id stringlengths 9 10 | submitter stringlengths 1 64 ⌀ | authors stringlengths 4 20.7k | title stringlengths 4 246 | comments stringlengths 1 523 ⌀ | journal-ref stringlengths 4 404 ⌀ | doi stringlengths 11 153 ⌀ | report-no stringlengths 2 254 ⌀ | categories stringlengths 5 98 | license stringclasses 9
values | orig_abstract stringlengths 14 3.35k | versions listlengths 1 60 | update_date stringlengths 10 10 | authors_parsed listlengths 1 1.35k | abstract stringlengths 11 3.34k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1506.05703 | R\'emi Lebret | R\'emi Lebret and Ronan Collobert | "The Sum of Its Parts": Joint Learning of Word and Phrase
Representations with Autoencoders | Deep Learning Workshop, ICML 2015 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, there has been a lot of effort to represent words in continuous
vector spaces. Those representations have been shown to capture both semantic
and syntactic information about words. However, distributed representations of
phrases remain a challenge. We introduce a novel model that jointly learns word
vector ... | [
{
"created": "Thu, 18 Jun 2015 14:46:44 GMT",
"version": "v1"
}
] | 2015-06-19 | [
[
"Lebret",
"Rémi",
""
],
[
"Collobert",
"Ronan",
""
]
] | Recently, there has been a lot of effort to represent words in continuous vector spaces. Those representations have been shown to capture both semantic and syntactic information about words. However, distributed representations of phrases remain a challenge. We introduce a novel model that jointly learns word vector re... |
2402.00775 | Andreas Christou | Andreas Christou, Antonio J. del-Ama, Juan C. Moreno and Sethu
Vijayakumar | Adaptive Control for Triadic Human-Robot-FES Collaboration in Gait
Rehabilitation: A Pilot Study | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The hybridisation of robot-assisted gait training and functional electrical
stimulation (FES) can provide numerous physiological benefits to neurological
patients. However, the design of an effective hybrid controller poses
significant challenges. In this over-actuated system, it is extremely difficult
to find the ri... | [
{
"created": "Thu, 1 Feb 2024 17:04:41 GMT",
"version": "v1"
},
{
"created": "Fri, 8 Mar 2024 11:05:39 GMT",
"version": "v2"
}
] | 2024-03-11 | [
[
"Christou",
"Andreas",
""
],
[
"del-Ama",
"Antonio J.",
""
],
[
"Moreno",
"Juan C.",
""
],
[
"Vijayakumar",
"Sethu",
""
]
] | The hybridisation of robot-assisted gait training and functional electrical stimulation (FES) can provide numerous physiological benefits to neurological patients. However, the design of an effective hybrid controller poses significant challenges. In this over-actuated system, it is extremely difficult to find the righ... |
cs/0608104 | Uday Khedker | Uday Khedker, Amitabha Sanyal, and Amey Karkare | Heap Reference Analysis Using Access Graphs | Accepted for printing by ACM TOPLAS. This version incorporates
referees' comments | ACM TOPLAS, 30(1), 2007 | 10.1145/1290520.1290521 | null | cs.PL cs.SE | null | Despite significant progress in the theory and practice of program analysis,
analysing properties of heap data has not reached the same level of maturity as
the analysis of static and stack data. The spatial and temporal structure of
stack and static data is well understood while that of heap data seems
arbitrary and... | [
{
"created": "Mon, 28 Aug 2006 11:15:00 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Nov 2006 06:37:51 GMT",
"version": "v2"
},
{
"created": "Sat, 1 Sep 2007 14:52:17 GMT",
"version": "v3"
}
] | 2013-04-25 | [
[
"Khedker",
"Uday",
""
],
[
"Sanyal",
"Amitabha",
""
],
[
"Karkare",
"Amey",
""
]
] | Despite significant progress in the theory and practice of program analysis, analysing properties of heap data has not reached the same level of maturity as the analysis of static and stack data. The spatial and temporal structure of stack and static data is well understood while that of heap data seems arbitrary and i... |
1808.07535 | Seunghoon Hong | Seunghoon Hong and Xinchen Yan and Thomas Huang and Honglak Lee | Learning Hierarchical Semantic Image Manipulation through Structured
Representations | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Understanding, reasoning, and manipulating semantic concepts of images have
been a fundamental research problem for decades. Previous work mainly focused
on direct manipulation on natural image manifold through color strokes,
key-points, textures, and holes-to-fill. In this work, we present a novel
hierarchical frame... | [
{
"created": "Wed, 22 Aug 2018 19:33:31 GMT",
"version": "v1"
},
{
"created": "Tue, 28 Aug 2018 00:33:27 GMT",
"version": "v2"
}
] | 2018-08-29 | [
[
"Hong",
"Seunghoon",
""
],
[
"Yan",
"Xinchen",
""
],
[
"Huang",
"Thomas",
""
],
[
"Lee",
"Honglak",
""
]
] | Understanding, reasoning, and manipulating semantic concepts of images have been a fundamental research problem for decades. Previous work mainly focused on direct manipulation on natural image manifold through color strokes, key-points, textures, and holes-to-fill. In this work, we present a novel hierarchical framewo... |
2012.15070 | Rongzhou Bao | Rongzhou Bao, Jiayi Wang, Zhuosheng Zhang, Hai Zhao | Enhancing Pre-trained Language Model with Lexical Simplification | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For both human readers and pre-trained language models (PrLMs), lexical
diversity may lead to confusion and inaccuracy when understanding the
underlying semantic meanings of given sentences. By substituting complex words
with simple alternatives, lexical simplification (LS) is a recognized method to
reduce such lexic... | [
{
"created": "Wed, 30 Dec 2020 07:49:00 GMT",
"version": "v1"
}
] | 2021-01-01 | [
[
"Bao",
"Rongzhou",
""
],
[
"Wang",
"Jiayi",
""
],
[
"Zhang",
"Zhuosheng",
""
],
[
"Zhao",
"Hai",
""
]
] | For both human readers and pre-trained language models (PrLMs), lexical diversity may lead to confusion and inaccuracy when understanding the underlying semantic meanings of given sentences. By substituting complex words with simple alternatives, lexical simplification (LS) is a recognized method to reduce such lexical... |
2311.12764 | Renu Sharma | Renu Sharma, Redwan Sony, Arun Ross | Investigating Weight-Perturbed Deep Neural Networks With Application in
Iris Presentation Attack Detection | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Deep neural networks (DNNs) exhibit superior performance in various machine
learning tasks, e.g., image classification, speech recognition, biometric
recognition, object detection, etc. However, it is essential to analyze their
sensitivity to parameter perturbations before deploying them in real-world
applications. I... | [
{
"created": "Tue, 21 Nov 2023 18:18:50 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Nov 2023 18:52:11 GMT",
"version": "v2"
}
] | 2023-11-23 | [
[
"Sharma",
"Renu",
""
],
[
"Sony",
"Redwan",
""
],
[
"Ross",
"Arun",
""
]
] | Deep neural networks (DNNs) exhibit superior performance in various machine learning tasks, e.g., image classification, speech recognition, biometric recognition, object detection, etc. However, it is essential to analyze their sensitivity to parameter perturbations before deploying them in real-world applications. In ... |
1603.08844 | Saeed Manaffam | S. Manaffam and M. K. Talebi and A. K. Jain and A. Behal | Synchronization in Networks of Identical Systems via Pinning:
Application to Distributed Secondary Control of Microgrids | 11 pages, 9 figures, submitted to Transactions on Control Systems
Technology | null | null | null | cs.SY cs.ET cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Motivated by the need for fast synchronized operation of power microgrids, we
analyze the problem of single and multiple pinning in networked systems. We
derive lower and upper bounds on the algebraic connectivity of the network with
respect to the reference signal. These bounds are utilized to devise a
suboptimal al... | [
{
"created": "Tue, 29 Mar 2016 16:56:59 GMT",
"version": "v1"
},
{
"created": "Mon, 8 Aug 2016 20:43:37 GMT",
"version": "v2"
}
] | 2017-09-19 | [
[
"Manaffam",
"S.",
""
],
[
"Talebi",
"M. K.",
""
],
[
"Jain",
"A. K.",
""
],
[
"Behal",
"A.",
""
]
] | Motivated by the need for fast synchronized operation of power microgrids, we analyze the problem of single and multiple pinning in networked systems. We derive lower and upper bounds on the algebraic connectivity of the network with respect to the reference signal. These bounds are utilized to devise a suboptimal algo... |
2306.05069 | Masood Feyzbakhsh Rankooh | Masood Feyzbakhsh Rankooh and Tomi Janhunen | Capturing (Optimal) Relaxed Plans with Stable and Supported Models of
Logic Programs | Paper presented at the 39th International Conference on Logic
Programming (ICLP 2023), 14 pages | null | null | null | cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We establish a novel relation between delete-free planning, an important task
for the AI Planning community also known as relaxed planning, and logic
programming. We show that given a planning problem, all subsets of actions that
could be ordered to produce relaxed plans for the problem can be bijectively
captured wi... | [
{
"created": "Thu, 8 Jun 2023 09:34:38 GMT",
"version": "v1"
}
] | 2023-06-09 | [
[
"Rankooh",
"Masood Feyzbakhsh",
""
],
[
"Janhunen",
"Tomi",
""
]
] | We establish a novel relation between delete-free planning, an important task for the AI Planning community also known as relaxed planning, and logic programming. We show that given a planning problem, all subsets of actions that could be ordered to produce relaxed plans for the problem can be bijectively captured with... |
1511.08066 | Andreas Brandstadt | Andreas Brandstadt and Raffaele Mosca | Maximum Weight Independent Sets for ($P_7$,Triangle)-Free Graphs in
Polynomial Time | null | null | null | null | cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The Maximum Weight Independent Set (MWIS) problem on finite undirected graphs
with vertex weights asks for a set of pairwise nonadjacent vertices of maximum
weight sum. MWIS is one of the most investigated and most important algorithmic
graph problems; it is well known to be NP-complete, and it remains NP-complete
ev... | [
{
"created": "Wed, 25 Nov 2015 14:08:30 GMT",
"version": "v1"
},
{
"created": "Fri, 13 May 2016 14:08:14 GMT",
"version": "v2"
},
{
"created": "Thu, 30 Jun 2016 07:42:23 GMT",
"version": "v3"
}
] | 2016-07-01 | [
[
"Brandstadt",
"Andreas",
""
],
[
"Mosca",
"Raffaele",
""
]
] | The Maximum Weight Independent Set (MWIS) problem on finite undirected graphs with vertex weights asks for a set of pairwise nonadjacent vertices of maximum weight sum. MWIS is one of the most investigated and most important algorithmic graph problems; it is well known to be NP-complete, and it remains NP-complete even... |
1601.05539 | Xiang Wang | Xiang Wang, Fang-Wei Fu | Constructions of Snake-in-the-Box Codes under $\ell_{\infty}$-metric for
Rank Modulation | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the rank modulation scheme, Gray codes are very useful in the realization
of flash memories. For a Gray code in this scheme, two adjacent codewords are
obtained by using one "push-to-the-top" operation. Moreover, snake-in-the-box
codes under the $\ell_{\infty}$-metric are Gray codes, which can be capable of
detect... | [
{
"created": "Thu, 21 Jan 2016 08:09:35 GMT",
"version": "v1"
}
] | 2016-01-22 | [
[
"Wang",
"Xiang",
""
],
[
"Fu",
"Fang-Wei",
""
]
] | In the rank modulation scheme, Gray codes are very useful in the realization of flash memories. For a Gray code in this scheme, two adjacent codewords are obtained by using one "push-to-the-top" operation. Moreover, snake-in-the-box codes under the $\ell_{\infty}$-metric are Gray codes, which can be capable of detectin... |
2406.10235 | Hakim El Massari | Sajida Mhammedi, Hakim El Massari, Noreddine Gherabi, Amnai Mohamed | CF Recommender System Based on Ontology and Nonnegative Matrix
Factorization (NMF) | null | Lecture Notes in Networks and Systems, Volume 635 LNNS, Pages 313
- 318, 2023 | 10.1007/978-3-031-26254-8_44 | null | cs.IR | http://creativecommons.org/licenses/by/4.0/ | Recommender systems are a kind of data filtering that guides the user to
interesting and valuable resources within an extensive dataset. by providing
suggestions of products that are expected to match their preferences. However,
due to data overloading, recommender systems struggle to handle large volumes
of data rel... | [
{
"created": "Fri, 31 May 2024 14:50:53 GMT",
"version": "v1"
}
] | 2024-06-18 | [
[
"Mhammedi",
"Sajida",
""
],
[
"Massari",
"Hakim El",
""
],
[
"Gherabi",
"Noreddine",
""
],
[
"Mohamed",
"Amnai",
""
]
] | Recommender systems are a kind of data filtering that guides the user to interesting and valuable resources within an extensive dataset. by providing suggestions of products that are expected to match their preferences. However, due to data overloading, recommender systems struggle to handle large volumes of data relia... |
2305.17214 | Mingxiao Li | Jingyuan Sun, Mingxiao Li, Zijiao Chen, Yunhao Zhang, Shaonan Wang,
Marie-Francine Moens | Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain
Activities | Accepted by NeurIPS2023 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Decoding visual stimuli from neural responses recorded by functional Magnetic
Resonance Imaging (fMRI) presents an intriguing intersection between cognitive
neuroscience and machine learning, promising advancements in understanding
human visual perception and building non-invasive brain-machine interfaces.
