"Dizhong",
""
],
[
"Liang",
"Xiaodan",
""
],
[
"Torr",
"Philip H. S.",
""
],
[
"Lin",
"Liang",
""
]
] | 3D Garment modeling is a critical and challenging topic in the area of computer vision and graphics, with increasing attention focused on garment representation learning, garment reconstruction, and controllable garment manipulation, whereas existing methods were constrained to model garments under specific categories ... |
2311.10995 | Yaman Kumar Singla | Varun Khurana, Yaman K Singla, Jayakumar Subramanian, Rajiv Ratn Shah,
Changyou Chen, Zhiqiang Xu, Balaji Krishnamurthy | Behavior Optimized Image Generation | null | null | null | null | cs.CV cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The last few years have witnessed great success on image generation, which
has crossed the acceptance thresholds of aesthetics, making it directly
applicable to personal and commercial applications. However, images, especially
in marketing and advertising applications, are often created as a means to an
end as oppose... | [
{
"created": "Sat, 18 Nov 2023 07:07:38 GMT",
"version": "v1"
}
] | 2023-11-21 | [
[
"Khurana",
"Varun",
""
],
[
"Singla",
"Yaman K",
""
],
[
"Subramanian",
"Jayakumar",
""
],
[
"Shah",
"Rajiv Ratn",
""
],
[
"Chen",
"Changyou",
""
],
[
"Xu",
"Zhiqiang",
""
],
[
"Krishnamurthy",
"Balaji",
""... | The last few years have witnessed great success on image generation, which has crossed the acceptance thresholds of aesthetics, making it directly applicable to personal and commercial applications. However, images, especially in marketing and advertising applications, are often created as a means to an end as opposed ... |
2303.10131 | Hideaki Hata | Christoph Treude, Hideaki Hata | She Elicits Requirements and He Tests: Software Engineering Gender Bias
in Large Language Models | 6 pages, MSR 2023 | null | null | null | cs.SE cs.AI cs.CY cs.LG | http://creativecommons.org/publicdomain/zero/1.0/ | Implicit gender bias in software development is a well-documented issue, such
as the association of technical roles with men. To address this bias, it is
important to understand it in more detail. This study uses data mining
techniques to investigate the extent to which 56 tasks related to software
development, such ... | [
{
"created": "Fri, 17 Mar 2023 17:16:53 GMT",
"version": "v1"
}
] | 2023-03-20 | [
[
"Treude",
"Christoph",
""
],
[
"Hata",
"Hideaki",
""
]
] | Implicit gender bias in software development is a well-documented issue, such as the association of technical roles with men. To address this bias, it is important to understand it in more detail. This study uses data mining techniques to investigate the extent to which 56 tasks related to software development, such as... |
2301.01449 | Enci Liu | Enci Liu, Chenlin Meng, Matthew Kolodner, Eun Jee Sung, Sihang Chen,
Marshall Burke, David Lobell, Stefano Ermon | Building Coverage Estimation with Low-resolution Remote Sensing Imagery | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Building coverage statistics provide crucial insights into the urbanization,
infrastructure, and poverty level of a region, facilitating efforts towards
alleviating poverty, building sustainable cities, and allocating infrastructure
investments and public service provision. Global mapping of buildings has been
made m... | [
{
"created": "Wed, 4 Jan 2023 05:19:33 GMT",
"version": "v1"
},
{
"created": "Thu, 5 Jan 2023 04:39:49 GMT",
"version": "v2"
}
] | 2023-01-06 | [
[
"Liu",
"Enci",
""
],
[
"Meng",
"Chenlin",
""
],
[
"Kolodner",
"Matthew",
""
],
[
"Sung",
"Eun Jee",
""
],
[
"Chen",
"Sihang",
""
],
[
"Burke",
"Marshall",
""
],
[
"Lobell",
"David",
""
],
[
"Ermon",... | Building coverage statistics provide crucial insights into the urbanization, infrastructure, and poverty level of a region, facilitating efforts towards alleviating poverty, building sustainable cities, and allocating infrastructure investments and public service provision. Global mapping of buildings has been made mor... |
2211.11944 | Yuetong Wang | Pengyuan Shi, Yuetong Wang, Saad Abbasi, Alexander Wong | COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for
COVID-19 Symptom Prediction and Recommendation | null | null | null | null | cs.LG cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As the COVID-19 pandemic continues to put a significant burden on healthcare
systems worldwide, there has been growing interest in finding inexpensive
symptom pre-screening and recommendation methods to assist in efficiently using
available medical resources such as PCR tests. In this study, we introduce the
design o... | [
{
"created": "Tue, 22 Nov 2022 01:41:48 GMT",
"version": "v1"
}
] | 2022-11-23 | [
[
"Shi",
"Pengyuan",
""
],
[
"Wang",
"Yuetong",
""
],
[
"Abbasi",
"Saad",
""
],
[
"Wong",
"Alexander",
""
]
] | As the COVID-19 pandemic continues to put a significant burden on healthcare systems worldwide, there has been growing interest in finding inexpensive symptom pre-screening and recommendation methods to assist in efficiently using available medical resources such as PCR tests. In this study, we introduce the design of ... |
1404.3945 | Ahmed Douik | Ahmed Douik, Sameh Sorour, Hamidou Tembine, Mohamed-Slim Alouini, and
Tareq Y. Al-Naffouri | A Game Theoretic Approach to Minimize the Completion Time of Network
Coded Cooperative Data Exchange | conference version of arXiv:1404.3637 | null | null | null | cs.IT cs.GT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we introduce a game theoretic framework for studying the
problem of minimizing the completion time of instantly decodable network coding
(IDNC) for cooperative data exchange (CDE) in decentralized wireless network.
In this configuration, clients cooperate with each other to recover the erased
packets w... | [
{
"created": "Mon, 14 Apr 2014 09:08:25 GMT",
"version": "v1"
}
] | 2014-04-16 | [
[
"Douik",
"Ahmed",
""
],
[
"Sorour",
"Sameh",
""
],
[
"Tembine",
"Hamidou",
""
],
[
"Alouini",
"Mohamed-Slim",
""
],
[
"Al-Naffouri",
"Tareq Y.",
""
]
] | In this paper, we introduce a game theoretic framework for studying the problem of minimizing the completion time of instantly decodable network coding (IDNC) for cooperative data exchange (CDE) in decentralized wireless network. In this configuration, clients cooperate with each other to recover the erased packets wit... |
2102.13009 | Stefan Steinerberger | Yulan Zhang, Stefan Steinerberger | t-SNE, Forceful Colorings and Mean Field Limits | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | t-SNE is one of the most commonly used force-based nonlinear dimensionality
reduction methods. This paper has two contributions: the first is forceful
colorings, an idea that is also applicable to other force-based methods (UMAP,
ForceAtlas2,...). In every equilibrium, the attractive and repulsive forces
acting on a ... | [
{
"created": "Thu, 25 Feb 2021 17:14:07 GMT",
"version": "v1"
}
] | 2021-02-26 | [
[
"Zhang",
"Yulan",
""
],
[
"Steinerberger",
"Stefan",
""
]
] | t-SNE is one of the most commonly used force-based nonlinear dimensionality reduction methods. This paper has two contributions: the first is forceful colorings, an idea that is also applicable to other force-based methods (UMAP, ForceAtlas2,...). In every equilibrium, the attractive and repulsive forces acting on a pa... |
1401.0781 | Zizhan Zheng | Zizhan Zheng, Zhixue Lu, Prasun Sinha, Santosh Kumar | Ensuring Predictable Contact Opportunity for Scalable Vehicular Internet
Access On the Go | Technical report - this work was submitted to IEEE/ACM Transactions
on Networking, June 2013 | null | 10.1109/TNET.2014.2309991 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With increasing popularity of media enabled hand-helds and their integration
with the in-vehicle entertainment systems, the need for high data-rate services
for mobile users on the go is evident. This ever-increasing demand of data is
constantly surpassing what cellular networks can economically support.
Large-scale ... | [
{
"created": "Sat, 4 Jan 2014 06:22:05 GMT",
"version": "v1"
}
] | 2016-11-15 | [
[
"Zheng",
"Zizhan",
""
],
[
"Lu",
"Zhixue",
""
],
[
"Sinha",
"Prasun",
""
],
[
"Kumar",
"Santosh",
""
]
] | With increasing popularity of media enabled hand-helds and their integration with the in-vehicle entertainment systems, the need for high data-rate services for mobile users on the go is evident. This ever-increasing demand of data is constantly surpassing what cellular networks can economically support. Large-scale Wi... |
2211.07268 | Jelena Vuleti\'c | Dario Stuhne and Jelena Vuletic and Marsela Car and Matko Orsag | Serial Chain Hinge Support for Soft, Robust and Effective Grasp | null | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | This paper presents a serial chain hinge support, a rigid but flexible
structure that improves the mechanical performance and robustness of
soft-fingered grippers. Gravity can reduce the integrity of soft fingers in
horizontal approach, resulting in lower maximum payload caused by a large
deflection of fingers. To su... | [
{
"created": "Mon, 14 Nov 2022 10:53:44 GMT",
"version": "v1"
}
] | 2022-11-15 | [
[
"Stuhne",
"Dario",
""
],
[
"Vuletic",
"Jelena",
""
],
[
"Car",
"Marsela",
""
],
[
"Orsag",
"Matko",
""
]
] | This paper presents a serial chain hinge support, a rigid but flexible structure that improves the mechanical performance and robustness of soft-fingered grippers. Gravity can reduce the integrity of soft fingers in horizontal approach, resulting in lower maximum payload caused by a large deflection of fingers. To subs... |
1410.5053 | Yuichi Yoshida | Yuichi Yoshida | Gowers Norm, Function Limits, and Parameter Estimation | arXiv admin note: text overlap with arXiv:1212.3849, arXiv:1308.4108
by other authors | null | null | null | cs.CC cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Let $\{f_i:\mathbb{F}_p^i \to \{0,1\}\}$ be a sequence of functions, where
$p$ is a fixed prime and $\mathbb{F}_p$ is the finite field of order $p$. The
limit of the sequence can be syntactically defined using the notion of
ultralimit. Inspired by the Gowers norm, we introduce a metric over limits of
function sequenc... | [
{
"created": "Sun, 19 Oct 2014 09:50:04 GMT",
"version": "v1"
},
{
"created": "Thu, 26 Mar 2015 05:28:07 GMT",
"version": "v2"
}
] | 2015-03-27 | [
[
"Yoshida",
"Yuichi",
""
]
] | Let $\{f_i:\mathbb{F}_p^i \to \{0,1\}\}$ be a sequence of functions, where $p$ is a fixed prime and $\mathbb{F}_p$ is the finite field of order $p$. The limit of the sequence can be syntactically defined using the notion of ultralimit. Inspired by the Gowers norm, we introduce a metric over limits of function sequences... |
2112.14612 | Vaibhav Bajpai | Vaibhav Bajpai, Radek Krej\v{c}\'i and Leonidas Poulopoulos | Managing Home Routers with NETCONF over TLS and NETCONF Call Home | null | null | null | null | cs.NI | http://creativecommons.org/licenses/by/4.0/ | The Network Configuration (NETCONF) protocol and the associated YANG data
modeling language are the foundations of contemporary network management
frameworks evolving within the Internet Engineering Task Force (IETF). netopeer
(a NETCONF server) and ncclient (a NETCONF client) are popular open-source
projects that su... | [
{
"created": "Wed, 29 Dec 2021 15:49:42 GMT",
"version": "v1"
}
] | 2021-12-30 | [
[
"Bajpai",
"Vaibhav",
""
],
[
"Krejčí",
"Radek",
""
],
[
"Poulopoulos",
"Leonidas",
""
]
] | The Network Configuration (NETCONF) protocol and the associated YANG data modeling language are the foundations of contemporary network management frameworks evolving within the Internet Engineering Task Force (IETF). netopeer (a NETCONF server) and ncclient (a NETCONF client) are popular open-source projects that supp... |
1709.01570 | Jeffrey Uhlmann | Jeffrey Uhlmann | Entropy Control Architectures for Next-Generation Supercomputers | null | null | null | null | cs.ET | http://creativecommons.org/licenses/by/4.0/ | Position paper for US strategic computing initiative.