However, t... | [
{
"created": "Fri, 26 May 2023 19:16:23 GMT",
"version": "v1"
},
{
"created": "Mon, 30 Oct 2023 08:27:19 GMT",
"version": "v2"
},
{
"created": "Sat, 23 Dec 2023 15:04:33 GMT",
"version": "v3"
},
{
"created": "Wed, 27 Dec 2023 09:39:41 GMT",
"version": "v4"
}
] | 2023-12-29 | [
[
"Sun",
"Jingyuan",
""
],
[
"Li",
"Mingxiao",
""
],
[
"Chen",
"Zijiao",
""
],
[
"Zhang",
"Yunhao",
""
],
[
"Wang",
"Shaonan",
""
],
[
"Moens",
"Marie-Francine",
""
]
] | Decoding visual stimuli from neural responses recorded by functional Magnetic Resonance Imaging (fMRI) presents an intriguing intersection between cognitive neuroscience and machine learning, promising advancements in understanding human visual perception and building non-invasive brain-machine interfaces. However, the... |
2202.12365 | Talia Moore | Karthik Urs and Challen Enninful Adu and Elliott J. Rouse and Talia Y.
Moore | Alternative Metrics to Select Motors for Quasi-Direct Drive Actuators | 14 pages, 4 figures | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | Robotic systems for legged locomotion -- including legged robots,
exoskeletons, and prosthetics -- require actuators with low inertia and high
output torque. Traditionally, motors have been selected for these applications
by maximizing the motor gap radius. We present alternative metrics for motor
selection that are ... | [
{
"created": "Thu, 24 Feb 2022 21:13:00 GMT",
"version": "v1"
}
] | 2022-02-28 | [
[
"Urs",
"Karthik",
""
],
[
"Adu",
"Challen Enninful",
""
],
[
"Rouse",
"Elliott J.",
""
],
[
"Moore",
"Talia Y.",
""
]
] | Robotic systems for legged locomotion -- including legged robots, exoskeletons, and prosthetics -- require actuators with low inertia and high output torque. Traditionally, motors have been selected for these applications by maximizing the motor gap radius. We present alternative metrics for motor selection that are in... |
2012.00614 | Markus Leippold | Thomas Diggelmann and Jordan Boyd-Graber and Jannis Bulian and
Massimiliano Ciaramita and Markus Leippold | CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims | Accepted for the Tackling Climate Change with Machine Learning
Workshop at NeurIPS 2020 | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce CLIMATE-FEVER, a new publicly available dataset for verification
of climate change-related claims. By providing a dataset for the research
community, we aim to facilitate and encourage work on improving algorithms for
retrieving evidential support for climate-specific claims, addressing the
underlying la... | [
{
"created": "Tue, 1 Dec 2020 16:32:54 GMT",
"version": "v1"
},
{
"created": "Sat, 2 Jan 2021 16:07:48 GMT",
"version": "v2"
}
] | 2021-01-05 | [
[
"Diggelmann",
"Thomas",
""
],
[
"Boyd-Graber",
"Jordan",
""
],
[
"Bulian",
"Jannis",
""
],
[
"Ciaramita",
"Massimiliano",
""
],
[
"Leippold",
"Markus",
""
]
] | We introduce CLIMATE-FEVER, a new publicly available dataset for verification of climate change-related claims. By providing a dataset for the research community, we aim to facilitate and encourage work on improving algorithms for retrieving evidential support for climate-specific claims, addressing the underlying lang... |
2305.13774 | Yan Zhao | Jiangyan Yi, Jianhua Tao, Ruibo Fu, Xinrui Yan, Chenglong Wang, Tao
Wang, Chu Yuan Zhang, Xiaohui Zhang, Yan Zhao, Yong Ren, Le Xu, Junzuo Zhou,
Hao Gu, Zhengqi Wen, Shan Liang, Zheng Lian, Shuai Nie, Haizhou Li | ADD 2023: the Second Audio Deepfake Detection Challenge | null | null | null | null | cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Audio deepfake detection is an emerging topic in the artificial intelligence
community. The second Audio Deepfake Detection Challenge (ADD 2023) aims to
spur researchers around the world to build new innovative technologies that can
further accelerate and foster research on detecting and analyzing deepfake
speech utt... | [
{
"created": "Tue, 23 May 2023 07:42:52 GMT",
"version": "v1"
}
] | 2023-05-24 | [
[
"Yi",
"Jiangyan",
""
],
[
"Tao",
"Jianhua",
""
],
[
"Fu",
"Ruibo",
""
],
[
"Yan",
"Xinrui",
""
],
[
"Wang",
"Chenglong",
""
],
[
"Wang",
"Tao",
""
],
[
"Zhang",
"Chu Yuan",
""
],
[
"Zhang",
"Xia... | Audio deepfake detection is an emerging topic in the artificial intelligence community. The second Audio Deepfake Detection Challenge (ADD 2023) aims to spur researchers around the world to build new innovative technologies that can further accelerate and foster research on detecting and analyzing deepfake speech utter... |
1807.03655 | Tamal Dey | Tamal K. Dey | Computing Height Persistence and Homology Generators in $\mathbb{R}^3$
Efficiently | null | SODA 2019 | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently it has been shown that computing the dimension of the first homology
group $H_1(K)$ of a simplicial $2$-complex $K$ embedded linearly in
$\mathbb{R}^4$ is as hard as computing the rank of a sparse $0-1$ matrix. This
puts a major roadblock to computing persistence and a homology basis
(generators) for complex... | [
{
"created": "Tue, 10 Jul 2018 14:02:35 GMT",
"version": "v1"
},
{
"created": "Thu, 14 Mar 2019 18:47:53 GMT",
"version": "v2"
}
] | 2019-03-18 | [
[
"Dey",
"Tamal K.",
""
]
] | Recently it has been shown that computing the dimension of the first homology group $H_1(K)$ of a simplicial $2$-complex $K$ embedded linearly in $\mathbb{R}^4$ is as hard as computing the rank of a sparse $0-1$ matrix. This puts a major roadblock to computing persistence and a homology basis (generators) for complexes... |
2404.08936 | Yang Hu | Yang Hu, Jinxia Zhang, Kaihua Zhang, Yin Yuan | Shifting Spotlight for Co-supervision: A Simple yet Efficient
Single-branch Network to See Through Camouflage | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Efficient and accurate camouflaged object detection (COD) poses a challenge
in the field of computer vision. Recent approaches explored the utility of edge
information for network co-supervision, achieving notable advancements.
However, these approaches introduce an extra branch for complex edge
extraction, complicat... | [
{
"created": "Sat, 13 Apr 2024 09:10:33 GMT",
"version": "v1"
}
] | 2024-04-16 | [
[
"Hu",
"Yang",
""
],
[
"Zhang",
"Jinxia",
""
],
[
"Zhang",
"Kaihua",
""
],
[
"Yuan",
"Yin",
""
]
] | Efficient and accurate camouflaged object detection (COD) poses a challenge in the field of computer vision. Recent approaches explored the utility of edge information for network co-supervision, achieving notable advancements. However, these approaches introduce an extra branch for complex edge extraction, complicate ... |
2012.05825 | Alexandru \c{T}ifrea | Alexandru \c{T}ifrea, Eric Stavarache, Fanny Yang | Semi-supervised novelty detection using ensembles with regularized
disagreement | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks often predict samples with high confidence even when
they come from unseen classes and should instead be flagged for expert
evaluation. Current novelty detection algorithms cannot reliably identify such
near OOD points unless they have access to labeled data that is similar to
these novel samples... | [
{
"created": "Thu, 10 Dec 2020 16:55:13 GMT",
"version": "v1"
},
{
"created": "Mon, 6 Sep 2021 19:03:50 GMT",
"version": "v2"
},
{
"created": "Thu, 10 Mar 2022 21:30:48 GMT",
"version": "v3"
}
] | 2022-03-14 | [
[
"Ţifrea",
"Alexandru",
""
],
[
"Stavarache",
"Eric",
""
],
[
"Yang",
"Fanny",
""
]
] | Deep neural networks often predict samples with high confidence even when they come from unseen classes and should instead be flagged for expert evaluation. Current novelty detection algorithms cannot reliably identify such near OOD points unless they have access to labeled data that is similar to these novel samples. ... |
cs/0003024 | Hans Tompits | James P. Delgrande, Torsten Schaub, Hans Tompits | A Compiler for Ordered Logic Programs | null | null | null | null | cs.AI | null | This paper describes a system, called PLP, for compiling ordered logic
programs into standard logic programs under the answer set semantics. In an
ordered logic program, rules are named by unique terms, and preferences among
rules are given by a set of dedicated atoms. An ordered logic program is
transformed into a s... | [
{
"created": "Wed, 8 Mar 2000 10:15:51 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Delgrande",
"James P.",
""
],
[
"Schaub",
"Torsten",
""
],
[
"Tompits",
"Hans",
""
]
] | This paper describes a system, called PLP, for compiling ordered logic programs into standard logic programs under the answer set semantics. In an ordered logic program, rules are named by unique terms, and preferences among rules are given by a set of dedicated atoms. An ordered logic program is transformed into a sec... |
2009.10256 | EPTCS | Zhun Yang | Extending Answer Set Programs with Neural Networks | In Proceedings ICLP 2020, arXiv:2009.09158 | EPTCS 325, 2020, pp. 313-322 | 10.4204/EPTCS.325.41 | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The integration of low-level perception with high-level reasoning is one of
the oldest problems in Artificial Intelligence. Recently, several proposals
were made to implement the reasoning process in complex neural network
architectures. While these works aim at extending neural networks with the
capability of reason... | [
{
"created": "Tue, 22 Sep 2020 00:52:30 GMT",
"version": "v1"
}
] | 2020-09-23 | [
[
"Yang",
"Zhun",
""
]
] | The integration of low-level perception with high-level reasoning is one of the oldest problems in Artificial Intelligence. Recently, several proposals were made to implement the reasoning process in complex neural network architectures. While these works aim at extending neural networks with the capability of reasonin... |
1102.2787 | Anas Chaaban | Anas Chaaban, Aydin Sezgin, and Salman Avestimehr | On the Sum Capacity of the Y-Channel | 12 pages, 8 figures, submitted to ISIT 2011 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A network where three users communicate with each other via a relay is
considered. Users do not receive other users' signals via a direct link, and
thus the relay is essential for their communication. Each user is assumed to
have an individual message to be delivered to each other user. Thus, each user
wants to send ... | [
{
"created": "Mon, 14 Feb 2011 14:57:18 GMT",
"version": "v1"
}
] | 2011-02-15 | [
[
"Chaaban",
"Anas",
""
],
[
"Sezgin",
"Aydin",
""
],
[
"Avestimehr",
"Salman",
""
]
] | A network where three users communicate with each other via a relay is considered. Users do not receive other users' signals via a direct link, and thus the relay is essential for their communication. Each user is assumed to have an individual message to be delivered to each other user. Thus, each user wants to send tw... |
1909.12977 | Sijie Zhu | Sijie Zhu, Taojiannan Yang, Chen Chen | Visual Explanation for Deep Metric Learning | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | This work explores the visual explanation for deep metric learning and its
applications. As an important problem for learning representation, metric
learning has attracted much attention recently, while the interpretation of
such model is not as well studied as classification. To this end, we propose an
intuitive ide... | [
{
"created": "Fri, 27 Sep 2019 22:30:58 GMT",
"version": "v1"
},
{
"created": "Sat, 11 Jan 2020 04:10:53 GMT",
"version": "v2"
},
{
"created": "Thu, 30 Jul 2020 21:16:50 GMT",
"version": "v3"
},
{
"created": "Sat, 28 Aug 2021 21:11:03 GMT",
"version": "v4"
}
] | 2021-08-31 | [
[
"Zhu",
"Sijie",
""
],
[
"Yang",
"Taojiannan",
""
],
[
"Chen",
"Chen",
""
]
] | This work explores the visual explanation for deep metric learning and its applications. As an important problem for learning representation, metric learning has attracted much attention recently, while the interpretation of such model is not as well studied as classification. To this end, we propose an intuitive idea ... |
1504.04975 | Sudarsan Vasista Srinivasan Ranganathan | Sudarsan V. S. Ranganathan, Dariush Divsalar, and Richard D. Wesel | On the Girth of (3,L) Quasi-Cyclic LDPC Codes based on Complete
Protographs | 6 pages, 2 figures, 5-page version to appear in the Proceedings of
2015 IEEE International Symposium on Information Theory. Update 1 -
05/29/2015 - Minor changes and added a reference | null | 10.1109/ISIT.2015.7282491 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the problem of constructing $(3,L)$ quasi-cyclic low-density
parity-check (LDPC) codes from complete protographs. A complete protograph is a
small bipartite graph with two disjoint vertex sets such that every vertex in
the variable-node set is connected to every vertex in the check-node set by a
unique ed... | [
{
"created": "Mon, 20 Apr 2015 08:58:06 GMT",
"version": "v1"
},
{
"created": "Sat, 30 May 2015 00:32:55 GMT",
"version": "v2"
}
] | 2016-11-17 | [
[
"Ranganathan",
"Sudarsan V. S.",
""
],
[
"Divsalar",
"Dariush",
""
],
[
"Wesel",
"Richard D.",
""
]
] | We consider the problem of constructing $(3,L)$ quasi-cyclic low-density parity-check (LDPC) codes from complete protographs. A complete protograph is a small bipartite graph with two disjoint vertex sets such that every vertex in the variable-node set is connected to every vertex in the check-node set by a unique edge... |
1609.00775 | Abdul Latif Sarker | Md. Abdul Latif Sarker | An Error Covariance Splitting Technique for Multi-User MIMO Interference
Environment | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper investigates an error covariance matrix splitting technique for
multiuser multiple input and multiple output (MIMO) interference downlink
channel. Most of the related work has thus far considered the traditional error
covariance matrix which has not been well-shaped for maximizing the system
capacity. Thus... | [
{
"created": "Sat, 3 Sep 2016 00:28:36 GMT",
"version": "v1"
}
] | 2016-09-06 | [
[
"Sarker",
"Md. Abdul Latif",
""
]
] | This paper investigates an error covariance matrix splitting technique for multiuser multiple input and multiple output (MIMO) interference downlink channel. Most of the related work has thus far considered the traditional error covariance matrix which has not been well-shaped for maximizing the system capacity. Thus, ... |
2405.14654 | Corentin Dancette | Julien Khlaut, Corentin Dancette, Elodie Ferreres, Alaedine Bennani,
Paul H\'erent, Pierre Manceron | Efficient Medical Question Answering with Knowledge-Augmented Question
Generation | Accepted at the Clinical Natural Language Processing Workshop, NAACL
2024 | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | In the expanding field of language model applications, medical knowledge
representation remains a significant challenge due to the specialized nature of
the domain. Large language models, such as GPT-4, obtain reasonable scores on
medical question answering tasks, but smaller models are far behind. In this
work, we i... | [
{
"created": "Thu, 23 May 2024 14:53:52 GMT",
"version": "v1"
}
] | 2024-05-24 | [
[
"Khlaut",
"Julien",
""
],
[
"Dancette",
"Corentin",
""
],
[
"Ferreres",
"Elodie",
""
],
[
"Bennani",
"Alaedine",
""
],
[
"Hérent",
"Paul",
""
],
[
"Manceron",
"Pierre",
""
]
] | In the expanding field of language model applications, medical knowledge representation remains a significant challenge due to the specialized nature of the domain. Large language models, such as GPT-4, obtain reasonable scores on medical question answering tasks, but smaller models are far behind. In this work, we int... |
2203.12187 | Tian Xie | Tian Xie, Xinyi Yang, Angela S. Lin, Feihong Wu, Kazuma Hashimoto, Jin
Qu, Young Mo Kang, Wenpeng Yin, Huan Wang, Semih Yavuz, Gang Wu, Michael
Jones, Richard Socher, Yingbo Zhou, Wenhao Liu, Caiming Xiong | Converse: A Tree-Based Modular Task-Oriented Dialogue System | null | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Creating a system that can have meaningful conversations with humans to help
accomplish tasks is one of the ultimate goals of Artificial Intelligence (AI).