| [
{
"created": "Tue, 5 Sep 2017 19:49:11 GMT",
"version": "v1"
}
] | 2017-09-07 | [
[
"Uhlmann",
"Jeffrey",
""
]
] | Position paper for US strategic computing initiative. |
2210.05557 | Wenzhao Zheng | Chengkun Wang, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu | OPERA: Omni-Supervised Representation Learning with Hierarchical
Supervisions | Source code available at: https://github.com/wangck20/OPERA | null | null | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The pretrain-finetune paradigm in modern computer vision facilitates the
success of self-supervised learning, which tends to achieve better
transferability than supervised learning. However, with the availability of
massive labeled data, a natural question emerges: how to train a better model
with both self and full ... | [
{
"created": "Tue, 11 Oct 2022 15:51:31 GMT",
"version": "v1"
},
{
"created": "Tue, 29 Nov 2022 16:13:12 GMT",
"version": "v2"
}
] | 2022-11-30 | [
[
"Wang",
"Chengkun",
""
],
[
"Zheng",
"Wenzhao",
""
],
[
"Zhu",
"Zheng",
""
],
[
"Zhou",
"Jie",
""
],
[
"Lu",
"Jiwen",
""
]
] | The pretrain-finetune paradigm in modern computer vision facilitates the success of self-supervised learning, which tends to achieve better transferability than supervised learning. However, with the availability of massive labeled data, a natural question emerges: how to train a better model with both self and full su... |
1010.5642 | Hu Xiong | Hu Xiong, Zhong Chen | Privacy-Preserving English Auction Protocol with Round Efficiency | null | null | null | null | cs.GT cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A privacy-preserving English auction protocol with round efficiency based on
a modified ring signature has been proposed in this paper. The proposed
protocol has three appealing characteristic: First, it offers conditional
privacy-preservation: on the one hand, the bidder is anonymous to the public,
on the other hand... | [
{
"created": "Wed, 27 Oct 2010 10:54:06 GMT",
"version": "v1"
}
] | 2010-10-28 | [
[
"Xiong",
"Hu",
""
],
[
"Chen",
"Zhong",
""
]
] | A privacy-preserving English auction protocol with round efficiency based on a modified ring signature has been proposed in this paper. The proposed protocol has three appealing characteristic: First, it offers conditional privacy-preservation: on the one hand, the bidder is anonymous to the public, on the other hand, ... |
0802.0483 | Bernardo Huberman | Fang Wu and Bernardo A. Huberman | Popularity, Novelty and Attention | null | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We analyze the role that popularity and novelty play in attracting the
attention of users to dynamic websites. We do so by determining the performance
of three different strategies that can be utilized to maximize attention. The
first one prioritizes novelty while the second emphasizes popularity. A third
strategy lo... | [
{
"created": "Mon, 4 Feb 2008 19:46:09 GMT",
"version": "v1"
}
] | 2008-02-05 | [
[
"Wu",
"Fang",
""
],
[
"Huberman",
"Bernardo A.",
""
]
] | We analyze the role that popularity and novelty play in attracting the attention of users to dynamic websites. We do so by determining the performance of three different strategies that can be utilized to maximize attention. The first one prioritizes novelty while the second emphasizes popularity. A third strategy look... |
1803.11247 | Rafael Rodrigues da Silva | Rafael Rodrigues da Silva and Hai Lin | Scalable Integrated Task and Motion Planning from Signal Temporal Logic
Specifications | 13 pages, report | null | null | null | cs.RO cs.SY | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Many safety-critical systems must achieve high-level task specifications with
guaranteed safety and correctness. Much recent progress towards this goal has
been made through controller synthesis from signal temporal logic (STL)
specifications. Existing approaches, however, either consider some a priori
discretization... | [
{
"created": "Thu, 29 Mar 2018 20:44:55 GMT",
"version": "v1"
},
{
"created": "Sat, 20 Oct 2018 13:24:31 GMT",
"version": "v2"
}
] | 2018-10-23 | [
[
"da Silva",
"Rafael Rodrigues",
""
],
[
"Lin",
"Hai",
""
]
] | Many safety-critical systems must achieve high-level task specifications with guaranteed safety and correctness. Much recent progress towards this goal has been made through controller synthesis from signal temporal logic (STL) specifications. Existing approaches, however, either consider some a priori discretization o... |
2202.07138 | Kebing Jin | Kebing Jin, Hankz Hankui Zhuo | Integrating AI Planning with Natural Language Processing: A Combination
of Explicit and Tacit Knowledge | null | null | null | null | cs.AI cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Natural language processing (NLP) aims at investigating the interactions
between agents and humans, processing and analyzing large amounts of natural
language data. Large-scale language models play an important role in current
natural language processing. However, the challenges of explainability and
complexity come ... | [
{
"created": "Tue, 15 Feb 2022 02:19:09 GMT",
"version": "v1"
},
{
"created": "Thu, 13 Apr 2023 07:05:22 GMT",
"version": "v2"
}
] | 2023-04-14 | [
[
"Jin",
"Kebing",
""
],
[
"Zhuo",
"Hankz Hankui",
""
]
] | Natural language processing (NLP) aims at investigating the interactions between agents and humans, processing and analyzing large amounts of natural language data. Large-scale language models play an important role in current natural language processing. However, the challenges of explainability and complexity come al... |
2006.15179 | Nils Clausen | Nils Clausen | An Analysis of Academic Performance of University Students in Namibia | null | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Based on observations it seems that a considerable proportion of university
students in Namibia need to enhance their academic performance in regard to be
fully competitive in a globalised working environment. This specifically
includes thorough understanding of mathematics, as it forms an integral part of
modern kno... | [
{
"created": "Fri, 26 Jun 2020 19:11:08 GMT",
"version": "v1"
}
] | 2020-06-30 | [
[
"Clausen",
"Nils",
""
]
] | Based on observations it seems that a considerable proportion of university students in Namibia need to enhance their academic performance in regard to be fully competitive in a globalised working environment. This specifically includes thorough understanding of mathematics, as it forms an integral part of modern knowl... |
1508.00023 | Lav Varshney | Avhishek Chatterjee, Lav R. Varshney, and Sriram Vishwanath | Work Capacity of Freelance Markets: Fundamental Limits and Decentralized
Schemes | null | null | null | null | cs.MA cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Crowdsourcing of jobs to online freelance markets is rapidly gaining
popularity. Most crowdsourcing platforms are uncontrolled and offer freedom to
customers and freelancers to choose each other. This works well for unskilled
jobs (e.g., image classification) with no specific quality requirement since
freelancers are... | [
{
"created": "Fri, 31 Jul 2015 20:26:51 GMT",
"version": "v1"
},
{
"created": "Fri, 15 Jan 2016 23:11:59 GMT",
"version": "v2"
}
] | 2016-01-19 | [
[
"Chatterjee",
"Avhishek",
""
],
[
"Varshney",
"Lav R.",
""
],
[
"Vishwanath",
"Sriram",
""
]
] | Crowdsourcing of jobs to online freelance markets is rapidly gaining popularity. Most crowdsourcing platforms are uncontrolled and offer freedom to customers and freelancers to choose each other. This works well for unskilled jobs (e.g., image classification) with no specific quality requirement since freelancers are f... |
1708.05133 | Fan Jiang | Fan Jiang, Zhihui Hao, Xinran Liu | Deep Scene Text Detection with Connected Component Proposals | 10 pages, 5 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A growing demand for natural-scene text detection has been witnessed by the
computer vision community since text information plays a significant role in
scene understanding and image indexing. Deep neural networks are being used due
to their strong capabilities of pixel-wise classification or word localization,
simil... | [
{
"created": "Thu, 17 Aug 2017 04:44:03 GMT",
"version": "v1"
}
] | 2017-08-18 | [
[
"Jiang",
"Fan",
""
],
[
"Hao",
"Zhihui",
""
],
[
"Liu",
"Xinran",
""
]
] | A growing demand for natural-scene text detection has been witnessed by the computer vision community since text information plays a significant role in scene understanding and image indexing. Deep neural networks are being used due to their strong capabilities of pixel-wise classification or word localization, similar... |
1711.01327 | Sarah Cannon | Sarah Cannon, Joshua J. Daymude, William Savoie, Ross Warkentin,
Shengkai Li, Daniel I. Goldman, Dana Randall, Andrea W. Richa | Phototactic Supersmarticles | null | Artificial Life and Robotics 23:4 (2018) 459-468 | 10.1007/s10015-018-0473-7 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Smarticles, or smart active particles, are small robots equipped with only
basic movement and sensing abilities that are incapable of rotating or
displacing individually. We study the ensemble behavior of smarticles, i.e.,
the behavior a collective of these very simple computational elements can
achieve, and how such... | [
{
"created": "Fri, 3 Nov 2017 20:48:22 GMT",
"version": "v1"
}
] | 2018-12-04 | [
[
"Cannon",
"Sarah",
""
],
[
"Daymude",
"Joshua J.",
""
],
[
"Savoie",
"William",
""
],
[
"Warkentin",
"Ross",
""
],
[
"Li",
"Shengkai",
""
],
[
"Goldman",
"Daniel I.",
""
],
[
"Randall",
"Dana",
""
],
[
... | Smarticles, or smart active particles, are small robots equipped with only basic movement and sensing abilities that are incapable of rotating or displacing individually. We study the ensemble behavior of smarticles, i.e., the behavior a collective of these very simple computational elements can achieve, and how such b... |
2108.13980 | Kimberly Ferguson-Walter | Erich Walter, Kimberly Ferguson-Walter, Ahmad Ridley | Incorporating Deception into CyberBattleSim for Autonomous Defense | Presented at 1st International Workshop on Adaptive Cyber Defense,
2021 (arXiv:2108.08476) | null | null | IJCAI-ACD/2021/108 | cs.CR cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deceptive elements, including honeypots and decoys, were incorporated into
the Microsoft CyberBattleSim experimentation and research platform. The
defensive capabilities of the deceptive elements were tested using
reinforcement learning based attackers in the provided capture the flag
environment. The attacker's prog... | [
{
"created": "Tue, 31 Aug 2021 17:05:02 GMT",
"version": "v1"
}
] | 2021-09-01 | [
[
"Walter",
"Erich",
""
],
[
"Ferguson-Walter",
"Kimberly",
""
],
[
"Ridley",
"Ahmad",
""
]
] | Deceptive elements, including honeypots and decoys, were incorporated into the Microsoft CyberBattleSim experimentation and research platform. The defensive capabilities of the deceptive elements were tested using reinforcement learning based attackers in the provided capture the flag environment. The attacker's progre... |
cs/0504061 | Stergos Afantenos | Stergos D. Afantenos, Vangelis Karkaletsis, Panagiotis Stamatopoulos | Summarization from Medical Documents: A Survey | 21 pages, 4 tables | Artificial Intelligence in Medicine, Volume 33, Issue 2, February
2005, Pages 157-177 | 10.1016/j.artmed.2004.07.017 | null | cs.CL cs.IR | null | Objective:
The aim of this paper is to survey the recent work in medical documents
summarization.
Background:
During the last decade, documents summarization got increasing attention by
the AI research community. More recently it also attracted the interest of the
medical research community as well, due to the ... | [
{
"created": "Wed, 13 Apr 2005 20:02:25 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Afantenos",
"Stergos D.",
""
],
[
"Karkaletsis",
"Vangelis",
""
],
[
"Stamatopoulos",
"Panagiotis",
""
]
] | Objective: The aim of this paper is to survey the recent work in medical documents summarization. Background: During the last decade, documents summarization got increasing attention by the AI research community. More recently it also attracted the interest of the medical research community as well, due to the enormous... |
2001.09308 | Zhenfang Chen | Zhenfang Chen, Lin Ma, Wenhan Luo, Peng Tang, Kwan-Yee K. Wong | Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of
Sentence in Video | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study the problem of weakly-supervised temporal grounding
of sentence in video. Specifically, given an untrimmed video and a query
sentence, our goal is to localize a temporal segment in the video that
semantically corresponds to the query sentence, with no reliance on any
temporal annotation during... | [
{
"created": "Sat, 25 Jan 2020 13:07:43 GMT",
"version": "v1"
}
] | 2020-01-28 | [
[
"Chen",
"Zhenfang",
""
],
[
"Ma",
"Lin",
""
],
[
"Luo",
"Wenhan",
""
],
[
"Tang",
"Peng",
""
],
[
"Wong",
"Kwan-Yee K.",
""
]
] | In this paper, we study the problem of weakly-supervised temporal grounding of sentence in video. Specifically, given an untrimmed video and a query sentence, our goal is to localize a temporal segment in the video that semantically corresponds to the query sentence, with no reliance on any temporal annotation during t... |
1008.2069 | Lubomir Kostal | Lubomir Kostal | Information capacity in the weak-signal approximation | 11 pages, 4 figures; accepted for publication in Physical Review E | null | 10.1103/PhysRevE.82.026115 | null | cs.IT math.IT q-bio.NC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We derive an approximate expression for mutual information in a broad class
of discrete-time stationary channels with continuous input, under the
constraint of vanishing input amplitude or power. The approximation describes
the input by its covariance matrix, while the channel properties are described
by the Fisher i... | [
{
"created": "Thu, 12 Aug 2010 08:46:13 GMT",
"version": "v1"
}
] | 2015-05-19 | [
[
"Kostal",
"Lubomir",
""
]
] | We derive an approximate expression for mutual information in a broad class of discrete-time stationary channels with continuous input, under the constraint of vanishing input amplitude or power. The approximation describes the input by its covariance matrix, while the channel properties are described by the Fisher inf... |
2111.09771 | Liyang Chen | Liyang Chen, Zhiyong Wu, Jun Ling, Runnan Li, Xu Tan, Sheng Zhao | Transformer-S2A: Robust and Efficient Speech-to-Animation | Accepted by ICASSP 2022 | null | null | null | cs.MM cs.GR cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a novel robust and efficient Speech-to-Animation (S2A) approach
for synchronized facial animation generation in human-computer interaction.