It has defined the meaning of AI since the beginning. A lot has been
accomplished in this area recently, with voice assistant products entering our
daily lives an... | [
{
"created": "Wed, 23 Mar 2022 04:19:05 GMT",
"version": "v1"
},
{
"created": "Wed, 30 Mar 2022 23:48:44 GMT",
"version": "v2"
},
{
"created": "Mon, 9 May 2022 20:38:58 GMT",
"version": "v3"
}
] | 2022-05-11 | [
[
"Xie",
"Tian",
""
],
[
"Yang",
"Xinyi",
""
],
[
"Lin",
"Angela S.",
""
],
[
"Wu",
"Feihong",
""
],
[
"Hashimoto",
"Kazuma",
""
],
[
"Qu",
"Jin",
""
],
[
"Kang",
"Young Mo",
""
],
[
"Yin",
"Wenpe... | Creating a system that can have meaningful conversations with humans to help accomplish tasks is one of the ultimate goals of Artificial Intelligence (AI). It has defined the meaning of AI since the beginning. A lot has been accomplished in this area recently, with voice assistant products entering our daily lives and ... |
2111.07187 | Lei Zou | Lei Zou, Danqing Liao, Nina S.N. Lam, Michelle Meyer, Nasir G.
Gharaibeh, Heng Cai, Bing Zhou, Dongying Li | Social Media for Emergency Rescue: An Analysis of Rescue Requests on
Twitter during Hurricane Harvey | 24 pages, 9 figures, 6 tables | null | null | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Social media plays increasingly significant roles in disaster response, but
effectively leveraging social media for rescue is challenging. This study
analyzed rescue requests on Twitter during the 2017 Hurricane Harvey, in which
many residents resorted to social media to call for help. The objectives
include (1) unde... | [
{
"created": "Sat, 13 Nov 2021 20:32:39 GMT",
"version": "v1"
}
] | 2021-11-16 | [
[
"Zou",
"Lei",
""
],
[
"Liao",
"Danqing",
""
],
[
"Lam",
"Nina S. N.",
""
],
[
"Meyer",
"Michelle",
""
],
[
"Gharaibeh",
"Nasir G.",
""
],
[
"Cai",
"Heng",
""
],
[
"Zhou",
"Bing",
""
],
[
"Li",
"... | Social media plays increasingly significant roles in disaster response, but effectively leveraging social media for rescue is challenging. This study analyzed rescue requests on Twitter during the 2017 Hurricane Harvey, in which many residents resorted to social media to call for help. The objectives include (1) unders... |
1612.08510 | Jian Shi | Jian Shi, Yue Dong, Hao Su, Stella X. Yu | Learning Non-Lambertian Object Intrinsics across ShapeNet Categories | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the non-Lambertian object intrinsic problem of recovering diffuse
albedo, shading, and specular highlights from a single image of an object.
We build a large-scale object intrinsics database based on existing 3D models
in the ShapeNet database. Rendered with realistic environment maps, millions of
synth... | [
{
"created": "Tue, 27 Dec 2016 06:38:43 GMT",
"version": "v1"
}
] | 2016-12-28 | [
[
"Shi",
"Jian",
""
],
[
"Dong",
"Yue",
""
],
[
"Su",
"Hao",
""
],
[
"Yu",
"Stella X.",
""
]
] | We consider the non-Lambertian object intrinsic problem of recovering diffuse albedo, shading, and specular highlights from a single image of an object. We build a large-scale object intrinsics database based on existing 3D models in the ShapeNet database. Rendered with realistic environment maps, millions of synthetic... |
2406.16356 | Rem Hida | Rem Hida, Junki Ohmura, Toshiyuki Sekiya | Evaluation of Instruction-Following Ability for Large Language Models on
Story-Ending Generation | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Instruction-tuned Large Language Models (LLMs) have achieved remarkable
performance across various benchmark tasks. While providing instructions to
LLMs for guiding their generations is user-friendly, assessing their
instruction-following capabilities is still unclarified due to a lack of
evaluation metrics. In this ... | [
{
"created": "Mon, 24 Jun 2024 06:53:36 GMT",
"version": "v1"
}
] | 2024-06-25 | [
[
"Hida",
"Rem",
""
],
[
"Ohmura",
"Junki",
""
],
[
"Sekiya",
"Toshiyuki",
""
]
] | Instruction-tuned Large Language Models (LLMs) have achieved remarkable performance across various benchmark tasks. While providing instructions to LLMs for guiding their generations is user-friendly, assessing their instruction-following capabilities is still unclarified due to a lack of evaluation metrics. In this pa... |
cs/0603072 | Raghuraman Mudumbai | R. Mudumbai, J. Hespanha, U. Madhow, G. Barriac | Distributed Transmit Beamforming using Feedback Control | null | null | null | null | cs.IT math.IT | null | A simple feedback control algorithm is presented for distributed beamforming
in a wireless network. A network of wireless sensors that seek to cooperatively
transmit a common message signal to a Base Station (BS) is considered. In this
case, it is well-known that substantial energy efficiencies are possible by
using ... | [
{
"created": "Sat, 18 Mar 2006 01:59:25 GMT",
"version": "v1"
}
] | 2007-07-16 | [
[
"Mudumbai",
"R.",
""
],
[
"Hespanha",
"J.",
""
],
[
"Madhow",
"U.",
""
],
[
"Barriac",
"G.",
""
]
] | A simple feedback control algorithm is presented for distributed beamforming in a wireless network. A network of wireless sensors that seek to cooperatively transmit a common message signal to a Base Station (BS) is considered. In this case, it is well-known that substantial energy efficiencies are possible by using di... |
1710.06745 | Samuel Burden Ph.D. | Bora S. Banjanin, Samuel A. Burden | Nonsmooth optimal value and policy functions in mechanical systems
subject to unilateral constraints | Submitted to IEEE CSL | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | State-of-the-art approaches to optimal control use smooth approximations of
value and policy functions and gradient-based algorithms for improving
approximator parameters. Unfortunately, we show that value and policy functions
that arise in optimal control of mechanical systems subject to unilateral
constraints -- i.... | [
{
"created": "Wed, 18 Oct 2017 14:21:14 GMT",
"version": "v1"
},
{
"created": "Tue, 27 Aug 2019 20:02:17 GMT",
"version": "v2"
}
] | 2019-08-29 | [
[
"Banjanin",
"Bora S.",
""
],
[
"Burden",
"Samuel A.",
""
]
] | State-of-the-art approaches to optimal control use smooth approximations of value and policy functions and gradient-based algorithms for improving approximator parameters. Unfortunately, we show that value and policy functions that arise in optimal control of mechanical systems subject to unilateral constraints -- i.e.... |
2312.02839 | Mohammad Naseritehrani | Mohammad NaseriTehrani, MohammadJavad Salehi and Antti T\"olli | Low-complexity Linear Multicast Beamforming for Cache-aided MIMO
Communications | null | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by/4.0/ | A practical and scalable multicast beamformer design in multi-input
multi-output~(MIMO) coded caching~(CC) systems is introduced in this paper. The
proposed approach allows multicast transmission to multiple groups with
partially overlapping user sets using receiver dimensions to distinguish
between different group-s... | [
{
"created": "Tue, 5 Dec 2023 15:45:19 GMT",
"version": "v1"
}
] | 2023-12-06 | [
[
"NaseriTehrani",
"Mohammad",
""
],
[
"Salehi",
"MohammadJavad",
""
],
[
"Tölli",
"Antti",
""
]
] | A practical and scalable multicast beamformer design in multi-input multi-output~(MIMO) coded caching~(CC) systems is introduced in this paper. The proposed approach allows multicast transmission to multiple groups with partially overlapping user sets using receiver dimensions to distinguish between different group-spe... |
1712.02085 | Yaolu Qin | Feng Shu, Yaolu Qin, Tingting Liu, Linqing Gui, Yijin Zhang, Jun Li,
and Zhu Han | Low-Complexity and High-Resolution DOA Estimation for Hybrid Analog and
Digital Massive MIMO Receive Array | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A large-scale fully-digital receive antenna array can provide very
high-resolution direction of arrival (DOA) estimation, but resulting in a
significantly high RF-chain circuit cost. Thus, a hybrid analog and digital
(HAD) structure is preferred. Two phase alignment (PA) methods, HAD PA (HADPA)
and hybrid digital and... | [
{
"created": "Wed, 6 Dec 2017 08:50:37 GMT",
"version": "v1"
}
] | 2017-12-07 | [
[
"Shu",
"Feng",
""
],
[
"Qin",
"Yaolu",
""
],
[
"Liu",
"Tingting",
""
],
[
"Gui",
"Linqing",
""
],
[
"Zhang",
"Yijin",
""
],
[
"Li",
"Jun",
""
],
[
"Han",
"Zhu",
""
]
] | A large-scale fully-digital receive antenna array can provide very high-resolution direction of arrival (DOA) estimation, but resulting in a significantly high RF-chain circuit cost. Thus, a hybrid analog and digital (HAD) structure is preferred. Two phase alignment (PA) methods, HAD PA (HADPA) and hybrid digital and a... |
1805.04658 | Hao Peng | Hao Peng, Sam Thomson, and Noah A. Smith | Backpropagating through Structured Argmax using a SPIGOT | ACL 2018 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce the structured projection of intermediate gradients optimization
technique (SPIGOT), a new method for backpropagating through neural networks
that include hard-decision structured predictions (e.g., parsing) in
intermediate layers. SPIGOT requires no marginal inference, unlike structured
attention networ... | [
{
"created": "Sat, 12 May 2018 05:27:45 GMT",
"version": "v1"
}
] | 2018-05-15 | [
[
"Peng",
"Hao",
""
],
[
"Thomson",
"Sam",
""
],
[
"Smith",
"Noah A.",
""
]
] | We introduce the structured projection of intermediate gradients optimization technique (SPIGOT), a new method for backpropagating through neural networks that include hard-decision structured predictions (e.g., parsing) in intermediate layers. SPIGOT requires no marginal inference, unlike structured attention networks... |
2102.08201 | Mohammadi Zaki | Mohammadi Zaki, Avinash Mohan, Aditya Gopalan and Shie Mannor | Improper Reinforcement Learning with Gradient-based Policy Optimization | null | null | null | null | cs.LG cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider an improper reinforcement learning setting where a learner is
given $M$ base controllers for an unknown Markov decision process, and wishes
to combine them optimally to produce a potentially new controller that can
outperform each of the base ones. This can be useful in tuning across
controllers, learnt p... | [
{
"created": "Tue, 16 Feb 2021 14:53:55 GMT",
"version": "v1"
},
{
"created": "Sun, 21 Feb 2021 05:38:08 GMT",
"version": "v2"
},
{
"created": "Sat, 3 Jul 2021 06:11:25 GMT",
"version": "v3"
}
] | 2021-07-06 | [
[
"Zaki",
"Mohammadi",
""
],
[
"Mohan",
"Avinash",
""
],
[
"Gopalan",
"Aditya",
""
],
[
"Mannor",
"Shie",
""
]
] | We consider an improper reinforcement learning setting where a learner is given $M$ base controllers for an unknown Markov decision process, and wishes to combine them optimally to produce a potentially new controller that can outperform each of the base ones. This can be useful in tuning across controllers, learnt pos... |
2012.09372 | Pengju Zhang | Pengju Zhang, Yihong Wu, Jiagang Zhu | Semi-Global Shape-aware Network | 8 pages, 6 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Non-local operations are usually used to capture long-range dependencies via
aggregating global context to each position recently. However, most of the
methods cannot preserve object shapes since they only focus on feature
similarity but ignore proximity between central and other positions for
capturing long-range de... | [
{
"created": "Thu, 17 Dec 2020 02:52:10 GMT",
"version": "v1"
}
] | 2020-12-18 | [
[
"Zhang",
"Pengju",
""
],
[
"Wu",
"Yihong",
""
],
[
"Zhu",
"Jiagang",
""
]
] | Non-local operations are usually used to capture long-range dependencies via aggregating global context to each position recently. However, most of the methods cannot preserve object shapes since they only focus on feature similarity but ignore proximity between central and other positions for capturing long-range depe... |
2306.15470 | Zhe Wang | Zhe Wang, Yansha Deng, and A. Hamid Aghvami | Goal-oriented Semantic Communications for Avatar-centric Augmented