Compared with conventional approaches, the proposed approach utilizes phonetic
posteriorgrams (PPGs) of spoken phonemes as input to ensure the cross-language
and cross... | [
{
"created": "Thu, 18 Nov 2021 16:09:39 GMT",
"version": "v1"
},
{
"created": "Sat, 12 Mar 2022 11:38:05 GMT",
"version": "v2"
},
{
"created": "Wed, 6 Apr 2022 07:22:37 GMT",
"version": "v3"
}
] | 2022-04-07 | [
[
"Chen",
"Liyang",
""
],
[
"Wu",
"Zhiyong",
""
],
[
"Ling",
"Jun",
""
],
[
"Li",
"Runnan",
""
],
[
"Tan",
"Xu",
""
],
[
"Zhao",
"Sheng",
""
]
] | We propose a novel robust and efficient Speech-to-Animation (S2A) approach for synchronized facial animation generation in human-computer interaction. Compared with conventional approaches, the proposed approach utilizes phonetic posteriorgrams (PPGs) of spoken phonemes as input to ensure the cross-language and cross-s... |
0706.1063 | Matthias Brust R. | Matthias R. Brust, Steffen Rothkugel | Small Worlds: Strong Clustering in Wireless Networks | To appear in: 1st International Workshop on Localized Algorithms and
Protocols for Wireless Sensor Networks (LOCALGOS 2007), 2007, IEEE Compuster
Society Press | null | null | null | cs.NI cs.DC cs.DS | null | Small-worlds represent efficient communication networks that obey two
distinguishing characteristics: a high clustering coefficient together with a
small characteristic path length. This paper focuses on an interesting paradox,
that removing links in a network can increase the overall clustering
coefficient. Reckful ... | [
{
"created": "Thu, 7 Jun 2007 19:42:51 GMT",
"version": "v1"
},
{
"created": "Mon, 11 Jun 2007 05:36:04 GMT",
"version": "v2"
}
] | 2007-06-11 | [
[
"Brust",
"Matthias R.",
""
],
[
"Rothkugel",
"Steffen",
""
]
] | Small-worlds represent efficient communication networks that obey two distinguishing characteristics: a high clustering coefficient together with a small characteristic path length. This paper focuses on an interesting paradox, that removing links in a network can increase the overall clustering coefficient. Reckful Ro... |
2311.09032 | Wanqi Yang | Wanqi Yang, Pengfei Chen, Kai Liu, Huxing Zhang | Nahida: In-Band Distributed Tracing with eBPF | null | null | null | null | cs.OS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Microservices are commonly used in modern cloud-native applications to
achieve agility. However, the complexity of service dependencies in large-scale
microservices systems can lead to anomaly propagation, making fault
troubleshooting a challenge. To address this issue, distributed tracing systems
have been proposed ... | [
{
"created": "Wed, 15 Nov 2023 15:25:08 GMT",
"version": "v1"
}
] | 2023-11-16 | [
[
"Yang",
"Wanqi",
""
],
[
"Chen",
"Pengfei",
""
],
[
"Liu",
"Kai",
""
],
[
"Zhang",
"Huxing",
""
]
] | Microservices are commonly used in modern cloud-native applications to achieve agility. However, the complexity of service dependencies in large-scale microservices systems can lead to anomaly propagation, making fault troubleshooting a challenge. To address this issue, distributed tracing systems have been proposed to... |
1711.08659 | Tao Hu | Tao Hu, Julong Lan, Jianhui Zhang, Wei Zhao | EASM: Efficiency-Aware Switch Migration for Balancing Controller Loads
in Software-Defined Networking | 16 pages | null | null | null | cs.NI cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Distributed multi-controller deployment is a promising method to achieve a
scalable and reliable control plane of Software-Defined Networking (SDN).
However, it brings a new challenge for balancing loads on the distributed
controllers as the network traffic dynamically changes. The unbalanced load
distribution on the... | [
{
"created": "Thu, 23 Nov 2017 11:36:21 GMT",
"version": "v1"
},
{
"created": "Fri, 26 Jan 2018 15:23:31 GMT",
"version": "v2"
}
] | 2018-01-29 | [
[
"Hu",
"Tao",
""
],
[
"Lan",
"Julong",
""
],
[
"Zhang",
"Jianhui",
""
],
[
"Zhao",
"Wei",
""
]
] | Distributed multi-controller deployment is a promising method to achieve a scalable and reliable control plane of Software-Defined Networking (SDN). However, it brings a new challenge for balancing loads on the distributed controllers as the network traffic dynamically changes. The unbalanced load distribution on the c... |
2210.04484 | Felix Schuhknecht | Felix Schuhknecht and Simon J\"orz | The Easiest Way of Turning your Relational Database into a Blockchain --
and the Cost of Doing So | null | null | null | null | cs.DB | http://creativecommons.org/licenses/by-sa/4.0/ | Blockchain systems essentially consist of two levels: The network level has
the responsibility of distributing an ordered stream of transactions to all
nodes of the network in exactly the same way, even in the presence of a certain
amount of malicious parties (byzantine fault tolerance). On the node level,
each node ... | [
{
"created": "Mon, 10 Oct 2022 08:16:33 GMT",
"version": "v1"
}
] | 2022-10-11 | [
[
"Schuhknecht",
"Felix",
""
],
[
"Jörz",
"Simon",
""
]
] | Blockchain systems essentially consist of two levels: The network level has the responsibility of distributing an ordered stream of transactions to all nodes of the network in exactly the same way, even in the presence of a certain amount of malicious parties (byzantine fault tolerance). On the node level, each node th... |
1007.1473 | Xinyu Xing | Xinyu Xing, Jianxun Dang, Richard Han, Xue Liu, Shivakant Mishra | Intrusions into Privacy in Video Chat Environments: Attacks and
Countermeasures | 8 pages, submitted to WPES | null | null | Technical Report CU-CS 1069-10 | cs.CR cs.NI | http://creativecommons.org/licenses/by/3.0/ | Video chat systems such as Chatroulette have become increasingly popular as a
way to meet and converse one-on-one via video and audio with other users online
in an open and interactive manner. At the same time, security and privacy
concerns inherent in such communication have been little explored. This paper
presents... | [
{
"created": "Thu, 8 Jul 2010 21:38:54 GMT",
"version": "v1"
}
] | 2010-07-12 | [
[
"Xing",
"Xinyu",
""
],
[
"Dang",
"Jianxun",
""
],
[
"Han",
"Richard",
""
],
[
"Liu",
"Xue",
""
],
[
"Mishra",
"Shivakant",
""
]
] | Video chat systems such as Chatroulette have become increasingly popular as a way to meet and converse one-on-one via video and audio with other users online in an open and interactive manner. At the same time, security and privacy concerns inherent in such communication have been little explored. This paper presents o... |
1808.08316 | Tu Nguyen | Tu Nguyen, Tuan Tran and Wolfgang Nejdl | A Trio Neural Model for Dynamic Entity Relatedness Ranking | In Proceedings of CoNLL 2018 | null | null | null | cs.IR cs.CL cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Measuring entity relatedness is a fundamental task for many natural language
processing and information retrieval applications. Prior work often studies
entity relatedness in static settings and an unsupervised manner. However,
entities in real-world are often involved in many different relationships,
consequently en... | [
{
"created": "Fri, 24 Aug 2018 21:29:53 GMT",
"version": "v1"
},
{
"created": "Wed, 29 Aug 2018 22:00:03 GMT",
"version": "v2"
},
{
"created": "Fri, 7 Sep 2018 00:38:54 GMT",
"version": "v3"
},
{
"created": "Mon, 12 Jun 2023 20:49:49 GMT",
"version": "v4"
}
] | 2023-06-14 | [
[
"Nguyen",
"Tu",
""
],
[
"Tran",
"Tuan",
""
],
[
"Nejdl",
"Wolfgang",
""
]
] | Measuring entity relatedness is a fundamental task for many natural language processing and information retrieval applications. Prior work often studies entity relatedness in static settings and an unsupervised manner. However, entities in real-world are often involved in many different relationships, consequently enti... |
1003.4068 | William Jackson | Pratima Gautam, K. R. Pardasani | A Novel Approach For Discovery Multi Level Fuzzy Association Rule Mining | null | Journal of Computing, Volume 2, Issue 3, March 2010,
https://sites.google.com/site/journalofcomputing/ | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Finding multilevel association rules in transaction databases is most
commonly seen in is widely used in data mining. In this paper, we present a
model of mining multilevel association rules which satisfies the different
minimum support at each level, we have employed fuzzy set concepts, multi-level
taxonomy and diff... | [
{
"created": "Mon, 22 Mar 2010 05:38:24 GMT",
"version": "v1"
}
] | 2010-03-23 | [
[
"Gautam",
"Pratima",
""
],
[
"Pardasani",
"K. R.",
""
]
] | Finding multilevel association rules in transaction databases is most commonly seen in is widely used in data mining. In this paper, we present a model of mining multilevel association rules which satisfies the different minimum support at each level, we have employed fuzzy set concepts, multi-level taxonomy and differ... |
1904.05644 | Ning Tan | Yun Jiang, Ning Tan, Tingting Peng, Hai Zhang | Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional
Neural Network | null | null | null | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Accurate segmentation of retinal vessels is a basic step in Diabetic
retinopathy(DR) detection. Most methods based on deep convolutional neural
network (DCNN) have small receptive fields, and hence they are unable to
capture global context information of larger regions, with difficult to
identify lesions. The final s... | [
{
"created": "Thu, 11 Apr 2019 11:47:58 GMT",
"version": "v1"
}
] | 2019-04-12 | [
[
"Jiang",
"Yun",
""
],
[
"Tan",
"Ning",
""
],
[
"Peng",
"Tingting",
""
],
[
"Zhang",
"Hai",
""
]
] | Accurate segmentation of retinal vessels is a basic step in Diabetic retinopathy(DR) detection. Most methods based on deep convolutional neural network (DCNN) have small receptive fields, and hence they are unable to capture global context information of larger regions, with difficult to identify lesions. The final seg... |
2303.06424 | Jiahui Zhang | Jiahui Zhang, Fangneng Zhan, Christian Theobalt, Shijian Lu | Regularized Vector Quantization for Tokenized Image Synthesis | Accepted to CVPR 2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Quantizing images into discrete representations has been a fundamental
problem in unified generative modeling. Predominant approaches learn the
discrete representation either in a deterministic manner by selecting the
best-matching token or in a stochastic manner by sampling from a predicted
distribution. However, de... | [
{
"created": "Sat, 11 Mar 2023 15:20:54 GMT",
"version": "v1"
},
{
"created": "Sat, 14 Oct 2023 06:17:12 GMT",
"version": "v2"
}
] | 2023-10-17 | [
[
"Zhang",
"Jiahui",
""
],
[
"Zhan",
"Fangneng",
""
],
[
"Theobalt",
"Christian",
""
],
[
"Lu",
"Shijian",
""
]
] | Quantizing images into discrete representations has been a fundamental problem in unified generative modeling. Predominant approaches learn the discrete representation either in a deterministic manner by selecting the best-matching token or in a stochastic manner by sampling from a predicted distribution. However, dete... |
2304.04827 | Tom Hanika | Johannes Hirth and Viktoria Horn and Gerd Stumme and Tom Hanika | Ordinal Motifs in Lattices | null | null | 10.1016/j.ins.2023.120009 | null | cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Lattices are a commonly used structure for the representation and analysis of
relational and ontological knowledge. In particular, the analysis of these
requires a decomposition of a large and high-dimensional lattice into a set of
understandably large parts. With the present work we propose /ordinal motifs/
as analy... | [
{
"created": "Mon, 10 Apr 2023 19:25:36 GMT",
"version": "v1"
}
] | 2023-12-29 | [
[
"Hirth",
"Johannes",
""
],
[
"Horn",
"Viktoria",
""
],
[
"Stumme",
"Gerd",
""
],
[
"Hanika",
"Tom",
""
]
] | Lattices are a commonly used structure for the representation and analysis of relational and ontological knowledge. In particular, the analysis of these requires a decomposition of a large and high-dimensional lattice into a set of understandably large parts. With the present work we propose /ordinal motifs/ as analyti... |
2306.14087 | Cole Wyeth | Cole Wyeth and Carl Sturtivant | A Circuit Complexity Formulation of Algorithmic Information Theory | 8 pages, no figures | null | null | null | cs.LG cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Inspired by Solomonoffs theory of inductive inference, we propose a prior
based on circuit complexity. There are several advantages to this approach.