Reality | null | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | Upon the advent of the emerging metaverse and its related applications in
Augmented Reality (AR), the current bit-oriented network struggles to support
real-time changes for the vast amount of associated information, hindering its
development. Thus, a critical revolution in the Sixth Generation (6G) networks
is envis... | [
{
"created": "Tue, 27 Jun 2023 13:41:54 GMT",
"version": "v1"
},
{
"created": "Tue, 4 Jul 2023 13:17:42 GMT",
"version": "v2"
},
{
"created": "Tue, 26 Mar 2024 17:32:47 GMT",
"version": "v3"
},
{
"created": "Mon, 17 Jun 2024 20:57:29 GMT",
"version": "v4"
}
] | 2024-06-19 | [
[
"Wang",
"Zhe",
""
],
[
"Deng",
"Yansha",
""
],
[
"Aghvami",
"A. Hamid",
""
]
] | Upon the advent of the emerging metaverse and its related applications in Augmented Reality (AR), the current bit-oriented network struggles to support real-time changes for the vast amount of associated information, hindering its development. Thus, a critical revolution in the Sixth Generation (6G) networks is envisio... |
2111.07518 | Qi Song | Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li | Time-Frequency Attention for Monaural Speech Enhancement | 5 pages, 4 figures, Accepted and presented at ICASSP 2022 | null | null | null | cs.SD eess.AS | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Most studies on speech enhancement generally don't consider the energy
distribution of speech in time-frequency (T-F) representation, which is
important for accurate prediction of mask or spectra. In this paper, we present
a simple yet effective T-F attention (TFA) module, where a 2-D attention map is
produced to pro... | [
{
"created": "Mon, 15 Nov 2021 03:43:04 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Nov 2021 06:24:34 GMT",
"version": "v2"
},
{
"created": "Wed, 9 Mar 2022 09:02:50 GMT",
"version": "v3"
}
] | 2022-03-10 | [
[
"Zhang",
"Qiquan",
""
],
[
"Song",
"Qi",
""
],
[
"Ni",
"Zhaoheng",
""
],
[
"Nicolson",
"Aaron",
""
],
[
"Li",
"Haizhou",
""
]
] | Most studies on speech enhancement generally don't consider the energy distribution of speech in time-frequency (T-F) representation, which is important for accurate prediction of mask or spectra. In this paper, we present a simple yet effective T-F attention (TFA) module, where a 2-D attention map is produced to provi... |
2209.03356 | Ruikang Luo Mr | Ruikang Luo, Yaofeng Song, Liping Huang, Yicheng Zhang and Rong Su | AST-GIN: Attribute-Augmented Spatial-Temporal Graph Informer Network for
Electric Vehicle Charging Station Availability Forecasting | 10 pages; 17 figures; Under review for IEEE Transaction on Vehicular
Technology | null | null | null | cs.LG cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Electric Vehicle (EV) charging demand and charging station availability
forecasting is one of the challenges in the intelligent transportation system.
With the accurate EV station situation prediction, suitable charging behaviors
could be scheduled in advance to relieve range anxiety. Many existing deep
learning meth... | [
{
"created": "Wed, 7 Sep 2022 13:51:45 GMT",
"version": "v1"
}
] | 2022-09-09 | [
[
"Luo",
"Ruikang",
""
],
[
"Song",
"Yaofeng",
""
],
[
"Huang",
"Liping",
""
],
[
"Zhang",
"Yicheng",
""
],
[
"Su",
"Rong",
""
]
] | Electric Vehicle (EV) charging demand and charging station availability forecasting is one of the challenges in the intelligent transportation system. With the accurate EV station situation prediction, suitable charging behaviors could be scheduled in advance to relieve range anxiety. Many existing deep learning method... |
2004.09630 | Francisco J. Escribano | Francisco J. Escribano, Jos\'e S\'aez-Landete and Alexandre Wagemakers | Optimization of Chaos-based Coded Modulations for Compensation of
Amplifier Nonlinearities | 2 pages, 3 figures | Electronics Letters, vol. 52, no. 22, pp. 1855-1857, 27 10 2016 | 10.1049/el.2016.2864 | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work we expand the possibilities of a known class of chaos-based
coded modulation (CCM) systems to address the problem of high-power amplifier
(HPA) nonlinearity. The hypothesis is that the CCM nonlinear nature can be
exploited to counteract its effects on the system performance, avoiding the
need of a predis... | [
{
"created": "Mon, 20 Apr 2020 20:47:29 GMT",
"version": "v1"
}
] | 2020-04-22 | [
[
"Escribano",
"Francisco J.",
""
],
[
"Sáez-Landete",
"José",
""
],
[
"Wagemakers",
"Alexandre",
""
]
] | In this work we expand the possibilities of a known class of chaos-based coded modulation (CCM) systems to address the problem of high-power amplifier (HPA) nonlinearity. The hypothesis is that the CCM nonlinear nature can be exploited to counteract its effects on the system performance, avoiding the need of a predisto... |
1806.09823 | Ilya Razenshteyn | Alexandr Andoni, Piotr Indyk, Ilya Razenshteyn | Approximate Nearest Neighbor Search in High Dimensions | 27 pages, no figures; to appear in the proceedings of ICM 2018
(accompanying the talk by P. Indyk) | null | null | null | cs.DS cs.CG cs.DB stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The nearest neighbor problem is defined as follows: Given a set $P$ of $n$
points in some metric space $(X,D)$, build a data structure that, given any
point $q$, returns a point in $P$ that is closest to $q$ (its "nearest
neighbor" in $P$). The data structure stores additional information about the
set $P$, which is ... | [
{
"created": "Tue, 26 Jun 2018 07:35:45 GMT",
"version": "v1"
}
] | 2018-06-27 | [
[
"Andoni",
"Alexandr",
""
],
[
"Indyk",
"Piotr",
""
],
[
"Razenshteyn",
"Ilya",
""
]
] | The nearest neighbor problem is defined as follows: Given a set $P$ of $n$ points in some metric space $(X,D)$, build a data structure that, given any point $q$, returns a point in $P$ that is closest to $q$ (its "nearest neighbor" in $P$). The data structure stores additional information about the set $P$, which is th... |
2202.07215 | Byeongjun Park | Byeongjun Park, Jeongsoo Kim, Seungju Cho, Heeseon Kim, Changick Kim | Balancing Domain Experts for Long-Tailed Camera-Trap Recognition | 5 pages, 4 figures | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Label distributions in camera-trap images are highly imbalanced and
long-tailed, resulting in neural networks tending to be biased towards
head-classes that appear frequently. Although long-tail learning has been
extremely explored to address data imbalances, few studies have been conducted
to consider camera-trap ch... | [
{
"created": "Tue, 15 Feb 2022 06:08:13 GMT",
"version": "v1"
},
{
"created": "Wed, 16 Feb 2022 01:41:01 GMT",
"version": "v2"
}
] | 2022-02-17 | [
[
"Park",
"Byeongjun",
""
],
[
"Kim",
"Jeongsoo",
""
],
[
"Cho",
"Seungju",
""
],
[
"Kim",
"Heeseon",
""
],
[
"Kim",
"Changick",
""
]
] | Label distributions in camera-trap images are highly imbalanced and long-tailed, resulting in neural networks tending to be biased towards head-classes that appear frequently. Although long-tail learning has been extremely explored to address data imbalances, few studies have been conducted to consider camera-trap char... |
2307.01570 | Thien Van Luong Dr | Vu-Duc Ngo, Tuan-Cuong Vuong, Thien Van Luong, and Hung Tran | Machine Learning-Based Intrusion Detection: Feature Selection versus
Feature Extraction | null | null | null | null | cs.CR cs.AI | http://creativecommons.org/licenses/by/4.0/ | Internet of things (IoT) has been playing an important role in many sectors,
such as smart cities, smart agriculture, smart healthcare, and smart
manufacturing. However, IoT devices are highly vulnerable to cyber-attacks,
which may result in security breaches and data leakages. To effectively prevent
these attacks, a... | [
{
"created": "Tue, 4 Jul 2023 08:48:01 GMT",
"version": "v1"
}
] | 2023-07-06 | [
[
"Ngo",
"Vu-Duc",
""
],
[
"Vuong",
"Tuan-Cuong",
""
],
[
"Van Luong",
"Thien",
""
],
[
"Tran",
"Hung",
""
]
] | Internet of things (IoT) has been playing an important role in many sectors, such as smart cities, smart agriculture, smart healthcare, and smart manufacturing. However, IoT devices are highly vulnerable to cyber-attacks, which may result in security breaches and data leakages. To effectively prevent these attacks, a v... |
1003.3386 | Hakan Ozadam | Edgar Martinez-Moro, Hakan Ozadam, Ferruh Ozbudak, Steve Szabo | Monomial-like codes | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As a generalization of cyclic codes of length p^s over F_{p^a}, we study
n-dimensional cyclic codes of length p^{s_1} X ... X p^{s_n} over F_{p^a}
generated by a single "monomial". Namely, we study multi-variable cyclic codes
of the form <(x_1 - 1)^{i_1} ... (x_n - 1)^{i_n}> in F_{p^a}[x_1...x_n] / <
x_1^{p^{s_1}}-1,... | [
{
"created": "Wed, 17 Mar 2010 15:03:14 GMT",
"version": "v1"
}
] | 2010-03-18 | [
[
"Martinez-Moro",
"Edgar",
""
],
[
"Ozadam",
"Hakan",
""
],
[
"Ozbudak",
"Ferruh",
""
],
[
"Szabo",
"Steve",
""
]
] | As a generalization of cyclic codes of length p^s over F_{p^a}, we study n-dimensional cyclic codes of length p^{s_1} X ... X p^{s_n} over F_{p^a} generated by a single "monomial". Namely, we study multi-variable cyclic codes of the form <(x_1 - 1)^{i_1} ... (x_n - 1)^{i_n}> in F_{p^a}[x_1...x_n] / < x_1^{p^{s_1}}-1, .... |
2204.12261 | Djordje Jevdjic | Dehui Lin, Yasamin Tabatabaee, Yash Pote, and Djordje Jevdjic | Managing Reliability Skew in DNA Storage | In Proceedings of the International Symposium on Computer
Architecture (ISCA 2022) | null | 10.1145/3470496.3527441 | null | cs.ET cs.AR cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | DNA is emerging as an increasingly attractive medium for data storage due to
a number of important and unique advantages it offers, most notably the
unprecedented durability and density. While the technology is evolving rapidly,
the prohibitive cost of reads and writes, the high frequency and the peculiar
nature of e... | [
{
"created": "Tue, 26 Apr 2022 12:34:46 GMT",
"version": "v1"
},
{
"created": "Fri, 29 Apr 2022 22:09:56 GMT",
"version": "v2"
}
] | 2022-05-03 | [
[
"Lin",
"Dehui",
""
],
[
"Tabatabaee",
"Yasamin",
""
],
[
"Pote",
"Yash",
""
],
[
"Jevdjic",
"Djordje",
""
]
] | DNA is emerging as an increasingly attractive medium for data storage due to a number of important and unique advantages it offers, most notably the unprecedented durability and density. While the technology is evolving rapidly, the prohibitive cost of reads and writes, the high frequency and the peculiar nature of err... |
1509.02995 | Gene Cheung | Wei Dai, Gene Cheung, Ngai-Man Cheung, Antonio Ortega, Oscar C. Au | Merge Frame Design for Video Stream Switching using Piecewise Constant
Functions | null | null | 10.1109/TIP.2016.2571564 | null | cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The ability to efficiently switch from one pre-encoded video stream to
another (e.g., for bitrate adaptation or view switching) is important for many
interactive streaming applications. Recently, stream-switching mechanisms based
on distributed source coding (DSC) have been proposed. In order to reduce the
overall tr... | [
{
"created": "Thu, 10 Sep 2015 03:27:33 GMT",
"version": "v1"
}
] | 2016-06-29 | [
[
"Dai",
"Wei",
""
],
[
"Cheung",
"Gene",
""
],
[
"Cheung",
"Ngai-Man",
""
],
[
"Ortega",
"Antonio",
""
],
[
"Au",
"Oscar C.",
""
]
] | The ability to efficiently switch from one pre-encoded video stream to another (e.g., for bitrate adaptation or view switching) is important for many interactive streaming applications. Recently, stream-switching mechanisms based on distributed source coding (DSC) have been proposed. In order to reduce the overall tran... |
1704.03647 | Sleiman Mhanna Dr. | Sleiman Mhanna, Gregor Verbic and Archie Chapman | A Component-Based Dual Decomposition Method for the OPF Problem | null | null | null | null | cs.DC math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes a component-based dual decomposition of the nonconvex AC
optimal power flow (OPF) problem, where the modified dual function is solved in
a distributed fashion. The main contribution of this work is that is
demonstrates that a distributed method with carefully tuned parameters can
converge to globa... | [
{
"created": "Wed, 12 Apr 2017 07:30:53 GMT",
"version": "v1"
},
{
"created": "Wed, 19 Apr 2017 11:49:25 GMT",
"version": "v2"
},
{
"created": "Wed, 3 May 2017 02:25:00 GMT",
"version": "v3"
},
{
"created": "Sun, 18 Jun 2017 06:08:14 GMT",
"version": "v4"
},
{
"cr... | 2017-08-23 | [
[
"Mhanna",
"Sleiman",
""
],
[
"Verbic",
"Gregor",
""
],
[
"Chapman",
"Archie",
""
]
] | This paper proposes a component-based dual decomposition of the nonconvex AC optimal power flow (OPF) problem, where the modified dual function is solved in a distributed fashion. The main contribution of this work is that is demonstrates that a distributed method with carefully tuned parameters can converge to globall... |
2307.08504 | Chaoya Jiang | Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan,
Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang | BUS:Efficient and Effective Vision-language Pre-training with Bottom-Up
Patch Summarization | Accepted on ICCV2023 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Vision Transformer (ViT) based Vision-Language Pre-training (VLP) models have
demonstrated impressive performance in various tasks. However, the lengthy
visual token sequences fed into ViT can lead to training inefficiency and
ineffectiveness. Existing efforts address the challenge by either bottom-level
patch extrac... | [
{
"created": "Mon, 17 Jul 2023 14:08:17 GMT",
"version": "v1"
},
{
"created": "Sat, 24 Feb 2024 03:54:37 GMT",
"version": "v2"
}
] | 2024-02-27 | [
[
"Jiang",
"Chaoya",
""
],
[
"Xu",
"Haiyang",
""
],
[
"Ye",
"Wei",
""
],
[
"Ye",
"Qinghao",
""
],
[
"Li",
"Chenliang",
""
],
[
"Yan",
"Ming",
""
],
[
"Bi",
"Bin",
""
],
[
"Zhang",
"Shikun",
""... | Vision Transformer (ViT) based Vision-Language Pre-training (VLP) models have demonstrated impressive performance in various tasks. However, the lengthy visual token sequences fed into ViT can lead to training inefficiency and ineffectiveness. Existing efforts address the challenge by either bottom-level patch extracti... |
2101.02691 | Zaiwei Zhang | Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra | Self-Supervised Pretraining of 3D Features on any Point-Cloud | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Pretraining on large labeled datasets is a prerequisite to achieve good
performance in many computer vision tasks like 2D object recognition, video
classification etc. However, pretraining is not widely used for 3D recognition
tasks where state-of-the-art methods train models from scratch. A primary
reason is the lac... | [
{
"created": "Thu, 7 Jan 2021 18:55:21 GMT",
"version": "v1"
}
] | 2021-01-08 | [
[
"Zhang",
"Zaiwei",
""
],
[
"Girdhar",
"Rohit",
""
],
[
"Joulin",
"Armand",
""
],
[
"Misra",
"Ishan",
""
]
] | Pretraining on large labeled datasets is a prerequisite to achieve good performance in many computer vision tasks like 2D object recognition, video classification etc. However, pretraining is not widely used for 3D recognition tasks where state-of-the-art methods train models from scratch. A primary reason is the lack ... |
2210.05404 | Zifan Jiang | Zifan Jiang, Amit Moryossef, Mathias M\"uller, Sarah Ebling | Machine Translation between Spoken Languages and Signed Languages
Represented in SignWriting | Accepted at EACL 2023 (Findings) | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents work on novel machine translation (MT) systems between
spoken and signed languages, where signed languages are represented in
SignWriting, a sign language writing system. Our work seeks to address the lack
of out-of-the-box support for signed languages in current MT systems and is
based on the Sig... | [
{
"created": "Tue, 11 Oct 2022 12:28:06 GMT",
"version": "v1"
},
{
"created": "Thu, 23 Feb 2023 10:08:01 GMT",
"version": "v2"
}
] | 2023-02-24 | [
[
"Jiang",
"Zifan",
""
],
[
"Moryossef",
"Amit",
""
],
[
"Müller",
"Mathias",
""
],
[
"Ebling",
"Sarah",
""
]
] | This paper presents work on novel machine translation (MT) systems between spoken and signed languages, where signed languages are represented in SignWriting, a sign language writing system. Our work seeks to address the lack of out-of-the-box support for signed languages in current MT systems and is based on the SignB... |
2404.01878 | Shahzeb Naeem | Shahzeb Naeem, Ramzi Al-Sharawi, Muhammad Riyyan Khan, Usman Tariq,
Abhinav Dhall and Hasan Al-Nashash | Real, fake and synthetic faces -- does the coin have three sides? | null | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | With the ever-growing power of generative artificial intelligence, deepfake
and artificially generated (synthetic) media have continued to spread online,
which creates various ethical and moral concerns regarding their usage. To
tackle this, we thus present a novel exploration of the trends and patterns
observed in r... | [
{
"created": "Tue, 2 Apr 2024 12:08:26 GMT",
"version": "v1"
}
] | 2024-04-03 | [
[
"Naeem",
"Shahzeb",
""
],
[
"Al-Sharawi",
"Ramzi",
""
],
[
"Khan",
"Muhammad Riyyan",
""
],
[
"Tariq",
"Usman",
""
],
[
"Dhall",
"Abhinav",
""
],
[
"Al-Nashash",
"Hasan",
""
]
] | With the ever-growing power of generative artificial intelligence, deepfake and artificially generated (synthetic) media have continued to spread online, which creates various ethical and moral concerns regarding their usage. To tackle this, we thus present a novel exploration of the trends and patterns observed in rea... |
1604.02253 | Erlend Magnus Viggen | Tor Arne Reinen, Arne Lie, Finn Tore Knudsen | SensIs - Underwater acoustic network for ice-monitoring | 10 pages, 5 figures, 2 tables; part of the Proceedings of the 39th
Scandinavian Symposium on Physical Acoustics (arXiv:1604.01763) | null | null | null | cs.NI physics.ao-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Routing for low latency underwater acoustic network-communication is
investigated. The application is monitoring of ice-threats to offshore
operations in the Arctic - to provide warnings that enable operators to react
to such threats. The scenario produces relatively high traffic load, and the
network should favour l... | [
{
"created": "Fri, 8 Apr 2016 07:25:47 GMT",
"version": "v1"
}
] | 2016-04-11 | [
[
"Reinen",
"Tor Arne",
""
],
[
"Lie",
"Arne",
""
],
[
"Knudsen",
"Finn Tore",
""
]
] | Routing for low latency underwater acoustic network-communication is investigated. The application is monitoring of ice-threats to offshore operations in the Arctic - to provide warnings that enable operators to react to such threats. The scenario produces relatively high traffic load, and the network should favour low... |
2405.06306 | Javier Coronado-Bl\'azquez | Javier Coronado-Bl\'azquez | A NLP Approach to "Review Bombing" in Metacritic PC Videogames User
Ratings | 11 pages, 4 figures. Accepted by Discover Artificial Intelligence but
withdrawn due to APC | null | null | null | cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | Many videogames suffer "review bombing" -a large volume of unusually low
scores that in many cases do not reflect the real quality of the product- when
rated by users. By taking Metacritic's 50,000+ user score aggregations for PC
games in English language, we use a Natural Language Processing (NLP) approach
to try to... | [
{
"created": "Fri, 10 May 2024 08:31:04 GMT",
"version": "v1"
}
] | 2024-05-13 | [
[
"Coronado-Blázquez",
"Javier",
""
]
] | Many videogames suffer "review bombing" -a large volume of unusually low scores that in many cases do not reflect the real quality of the product- when rated by users. By taking Metacritic's 50,000+ user score aggregations for PC games in English language, we use a Natural Language Processing (NLP) approach to try to u... |
2407.19610 | Mohammed Al-Maamari | Mohammed Al-Maamari, Mehdi Ben Amor, Michael Granitzer | Mixture of Modular Experts: Distilling Knowledge from a Multilingual
Teacher into Specialized Modular Language Models | Preprint | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | This research combines Knowledge Distillation (KD) and Mixture of Experts
(MoE) to develop modular, efficient multilingual language models. Key
objectives include evaluating adaptive versus fixed alpha methods in KD and
comparing modular MoE architectures for handling multi-domain inputs and
preventing catastrophic f... | [
{
"created": "Sun, 28 Jul 2024 23:42:09 GMT",
"version": "v1"
}
] | 2024-07-30 | [
[
"Al-Maamari",
"Mohammed",
""
],
[
"Amor",
"Mehdi Ben",
""
],
[
"Granitzer",
"Michael",
""
]
] | This research combines Knowledge Distillation (KD) and Mixture of Experts (MoE) to develop modular, efficient multilingual language models. Key objectives include evaluating adaptive versus fixed alpha methods in KD and comparing modular MoE architectures for handling multi-domain inputs and preventing catastrophic for... |
2008.06254 | Ye Liu | Ye Liu, Junsong Yuan, Chang Wen Chen | ConsNet: Learning Consistency Graph for Zero-Shot Human-Object
Interaction Detection | Accepted to Proceedings of the 28th ACM International Conference on
Multimedia (MM 2020) | null | 10.1145/3394171.3413600 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the problem of Human-Object Interaction (HOI) Detection, which
aims to locate and recognize HOI instances in the form of <human, action,
object> in images. Most existing works treat HOIs as individual interaction
categories, thus can not handle the problem of long-tail distribution and
polysemy of action ... | [
{
"created": "Fri, 14 Aug 2020 09:11:18 GMT",
"version": "v1"
},
{
"created": "Tue, 15 Sep 2020 05:35:03 GMT",
"version": "v2"
},
{
"created": "Wed, 7 Apr 2021 20:38:46 GMT",
"version": "v3"
},
{
"created": "Sun, 27 Mar 2022 07:49:43 GMT",
"version": "v4"
}
] | 2022-03-29 | [
[
"Liu",
"Ye",
""
],
[
"Yuan",
"Junsong",
""
],
[
"Chen",
"Chang Wen",
""
]
] | We consider the problem of Human-Object Interaction (HOI) Detection, which aims to locate and recognize HOI instances in the form of <human, action, object> in images. Most existing works treat HOIs as individual interaction categories, thus can not handle the problem of long-tail distribution and polysemy of action la... |
1804.10795 | Menghan Wang | Menghan Wang, Xiaolin Zheng, Kun Zhang | User-Sensitive Recommendation Ensemble with Clustered Multi-Task
Learning | null | null | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper considers recommendation algorithm ensembles in a user-sensitive
manner. Recently researchers have proposed various effective recommendation
algorithms, which utilized different aspects of the data and different
techniques. However, the "user skewed prediction" problem may exist for almost
all recommendati... | [
{
"created": "Sat, 28 Apr 2018 12:35:27 GMT",
"version": "v1"
}
] | 2018-05-01 | [
[
"Wang",
"Menghan",
""
],
[
"Zheng",
"Xiaolin",
""
],
[
"Zhang",
"Kun",
""
]
] | This paper considers recommendation algorithm ensembles in a user-sensitive manner. Recently researchers have proposed various effective recommendation algorithms, which utilized different aspects of the data and different techniques. However, the "user skewed prediction" problem may exist for almost all recommendation... |
1707.01898 | Shiyu Ji | Shiyu Ji, Kun Wan | Adaptive Modular Exponentiation Methods v.s. Python's Power Function | 4 pages | null | null | null | cs.DS cs.MS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we use Python to implement two efficient modular exponentiation
methods: the adaptive m-ary method and the adaptive sliding-window method of
window size k, where both m's are adaptively chosen based on the length of
exponent. We also conduct the benchmark for both methods. Evaluation results
show that c... | [
{
"created": "Thu, 6 Jul 2017 04:12:25 GMT",
"version": "v1"
}
] | 2017-07-10 | [
[
"Ji",
"Shiyu",
""
],
[
"Wan",
"Kun",
""
]