First, it relies on a complexity measure that does not depend on the choice of
UTM. There is one universal definition for Boolean circuits involving an
universal operat... | [
{
"created": "Sun, 25 Jun 2023 01:30:37 GMT",
"version": "v1"
}
] | 2023-06-27 | [
[
"Wyeth",
"Cole",
""
],
[
"Sturtivant",
"Carl",
""
]
] | Inspired by Solomonoffs theory of inductive inference, we propose a prior based on circuit complexity. There are several advantages to this approach. First, it relies on a complexity measure that does not depend on the choice of UTM. There is one universal definition for Boolean circuits involving an universal operatio... |
2201.08095 | Stanislav Abaimov | Iuliia Ganskaia and Stanislav Abaimov | Before and After: Machine learning for perioperative patient care | null | null | null | null | cs.CY cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | For centuries nursing has been known as a job that requires complex manual
operations, that cannot be automated or replaced by any machinery. All the
devices and techniques have been invented only to support, but never fully
replace, a person with knowledge and expert intuition. With the rise of
Artificial Intelligen... | [
{
"created": "Thu, 20 Jan 2022 09:55:12 GMT",
"version": "v1"
}
] | 2022-01-21 | [
[
"Ganskaia",
"Iuliia",
""
],
[
"Abaimov",
"Stanislav",
""
]
] | For centuries nursing has been known as a job that requires complex manual operations, that cannot be automated or replaced by any machinery. All the devices and techniques have been invented only to support, but never fully replace, a person with knowledge and expert intuition. With the rise of Artificial Intelligence... |
1206.1430 | Yogita Khatri | Yogita Khatri | Distance Based Asynchronous Recovery Approach in Mobile Computing
Environment | 7 pages, 1figure | null | null | null | cs.DB cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A mobile computing system is a distributed system in which at least one of
the processes is mobile. They are constrained by lack of stable storage, low
network bandwidth, mobility, frequent disconnection and limited battery life.
Checkpointing is one of the commonly used techniques to provide fault tolerance
in mobil... | [
{
"created": "Thu, 7 Jun 2012 09:44:13 GMT",
"version": "v1"
}
] | 2012-06-08 | [
[
"Khatri",
"Yogita",
""
]
] | A mobile computing system is a distributed system in which at least one of the processes is mobile. They are constrained by lack of stable storage, low network bandwidth, mobility, frequent disconnection and limited battery life. Checkpointing is one of the commonly used techniques to provide fault tolerance in mobile ... |
2402.11957 | Yutian Chen | Yutian Chen, Shi Guo, Fangzheng Yu, Feng Zhang, Jinwei Gu and Tianfan
Xue | Event-Based Motion Magnification | Accepted to ECCV 2024 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Detecting and magnifying imperceptible high-frequency motions in real-world
scenarios has substantial implications for industrial and medical applications.
These motions are characterized by small amplitudes and high frequencies.
Traditional motion magnification methods rely on costly high-speed cameras or
active lig... | [
{
"created": "Mon, 19 Feb 2024 08:59:58 GMT",
"version": "v1"
},
{
"created": "Tue, 23 Jul 2024 13:22:58 GMT",
"version": "v2"
}
] | 2024-07-24 | [
[
"Chen",
"Yutian",
""
],
[
"Guo",
"Shi",
""
],
[
"Yu",
"Fangzheng",
""
],
[
"Zhang",
"Feng",
""
],
[
"Gu",
"Jinwei",
""
],
[
"Xue",
"Tianfan",
""
]
] | Detecting and magnifying imperceptible high-frequency motions in real-world scenarios has substantial implications for industrial and medical applications. These motions are characterized by small amplitudes and high frequencies. Traditional motion magnification methods rely on costly high-speed cameras or active light... |
2302.14827 | Carl Pearson | Carl Pearson | Interconnect Bandwidth Heterogeneity on AMD MI250x and Infinity Fabric | 4 pages | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Demand for low-latency and high-bandwidth data transfer between GPUs has
driven the development of multi-GPU nodes. Physical constraints on the
manufacture and integration of such systems has yielded heterogeneous
intra-node interconnects, where not all devices are connected equally. The next
generation of supercompu... | [
{
"created": "Tue, 28 Feb 2023 18:21:56 GMT",
"version": "v1"
}
] | 2023-03-01 | [
[
"Pearson",
"Carl",
""
]
] | Demand for low-latency and high-bandwidth data transfer between GPUs has driven the development of multi-GPU nodes. Physical constraints on the manufacture and integration of such systems has yielded heterogeneous intra-node interconnects, where not all devices are connected equally. The next generation of supercomputi... |
2210.10956 | Zefan Yang | Zefan Yang, Di Lin, Dong Ni, and Yi Wang | Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for
Medical Image Segmentation | 12 pages, 8 figures | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Scribble-supervised medical image segmentation tackles the limitation of
sparse masks. Conventional approaches alternate between: labeling pseudo-masks
and optimizing network parameters. However, such iterative two-stage paradigm
is unwieldy and could be trapped in poor local optima since the networks
undesirably reg... | [
{
"created": "Thu, 20 Oct 2022 01:57:44 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Sep 2023 20:09:59 GMT",
"version": "v2"
}
] | 2023-10-02 | [
[
"Yang",
"Zefan",
""
],
[
"Lin",
"Di",
""
],
[
"Ni",
"Dong",
""
],
[
"Wang",
"Yi",
""
]
] | Scribble-supervised medical image segmentation tackles the limitation of sparse masks. Conventional approaches alternate between: labeling pseudo-masks and optimizing network parameters. However, such iterative two-stage paradigm is unwieldy and could be trapped in poor local optima since the networks undesirably regre... |
2401.10042 | Zhong Sun | Lunshuai Pan, Pushen Zuo, Yubiao Luo, Zhong Sun, Ru Huang | BlockAMC: Scalable In-Memory Analog Matrix Computing for Solving Linear
Systems | This paper has been accepted to the conference DATE 2024 | null | null | null | cs.AR cs.DC | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Recently, in-memory analog matrix computing (AMC) with nonvolatile resistive
memory has been developed for solving matrix problems in one step, e.g., matrix
inversion of solving linear systems. However, the analog nature sets up a
barrier to the scalability of AMC, due to the limits on the manufacturability
and yield... | [
{
"created": "Thu, 18 Jan 2024 15:07:50 GMT",
"version": "v1"
}
] | 2024-01-19 | [
[
"Pan",
"Lunshuai",
""
],
[
"Zuo",
"Pushen",
""
],
[
"Luo",
"Yubiao",
""
],
[
"Sun",
"Zhong",
""
],
[
"Huang",
"Ru",
""
]
] | Recently, in-memory analog matrix computing (AMC) with nonvolatile resistive memory has been developed for solving matrix problems in one step, e.g., matrix inversion of solving linear systems. However, the analog nature sets up a barrier to the scalability of AMC, due to the limits on the manufacturability and yield o... |
1409.2329 | Wojciech Zaremba | Wojciech Zaremba, Ilya Sutskever, Oriol Vinyals | Recurrent Neural Network Regularization | null | null | null | null | cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a simple regularization technique for Recurrent Neural Networks
(RNNs) with Long Short-Term Memory (LSTM) units. Dropout, the most successful
technique for regularizing neural networks, does not work well with RNNs and
LSTMs. In this paper, we show how to correctly apply dropout to LSTMs, and show
that it ... | [
{
"created": "Mon, 8 Sep 2014 13:08:00 GMT",
"version": "v1"
},
{
"created": "Thu, 11 Sep 2014 17:08:13 GMT",
"version": "v2"
},
{
"created": "Mon, 3 Nov 2014 05:19:23 GMT",
"version": "v3"
},
{
"created": "Sun, 21 Dec 2014 03:13:05 GMT",
"version": "v4"
},
{
"cre... | 2015-02-20 | [
[
"Zaremba",
"Wojciech",
""
],
[
"Sutskever",
"Ilya",
""
],
[
"Vinyals",
"Oriol",
""
]
] | We present a simple regularization technique for Recurrent Neural Networks (RNNs) with Long Short-Term Memory (LSTM) units. Dropout, the most successful technique for regularizing neural networks, does not work well with RNNs and LSTMs. In this paper, we show how to correctly apply dropout to LSTMs, and show that it su... |
1909.03360 | Yunlong Yu | Yunlong Yu, Zhong Ji, Zhongfei Zhang, Jungong Han | Episode-based Prototype Generating Network for Zero-Shot Learning | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce a simple yet effective episode-based training framework for
zero-shot learning (ZSL), where the learning system requires to recognize
unseen classes given only the corresponding class semantics. During training,
the model is trained within a collection of episodes, each of which is designed
to simulate a... | [
{
"created": "Sun, 8 Sep 2019 01:06:15 GMT",
"version": "v1"
},
{
"created": "Thu, 2 Apr 2020 03:21:04 GMT",
"version": "v2"
}
] | 2020-04-03 | [
[
"Yu",
"Yunlong",
""
],
[
"Ji",
"Zhong",
""
],
[
"Zhang",
"Zhongfei",
""
],
[
"Han",
"Jungong",
""
]
] | We introduce a simple yet effective episode-based training framework for zero-shot learning (ZSL), where the learning system requires to recognize unseen classes given only the corresponding class semantics. During training, the model is trained within a collection of episodes, each of which is designed to simulate a z... |
1807.10268 | Andrzej Kucik | Andrzej Stanis{\l}aw Kucik, Konstantin Korovin | Premise selection with neural networks and distributed representation of
features | null | null | null | null | cs.AI cs.LG cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present the problem of selecting relevant premises for a proof of a given
statement. When stated as a binary classification task for pairs (conjecture,
axiom), it can be efficiently solved using artificial neural networks. The key
difference between our advance to solve this problem and previous approaches is
the ... | [
{
"created": "Thu, 26 Jul 2018 17:54:58 GMT",
"version": "v1"
}
] | 2018-07-27 | [
[
"Kucik",
"Andrzej Stanisław",
""
],
[
"Korovin",
"Konstantin",
""
]
] | We present the problem of selecting relevant premises for a proof of a given statement. When stated as a binary classification task for pairs (conjecture, axiom), it can be efficiently solved using artificial neural networks. The key difference between our advance to solve this problem and previous approaches is the us... |
1709.09014 | Reza Yazdanpanah Abdolmalaki | Reza Yazdanpanah Abdolmalaki | Implementation of Fuzzy Inference Engine for equilibrium and roll-angle
tracking of riderless bicycle | Accepted (To be Published) in 5th IEEE International Conference on
Robotics and Mechatronics | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, a Fuzzy Inference System (FIS) is fabricated on a riderless
bicycle. The Fuzzy Inference System is based on a rule base inherited from
human experience of bicycle riding. The steady turning motion and roll-angle
tracking controls for the riderless bicycle were achieved by using fuzzy
concept. Collectio... | [
{
"created": "Tue, 26 Sep 2017 13:47:46 GMT",
"version": "v1"
}
] | 2017-09-27 | [
[
"Abdolmalaki",
"Reza Yazdanpanah",
""
]
] | In this paper, a Fuzzy Inference System (FIS) is fabricated on a riderless bicycle. The Fuzzy Inference System is based on a rule base inherited from human experience of bicycle riding. The steady turning motion and roll-angle tracking controls for the riderless bicycle were achieved by using fuzzy concept. Collection ... |
2403.02630 | Hongyu Zhang | Hongyu Zhang, Dongyi Zheng, Lin Zhong, Xu Yang, Jiyuan Feng, Yunqing
Feng, Qing Liao | FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal
Decoupling | 16 pages, 5 figures | null | null | null | cs.LG cs.IR cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, Cross-Domain Recommendation (CDR) has drawn significant
attention, which utilizes user data from multiple domains to enhance the
recommendation performance. However, current CDR methods require sharing user
data across domains, thereby violating the General Data Protection Regulation
(GDPR). Conseque... | [
{
"created": "Tue, 5 Mar 2024 03:40:39 GMT",
"version": "v1"
},
{
"created": "Wed, 6 Mar 2024 06:46:52 GMT",
"version": "v2"
},
{
"created": "Sat, 1 Jun 2024 03:57:41 GMT",
"version": "v3"
},
{
"created": "Mon, 10 Jun 2024 14:57:11 GMT",
"version": "v4"
}
] | 2024-06-11 | [
[
"Zhang",
"Hongyu",
""
],
[
"Zheng",
"Dongyi",
""
],
[
"Zhong",
"Lin",
""
],
[
"Yang",
"Xu",
""
],
[
"Feng",
"Jiyuan",
""
],
[
"Feng",
"Yunqing",
""
],
[
"Liao",
"Qing",
""
]
] | In recent years, Cross-Domain Recommendation (CDR) has drawn significant attention, which utilizes user data from multiple domains to enhance the recommendation performance. However, current CDR methods require sharing user data across domains, thereby violating the General Data Protection Regulation (GDPR). Consequent... |
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