] | In this paper we use Python to implement two efficient modular exponentiation methods: the adaptive m-ary method and the adaptive sliding-window method of window size k, where both m's are adaptively chosen based on the length of exponent. We also conduct the benchmark for both methods. Evaluation results show that com... |
2209.11083 | Tobias Schr\"ader | Tobias Schr\"ader, Robert Graubohm, Nayel Fabian Salem, and Markus
Maurer | Designing an Automated Vehicle: Strategies for Handling Tasks of a
Previously Required Accompanying Person | null | null | null | null | cs.HC | http://creativecommons.org/licenses/by-nc-nd/4.0/ | When using a conventional passenger car, several groups of people are reliant
on the assistance of an accompanying person, for example when getting in and
out of the car. For the independent use of an automatically driving vehicle by
those groups, the absence of a previously required accompanying person needs to
be c... | [
{
"created": "Thu, 22 Sep 2022 15:15:10 GMT",
"version": "v1"
}
] | 2022-09-23 | [
[
"Schräder",
"Tobias",
""
],
[
"Graubohm",
"Robert",
""
],
[
"Salem",
"Nayel Fabian",
""
],
[
"Maurer",
"Markus",
""
]
] | When using a conventional passenger car, several groups of people are reliant on the assistance of an accompanying person, for example when getting in and out of the car. For the independent use of an automatically driving vehicle by those groups, the absence of a previously required accompanying person needs to be com... |
2112.03553 | Binh Le M. | Binh M. Le and Simon S. Woo | ADD: Frequency Attention and Multi-View based Knowledge Distillation to
Detect Low-Quality Compressed Deepfake Images | null | Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022 | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Despite significant advancements of deep learning-based forgery detectors for
distinguishing manipulated deepfake images, most detection approaches suffer
from moderate to significant performance degradation with low-quality
compressed deepfake images. Because of the limited information in low-quality
images, detecti... | [
{
"created": "Tue, 7 Dec 2021 07:58:28 GMT",
"version": "v1"
}
] | 2021-12-08 | [
[
"Le",
"Binh M.",
""
],
[
"Woo",
"Simon S.",
""
]
] | Despite significant advancements of deep learning-based forgery detectors for distinguishing manipulated deepfake images, most detection approaches suffer from moderate to significant performance degradation with low-quality compressed deepfake images. Because of the limited information in low-quality images, detecting... |
1911.08568 | Michael Diodato | Michael Diodato, Yu Li, Antonia Lovjer, Minsu Yeom, Albert Song,
Yiyang Zeng, Abhay Khosla, Benedikt Schifferer, Manik Goyal, Iddo Drori | Accurate Trajectory Prediction for Autonomous Vehicles | arXiv admin note: text overlap with arXiv:1910.10318,
arXiv:1910.10317 | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Predicting vehicle trajectories, angle and speed is important for safe and
comfortable driving. We demonstrate the best predicted angle, speed, and best
performance overall winning the top three places of the ICCV 2019 Learning to
Drive challenge. Our key contributions are (i) a general neural network system
architec... | [
{
"created": "Mon, 18 Nov 2019 06:38:33 GMT",
"version": "v1"
}
] | 2019-11-21 | [
[
"Diodato",
"Michael",
""
],
[
"Li",
"Yu",
""
],
[
"Lovjer",
"Antonia",
""
],
[
"Yeom",
"Minsu",
""
],
[
"Song",
"Albert",
""
],
[
"Zeng",
"Yiyang",
""
],
[
"Khosla",
"Abhay",
""
],
[
"Schifferer",
... | Predicting vehicle trajectories, angle and speed is important for safe and comfortable driving. We demonstrate the best predicted angle, speed, and best performance overall winning the top three places of the ICCV 2019 Learning to Drive challenge. Our key contributions are (i) a general neural network system architectu... |
1912.10211 | Qiuqiang Kong | Qiuqiang Kong, Yin Cao, Turab Iqbal, Yuxuan Wang, Wenwu Wang, Mark D.
Plumbley | PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern
Recognition | 14 pages | null | null | null | cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Audio pattern recognition is an important research topic in the machine
learning area, and includes several tasks such as audio tagging, acoustic scene
classification, music classification, speech emotion classification and sound
event detection. Recently, neural networks have been applied to tackle audio
pattern rec... | [
{
"created": "Sat, 21 Dec 2019 06:53:14 GMT",
"version": "v1"
},
{
"created": "Sat, 4 Jan 2020 08:37:04 GMT",
"version": "v2"
},
{
"created": "Mon, 13 Jan 2020 06:29:17 GMT",
"version": "v3"
},
{
"created": "Thu, 9 Jul 2020 01:44:14 GMT",
"version": "v4"
},
{
"cre... | 2020-08-25 | [
[
"Kong",
"Qiuqiang",
""
],
[
"Cao",
"Yin",
""
],
[
"Iqbal",
"Turab",
""
],
[
"Wang",
"Yuxuan",
""
],
[
"Wang",
"Wenwu",
""
],
[
"Plumbley",
"Mark D.",
""
]
] | Audio pattern recognition is an important research topic in the machine learning area, and includes several tasks such as audio tagging, acoustic scene classification, music classification, speech emotion classification and sound event detection. Recently, neural networks have been applied to tackle audio pattern recog... |
1712.01877 | Hadi Sarieddeen Mr. | H. Sarieddeen, M. M. Mansour, and A. Chehab | Large MIMO Detection Schemes Based on Channel Puncturing: Performance
and Complexity Analysis | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A family of low-complexity detection schemes based on channel matrix
puncturing targeted for large multiple-input multiple-output (MIMO) systems is
proposed. It is well-known that the computational cost of MIMO detection based
on QR decomposition is directly proportional to the number of non-zero entries
involved in ... | [
{
"created": "Tue, 5 Dec 2017 19:27:17 GMT",
"version": "v1"
}
] | 2017-12-07 | [
[
"Sarieddeen",
"H.",
""
],
[
"Mansour",
"M. M.",
""
],
[
"Chehab",
"A.",
""
]
] | A family of low-complexity detection schemes based on channel matrix puncturing targeted for large multiple-input multiple-output (MIMO) systems is proposed. It is well-known that the computational cost of MIMO detection based on QR decomposition is directly proportional to the number of non-zero entries involved in ba... |
2111.15546 | Byol Kim | Byol Kim and Rina Foygel Barber | Black-box tests for algorithmic stability | 37 pages. Minor edits to match the journal-submitted version | null | null | null | cs.LG math.ST stat.TH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Algorithmic stability is a concept from learning theory that expresses the
degree to which changes to the input data (e.g., removal of a single data
point) may affect the outputs of a regression algorithm. Knowing an algorithm's
stability properties is often useful for many downstream applications -- for
example, sta... | [
{
"created": "Tue, 30 Nov 2021 16:36:58 GMT",
"version": "v1"
},
{
"created": "Wed, 25 May 2022 16:18:07 GMT",
"version": "v2"
},
{
"created": "Thu, 25 Aug 2022 04:39:06 GMT",
"version": "v3"
},
{
"created": "Sat, 10 Sep 2022 17:08:10 GMT",
"version": "v4"
},
{
"c... | 2022-12-23 | [
[
"Kim",
"Byol",
""
],
[
"Barber",
"Rina Foygel",
""
]
] | Algorithmic stability is a concept from learning theory that expresses the degree to which changes to the input data (e.g., removal of a single data point) may affect the outputs of a regression algorithm. Knowing an algorithm's stability properties is often useful for many downstream applications -- for example, stabi... |
2310.05723 | Trevor McInroe | Trevor McInroe, Adam Jelley, Stefano V. Albrecht, Amos Storkey | Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement
Learning | 10 pages, 17 figures, published at RLC 2024 | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | Offline pretraining with a static dataset followed by online fine-tuning
(offline-to-online, or OtO) is a paradigm well matched to a real-world RL
deployment process. In this scenario, we aim to find the best-performing policy
within a limited budget of online interactions. Previous work in the OtO
setting has focuse... | [
{
"created": "Mon, 9 Oct 2023 13:47:05 GMT",
"version": "v1"
},
{
"created": "Wed, 27 Mar 2024 09:48:34 GMT",
"version": "v2"
},
{
"created": "Fri, 21 Jun 2024 13:13:15 GMT",
"version": "v3"
}
] | 2024-06-24 | [
[
"McInroe",
"Trevor",
""
],
[
"Jelley",
"Adam",
""
],
[
"Albrecht",
"Stefano V.",
""
],
[
"Storkey",
"Amos",
""
]
] | Offline pretraining with a static dataset followed by online fine-tuning (offline-to-online, or OtO) is a paradigm well matched to a real-world RL deployment process. In this scenario, we aim to find the best-performing policy within a limited budget of online interactions. Previous work in the OtO setting has focused ... |
1402.2440 | Regina Ammer | Regina Ammer, Matthias Markl, Vera J\"uchter, Carolin K\"orner, Ulrich
R\"ude | Validation Experiments for LBM Simulations of Electron Beam Melting | submitted to "International Journal of Modern Physics C" | null | null | null | cs.CE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper validates 3D simulation results of electron beam melting (EBM)
processes comparing experimental and numerical data. The physical setup is
presented which is discretized by a three dimensional (3D) thermal lattice
Boltzmann method (LBM). An experimental process window is used for the
validation depending on... | [
{
"created": "Tue, 11 Feb 2014 10:59:00 GMT",
"version": "v1"
}
] | 2014-02-12 | [
[
"Ammer",
"Regina",
""
],
[
"Markl",
"Matthias",
""
],
[
"Jüchter",
"Vera",
""
],
[
"Körner",
"Carolin",
""
],
[
"Rüde",
"Ulrich",
""
]
] | This paper validates 3D simulation results of electron beam melting (EBM) processes comparing experimental and numerical data. The physical setup is presented which is discretized by a three dimensional (3D) thermal lattice Boltzmann method (LBM). An experimental process window is used for the validation depending on t... |
1903.00802 | Aviral Kumar | Aviral Kumar, Sunita Sarawagi | Calibration of Encoder Decoder Models for Neural Machine Translation | 12 Pages | null | null | null | cs.LG cs.CL stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the calibration of several state of the art neural machine
translation(NMT) systems built on attention-based encoder-decoder models. For
structured outputs like in NMT, calibration is important not just for reliable
confidence with predictions, but also for proper functioning of beam-search
inference. We sho... | [
{
"created": "Sun, 3 Mar 2019 01:08:47 GMT",
"version": "v1"
}
] | 2019-03-06 | [
[
"Kumar",
"Aviral",
""
],
[
"Sarawagi",
"Sunita",
""
]
] | We study the calibration of several state of the art neural machine translation(NMT) systems built on attention-based encoder-decoder models. For structured outputs like in NMT, calibration is important not just for reliable confidence with predictions, but also for proper functioning of beam-search inference. We show ... |
2010.14864 | Constantinos Daskalakis | Constantinos Daskalakis and Qinxuan Pan | Sample-Optimal and Efficient Learning of Tree Ising models | null | null | null | null | cs.LG cs.DS cs.IT math.IT stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We show that $n$-variable tree-structured Ising models can be learned
computationally-efficiently to within total variation distance $\epsilon$ from
an optimal $O(n \ln n/\epsilon^2)$ samples, where $O(\cdot)$ hides an absolute
constant which, importantly, does not depend on the model being learned -
neither its tree... | [
{
"created": "Wed, 28 Oct 2020 10:17:48 GMT",
"version": "v1"
},
{
"created": "Sun, 29 Nov 2020 22:50:21 GMT",
"version": "v2"
}
] | 2020-12-01 | [
[
"Daskalakis",
"Constantinos",
""
],
[
"Pan",
"Qinxuan",
""
]
] | We show that $n$-variable tree-structured Ising models can be learned computationally-efficiently to within total variation distance $\epsilon$ from an optimal $O(n \ln n/\epsilon^2)$ samples, where $O(\cdot)$ hides an absolute constant which, importantly, does not depend on the model being learned - neither its tree n... |
2105.02282 | Matheo Zihao Wang Dr. | Zihao Wang, Herv\'e Delingette | Attention for Image Registration (AiR): an unsupervised Transformer
approach | null | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Image registration is a crucial task in signal processing, but it often
encounters issues with stability and efficiency. Non-learning registration
approaches rely on optimizing similarity metrics between fixed and moving
images, which can be expensive in terms of time and space complexity. This
problem can be exacerb... | [
{
"created": "Wed, 5 May 2021 18:49:32 GMT",
"version": "v1"
},
{
"created": "Fri, 24 Mar 2023 19:39:50 GMT",
"version": "v2"
}
] | 2023-03-28 | [
[
"Wang",
"Zihao",
""
],
[
"Delingette",
"Hervé",
""
]
] | Image registration is a crucial task in signal processing, but it often encounters issues with stability and efficiency. Non-learning registration approaches rely on optimizing similarity metrics between fixed and moving images, which can be expensive in terms of time and space complexity. This problem can be exacerbat... |
1709.04752 | Igor Sabo | I.I. Sabo, H.R. Lagoda | The wave method of building color palette and its application in
computer graphics | 11 pages, 5 figures | null | null | null | cs.GR | http://creativecommons.org/licenses/by-nc-sa/4.0/ | This article describes a method of getting a harmonious combination of
colors, developed by us on the basis of the relationship of color and acoustic
waves. Presents a parallel between harmoniously matched colors and the concept
of harmony in music theory (consonance). Describes the physical assumption of
the essence... | [
{
"created": "Sun, 10 Sep 2017 11:24:08 GMT",
"version": "v1"
}
] | 2017-09-15 | [
[
"Sabo",
"I. I.",
""
],
[
"Lagoda",
"H. R.",
""
]
] | This article describes a method of getting a harmonious combination of colors, developed by us on the basis of the relationship of color and acoustic waves. Presents a parallel between harmoniously matched colors and the concept of harmony in music theory (consonance). Describes the physical assumption of the essence o... |
2312.09658 | Alexander Shukhman | Leonid Legashev, Alexander Shukhman, Vadim Badikov | Algorithms for automatic intents extraction and utterances
classification for goal-oriented dialogue systems | in Russian language This work has been submitted to the IEEE for
possible publication. Copyright may be transferred without notice, after
which this version may no longer be accessible | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modern machine learning techniques in the natural language processing domain
can be used to automatically generate scripts for goal-oriented dialogue
systems. The current article presents a general framework for studying the
automatic generation of scripts for goal-oriented dialogue systems. A method
for preprocessin... | [
{
"created": "Fri, 15 Dec 2023 10:12:43 GMT",
"version": "v1"
},
{
"created": "Mon, 29 Apr 2024 15:53:27 GMT",
"version": "v2"
}
] | 2024-04-30 | [
[
"Legashev",
"Leonid",
""
],
[
"Shukhman",
"Alexander",
""
],
[
"Badikov",
"Vadim",
""
]
] | Modern machine learning techniques in the natural language processing domain can be used to automatically generate scripts for goal-oriented dialogue systems. The current article presents a general framework for studying the automatic generation of scripts for goal-oriented dialogue systems. A method for preprocessing ... |
2112.04213 | Liran Szlak | Liran Szlak, Ohad Shamir | Convergence Results For Q-Learning With Experience Replay | null | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | A commonly used heuristic in RL is experience replay
(e.g.~\citet{lin1993reinforcement, mnih2015human}), in which a learner stores
and re-uses past trajectories as if they were sampled online. In this work, we
initiate a rigorous study of this heuristic in the setting of tabular
Q-learning. We provide a convergence r... | [
{
"created": "Wed, 8 Dec 2021 10:22:49 GMT",
"version": "v1"
}
] | 2021-12-09 | [
[
"Szlak",
"Liran",
""
],
[
"Shamir",
"Ohad",
""
]
] | A commonly used heuristic in RL is experience replay (e.g.~\citet{lin1993reinforcement, mnih2015human}), in which a learner stores and re-uses past trajectories as if they were sampled online. In this work, we initiate a rigorous study of this heuristic in the setting of tabular Q-learning. We provide a convergence rat... |
2002.12620 | Yiming Cui | Ziqing Yang, Yiming Cui, Zhipeng Chen, Wanxiang Che, Ting Liu, Shijin
Wang, Guoping Hu | TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural
Language Processing | To appear at ACL 2020 Demo Session | null | 10.18653/v1/2020.acl-demos.2 | null | cs.CL cs.LG cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we introduce TextBrewer, an open-source knowledge distillation
toolkit designed for natural language processing. It works with different
neural network models and supports various kinds of supervised learning tasks,
such as text classification, reading comprehension, sequence labeling.
TextBrewer provi... | [
{
"created": "Fri, 28 Feb 2020 09:44:07 GMT",
"version": "v1"
},
{
"created": "Tue, 28 Apr 2020 02:34:38 GMT",
"version": "v2"
}
] | 2020-12-14 | [
[
"Yang",
"Ziqing",
""
],
[
"Cui",
"Yiming",
""
],
[
"Chen",
"Zhipeng",
""
],
[
"Che",
"Wanxiang",
""
],
[
"Liu",
"Ting",
""
],
[
"Wang",
"Shijin",
""
],
[
"Hu",
"Guoping",
""
]
] | In this paper, we introduce TextBrewer, an open-source knowledge distillation toolkit designed for natural language processing. It works with different neural network models and supports various kinds of supervised learning tasks, such as text classification, reading comprehension, sequence labeling. TextBrewer provide... |
1711.00529 | Angus Forbes | Angus G. Forbes, Kristine Lee, Gus Hahn-Powell, Marco A.
Valenzuela-Esc\'arcega, Mihai Surdeanu | Text Annotation Graphs: Annotating Complex Natural Language Phenomena | Accepted to LREC'18,
http://lrec2018.lrec-conf.org/en/conference-programme/accepted-papers/ | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | This paper introduces a new web-based software tool for annotating text, Text
Annotation Graphs, or TAG. It provides functionality for representing complex
relationships between words and word phrases that are not available in other
software tools, including the ability to define and visualize relationships
between t... | [
{
"created": "Wed, 1 Nov 2017 20:24:39 GMT",
"version": "v1"
},
{
"created": "Thu, 1 Mar 2018 18:33:54 GMT",
"version": "v2"
}
] | 2018-03-02 | [
[
"Forbes",
"Angus G.",
""
],
[
"Lee",
"Kristine",
""
],
[
"Hahn-Powell",
"Gus",
""
],
[
"Valenzuela-Escárcega",
"Marco A.",
""
],
[
"Surdeanu",
"Mihai",
""
]
] | This paper introduces a new web-based software tool for annotating text, Text Annotation Graphs, or TAG. It provides functionality for representing complex relationships between words and word phrases that are not available in other software tools, including the ability to define and visualize relationships between the... |
2205.06970 | Peng Xu | Peng Xu, Hu Cheng, Jiankun Wang, Max Q.-H. Meng | Learning to Reorient Objects with Stable Placements Afforded by
Extrinsic Supports | null | null | null | null | cs.RO | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Reorienting objects by using supports is a practical yet challenging
manipulation task. Owing to the intricate geometry of objects and the
constrained feasible motions of the robot, multiple manipulation steps are
required for object reorientation. In this work, we propose a pipeline for
predicting various object pla... | [
{
"created": "Sat, 14 May 2022 05:08:23 GMT",
"version": "v1"
},
{
"created": "Mon, 19 Dec 2022 08:23:12 GMT",
"version": "v2"
},
{
"created": "Mon, 22 May 2023 06:03:11 GMT",
"version": "v3"
},
{
"created": "Tue, 29 Aug 2023 06:16:08 GMT",
"version": "v4"
}
] | 2023-08-30 | [
[
"Xu",
"Peng",
""
],
[
"Cheng",
"Hu",
""
],
[
"Wang",
"Jiankun",
""
],
[
"Meng",
"Max Q. -H.",
""
]
] | Reorienting objects by using supports is a practical yet challenging manipulation task. Owing to the intricate geometry of objects and the constrained feasible motions of the robot, multiple manipulation steps are required for object reorientation. In this work, we propose a pipeline for predicting various object place... |
2210.06138 | Hongxiao Zhang | Hongxiao Zhang, Siyu Lai, Songming Zhang, Hui Huang, Yufeng Chen,
Jinan Xu, Jian Liu | Improved Data Augmentation for Translation Suggestion | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Translation suggestion (TS) models are used to automatically provide
alternative suggestions for incorrect spans in sentences generated by machine
translation. This paper introduces the system used in our submission to the
WMT'22 Translation Suggestion shared task. Our system is based on the ensemble
of different tra... | [
{
"created": "Wed, 12 Oct 2022 12:46:43 GMT",
"version": "v1"
}
] | 2022-10-13 | [
[
"Zhang",
"Hongxiao",
""
],
[
"Lai",
"Siyu",
""
],
[
"Zhang",
"Songming",
""
],
[
"Huang",
"Hui",
""
],
[
"Chen",
"Yufeng",
""
],
[
"Xu",
"Jinan",
""
],
[
"Liu",
"Jian",
""
]
] | Translation suggestion (TS) models are used to automatically provide alternative suggestions for incorrect spans in sentences generated by machine translation. This paper introduces the system used in our submission to the WMT'22 Translation Suggestion shared task. Our system is based on the ensemble of different trans... |
1808.09267 | Kristopher Fair Mr | Kristopher M. Fair, Cameron Zachreson and Mikhail Prokopenko | Creating a surrogate commuter network from Australian Bureau of
Statistics census data | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Between the 2011 and 2016 national censuses, the Australian Bureau of
Statistics changed its anonymity policy compliance system for the distribution
of census data. The new method has resulted in dramatic inconsistencies when
comparing low-resolution data to aggregated high-resolution data. Hence,
aggregated totals d... | [
{
"created": "Mon, 27 Aug 2018 06:02:49 GMT",
"version": "v1"
},
{
"created": "Wed, 20 Mar 2019 04:09:44 GMT",
"version": "v2"
}
] | 2019-03-21 | [
[
"Fair",
"Kristopher M.",
""
],
[
"Zachreson",
"Cameron",
""
],
[
"Prokopenko",
"Mikhail",
""
]
] | Between the 2011 and 2016 national censuses, the Australian Bureau of Statistics changed its anonymity policy compliance system for the distribution of census data. The new method has resulted in dramatic inconsistencies when comparing low-resolution data to aggregated high-resolution data. Hence, aggregated totals do ... |
2308.08640 | Andrea Mazzullo | Alessandro Artale, Andrea Mazzullo | Non-Rigid Designators in Epistemic and Temporal Free Description Logics
(Extended Version) | null | null | null | null | cs.LO | http://creativecommons.org/licenses/by/4.0/ | Definite descriptions, such as 'the smallest planet in the Solar System',
have been recently recognised as semantically transparent devices for object
identification in knowledge representation formalisms. Along with individual
names, they have been introduced also in the context of description logic
languages, enric... | [
{
"created": "Wed, 16 Aug 2023 19:27:47 GMT",
"version": "v1"
}
] | 2023-08-21 | [
[
"Artale",
"Alessandro",
""
],
[
"Mazzullo",
"Andrea",
""
]
] | Definite descriptions, such as 'the smallest planet in the Solar System', have been recently recognised as semantically transparent devices for object identification in knowledge representation formalisms. Along with individual names, they have been introduced also in the context of description logic languages, enrichi... |
2111.00670 | Aobo Yang | Aobo Yang, Nan Wang, Renqin Cai, Hongbo Deng, Hongning Wang | Comparative Explanations of Recommendations | 11 pages, 4 figures | null | 10.1145/3485447.3512031 | null | cs.IR cs.AI cs.CL | http://creativecommons.org/licenses/by/4.0/ | As recommendation is essentially a comparative (or ranking) process, a good
explanation should illustrate to users why an item is believed to be better
than another, i.e., comparative explanations about the recommended items.
Ideally, after reading the explanations, a user should reach the same ranking
of items as th... | [
{
"created": "Mon, 1 Nov 2021 02:55:56 GMT",
"version": "v1"
},
{
"created": "Mon, 14 Feb 2022 04:19:06 GMT",
"version": "v2"
},
{
"created": "Mon, 25 Apr 2022 15:42:58 GMT",
"version": "v3"
}
] | 2022-04-26 | [
[
"Yang",
"Aobo",
""
],
[
"Wang",
"Nan",
""
],
[
"Cai",
"Renqin",
""
],
[
"Deng",
"Hongbo",
""
],
[
"Wang",
"Hongning",
""
]
] | As recommendation is essentially a comparative (or ranking) process, a good explanation should illustrate to users why an item is believed to be better than another, i.e., comparative explanations about the recommended items. Ideally, after reading the explanations, a user should reach the same ranking of items as the ... |
2305.09056 | Jungang Chen | Jungang Chen, Eduardo Gildin and John E. Killough (Texas A&M
University) | Physics-informed Convolutional Recurrent Surrogate Model for Reservoir
Simulation with Well Controls | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents a novel surrogate model for modeling subsurface fluid
flow with well controls using a physics-informed convolutional recurrent neural
network (PICRNN). The model uses a convolutional long-short term memory
(ConvLSTM) to capture the spatiotemporal dependencies of the state evolution
dynamics in the... | [
{
"created": "Mon, 15 May 2023 22:43:18 GMT",
"version": "v1"
}
] | 2023-05-17 | [
[
"Chen",
"Jungang",
"",
"Texas A&M\n University"
],
[
"Gildin",
"Eduardo",
"",
"Texas A&M\n University"
],
[
"Killough",
"John E.",
"",
"Texas A&M\n University"
]
] | This paper presents a novel surrogate model for modeling subsurface fluid flow with well controls using a physics-informed convolutional recurrent neural network (PICRNN). The model uses a convolutional long-short term memory (ConvLSTM) to capture the spatiotemporal dependencies of the state evolution dynamics in the p... |
2402.04599 | Lei Wang | Lei Wang and Jun Liu and Liang Zheng and Tom Gedeon and Piotr Koniusz | Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via
Temporal-Viewpoint Alignment | Accepted by the International Journal of Computer Vision (IJCV). An
extension of our ACCV'22 paper [arXiv:arXiv:2210.16820] which was
distinguished by the Sang Uk Lee Best Student Paper Award | null | null | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Video sequences exhibit significant nuisance variations (undesired effects)
of speed of actions, temporal locations, and subjects' poses, leading to
temporal-viewpoint misalignment when comparing two sets of frames or evaluating
the similarity of two sequences. Thus, we propose Joint tEmporal and cAmera
viewpoiNt alI... | [
{
"created": "Wed, 7 Feb 2024 05:47:31 GMT",
"version": "v1"
},
{
"created": "Mon, 25 Mar 2024 13:30:37 GMT",
"version": "v2"
}
] | 2024-03-26 | [
[
"Wang",
"Lei",
""
],
[
"Liu",
"Jun",
""
],
[
"Zheng",
"Liang",
""
],
[
"Gedeon",
"Tom",
""
],
[
"Koniusz",
"Piotr",
""
]
] | Video sequences exhibit significant nuisance variations (undesired effects) of speed of actions, temporal locations, and subjects' poses, leading to temporal-viewpoint misalignment when comparing two sets of frames or evaluating the similarity of two sequences. Thus, we propose Joint tEmporal and cAmera viewpoiNt alIgn... |
1210.2282 | Miguel Areias | Miguel Areias and Ricardo Rocha | Towards Multi-Threaded Local Tabling Using a Common Table Space | To appear in Theory and Practice of Logic Programming | Theory and Practice of Logic Programming, Volume 12, Special Issue
4-5, 2012, pp 427-443 | 10.1017/S1471068412000117 | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multi-threading is currently supported by several well-known Prolog systems
providing a highly portable solution for applications that can benefit from
concurrency. When multi-threading is combined with tabling, we can exploit the
power of higher procedural control and declarative semantics. However, despite
the avai... | [
{
"created": "Mon, 8 Oct 2012 14:00:07 GMT",
"version": "v1"
},
{
"created": "Tue, 9 Oct 2012 22:12:00 GMT",
"version": "v2"
}
] | 2012-10-11 | [
[
"Areias",
"Miguel",
""
],
[
"Rocha",
"Ricardo",
""
]
] | Multi-threading is currently supported by several well-known Prolog systems providing a highly portable solution for applications that can benefit from concurrency. When multi-threading is combined with tabling, we can exploit the power of higher procedural control and declarative semantics. However, despite the availa... |
1602.01103 | Chenhao Tan | Chenhao Tan, Vlad Niculae, Cristian Danescu-Niculescu-Mizil, Lillian
Lee | Winning Arguments: Interaction Dynamics and Persuasion Strategies in
Good-faith Online Discussions | 12 pages, 10 figures, to appear in Proceedings of WWW 2016, data and
more at https://chenhaot.com/pages/changemyview.html (v2 made a minor
correction on submission rules in ChangeMyView.) | null | 10.1145/2872427.2883081 | null | cs.SI cs.CL physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Changing someone's opinion is arguably one of the most important challenges
of social interaction. The underlying process proves difficult to study: it is
hard to know how someone's opinions are formed and whether and how someone's
views shift. Fortunately, ChangeMyView, an active community on Reddit, provides
a plat... | [
{
"created": "Tue, 2 Feb 2016 21:00:11 GMT",
"version": "v1"
},
{
"created": "Sat, 6 Feb 2016 20:13:55 GMT",
"version": "v2"
}
] | 2016-02-09 | [
[
"Tan",
"Chenhao",
""
],
[
"Niculae",
"Vlad",
""
],
[
"Danescu-Niculescu-Mizil",
"Cristian",
""
],
[
"Lee",
"Lillian",
""
]
] | Changing someone's opinion is arguably one of the most important challenges of social interaction. The underlying process proves difficult to study: it is hard to know how someone's opinions are formed and whether and how someone's views shift. Fortunately, ChangeMyView, an active community on Reddit, provides a platfo... |
2210.14226 | Jaehee Jang | Jaehee Jang, Heonseok Ha, Dahuin Jung, Sungroh Yoon | FedClassAvg: Local Representation Learning for Personalized Federated
Learning on Heterogeneous Neural Networks | Accepted to ICPP 2022. Code: https://github.com/hukla/fedclassavg | null | null | null | cs.LG cs.AI cs.DC | http://creativecommons.org/licenses/by/4.0/ | Personalized federated learning is aimed at allowing numerous clients to
train personalized models while participating in collaborative training in a
communication-efficient manner without exchanging private data. However, many
personalized federated learning algorithms assume that clients have the same
neural networ... | [
{
"created": "Tue, 25 Oct 2022 08:32:08 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Oct 2022 03:19:30 GMT",
"version": "v2"
}
] | 2022-10-28 | [
[
"Jang",
"Jaehee",
""
],
[
"Ha",
"Heonseok",
""
],
[
"Jung",
"Dahuin",
""
],
[
"Yoon",
"Sungroh",
""
]
] | Personalized federated learning is aimed at allowing numerous clients to train personalized models while participating in collaborative training in a communication-efficient manner without exchanging private data. However, many personalized federated learning algorithms assume that clients have the same neural network ... |
2310.04641 | Ali Nikkhah | Ali Nikkhah and Scott Jordan | Towards Equitable Peering: A Proposal for a Fair Peering Fee Between
ISPs and Content Providers | Accepted for Publication in IEEE Transactions on Network and Service
Management | null | 10.1109/TNSM.2023.3338974 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Disagreements over peering fees have risen to the level of potential
government regulation. ISPs assert that content providers should pay them based
on the volume of downstream traffic. Transit providers and content providers
assert that consumers have already paid ISPs to transmit the content they
request and that p... | [
{
"created": "Sat, 7 Oct 2023 01:25:46 GMT",
"version": "v1"
},
{
"created": "Mon, 11 Dec 2023 22:33:31 GMT",
"version": "v2"
}
] | 2023-12-13 | [
[
"Nikkhah",
"Ali",
""
],
[
"Jordan",
"Scott",
""
]
] | Disagreements over peering fees have risen to the level of potential government regulation. ISPs assert that content providers should pay them based on the volume of downstream traffic. Transit providers and content providers assert that consumers have already paid ISPs to transmit the content they request and that pee... |
2305.10987 | Henrique Branquinho | Henrique Branquinho, Nuno Louren\c{c}o, Ernesto Costa | SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking
Neural Networks | null | null | 10.1145/3583133.3596399 | null | cs.NE cs.LG | http://creativecommons.org/licenses/by/4.0/ | Spiking Neural Networks (SNNs) have attracted recent interest due to their
energy efficiency and biological plausibility. However, the performance of SNNs
still lags behind traditional Artificial Neural Networks (ANNs), as there is no
consensus on the best learning algorithm for SNNs. Best-performing SNNs are
based o... | [
{
"created": "Thu, 18 May 2023 14:06:37 GMT",
"version": "v1"
}
] | 2023-05-19 | [
[
"Branquinho",
"Henrique",
""
],
[
"Lourenço",
"Nuno",
""
],
[
"Costa",
"Ernesto",
""
]
] | Spiking Neural Networks (SNNs) have attracted recent interest due to their energy efficiency and biological plausibility. However, the performance of SNNs still lags behind traditional Artificial Neural Networks (ANNs), as there is no consensus on the best learning algorithm for SNNs. Best-performing SNNs are based on ... |
2111.00262 | Phil\'emon Brakel | Philemon Brakel, Steven Bohez, Leonard Hasenclever, Nicolas Heess,
Konstantinos Bousmalis | Learning Coordinated Terrain-Adaptive Locomotion by Imitating a
Centroidal Dynamics Planner | A shorter version without appendix was submitted to ICRA 2022 | null | null | null | cs.RO cs.LG | http://creativecommons.org/licenses/by/4.0/ | Dynamic quadruped locomotion over challenging terrains with precise foot
placements is a hard problem for both optimal control methods and Reinforcement
Learning (RL). Non-linear solvers can produce coordinated constraint satisfying
motions, but often take too long to converge for online application. RL methods
can l... | [
{
"created": "Sat, 30 Oct 2021 14:24:39 GMT",
"version": "v1"
}
] | 2021-11-02 | [
[
"Brakel",
"Philemon",
""
],
[
"Bohez",
"Steven",
""
],
[
"Hasenclever",
"Leonard",
""
],
[
"Heess",
"Nicolas",
""
],
[
"Bousmalis",
"Konstantinos",
""
]
] | Dynamic quadruped locomotion over challenging terrains with precise foot placements is a hard problem for both optimal control methods and Reinforcement Learning (RL). Non-linear solvers can produce coordinated constraint satisfying motions, but often take too long to converge for online application. RL methods can lea... |
2303.15407 | Helmuth Naumer | Helmuth Naumer and Farzad Kamalabadi | Dimensionality Collapse: Optimal Measurement Selection for Low-Error
Infinite-Horizon Forecasting | 33 Pages, 9 Figures, To appear in Proceedings of the 26th
International Conference on Artificial Intelligence and Statistics (AISTATS)
2023 | Proceedings of The 26th International Conference on Artificial
Intelligence and Statistics, PMLR 206:6166-6198, 2023 | null | null | cs.LG cs.SY eess.SP eess.SY math.ST stat.TH | http://creativecommons.org/licenses/by/4.0/ | This work introduces a method to select linear functional measurements of a
vector-valued time series optimized for forecasting distant time-horizons. By
formulating and solving the problem of sequential linear measurement design as
an infinite-horizon problem with the time-averaged trace of the Cram\'{e}r-Rao
lower ... | [
{
"created": "Mon, 27 Mar 2023 17:25:04 GMT",
"version": "v1"
}
] | 2023-04-18 | [
[
"Naumer",
"Helmuth",
""
],
[
"Kamalabadi",
"Farzad",
""
]
] | This work introduces a method to select linear functional measurements of a vector-valued time series optimized for forecasting distant time-horizons. By formulating and solving the problem of sequential linear measurement design as an infinite-horizon problem with the time-averaged trace of the Cram\'{e}r-Rao lower bo... |
1503.06465 | Joao Carreira | Joao Carreira, Sara Vicente, Lourdes Agapito and Jorge Batista | Lifting Object Detection Datasets into 3D | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While data has certainly taken the center stage in computer vision in recent
years, it can still be difficult to obtain in certain scenarios. In particular,
acquiring ground truth 3D shapes of objects pictured in 2D images remains a
challenging feat and this has hampered progress in recognition-based object
reconstru... | [
{
"created": "Sun, 22 Mar 2015 19:26:57 GMT",
"version": "v1"
},
{
"created": "Sun, 31 Jul 2016 09:49:19 GMT",
"version": "v2"
}
] | 2016-08-02 | [
[
"Carreira",
"Joao",
""
],
[
"Vicente",
"Sara",
""
],
[
"Agapito",
"Lourdes",
""
],
[
"Batista",
"Jorge",
""
]
] | While data has certainly taken the center stage in computer vision in recent years, it can still be difficult to obtain in certain scenarios. In particular, acquiring ground truth 3D shapes of objects pictured in 2D images remains a challenging feat and this has hampered progress in recognition-based object reconstruct... |
1801.03065 | Mehmet Deveci | Mehmet Deveci, Christian Trott, Sivasankaran Rajamanickam | Multi-threaded Sparse Matrix-Matrix Multiplication for Many-Core and GPU
Architectures | null | null | null | SAND2018-0186 R | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Sparse Matrix-Matrix multiplication is a key kernel that has applications in
several domains such as scientific computing and graph analysis. Several
algorithms have been studied in the past for this foundational kernel. In this
paper, we develop parallel algorithms for sparse matrix-matrix multiplication
with a focu... | [
{
"created": "Tue, 9 Jan 2018 18:07:40 GMT",
"version": "v1"
}
] | 2018-01-10 | [
[
"Deveci",
"Mehmet",
""
],
[
"Trott",
"Christian",
""
],
[
"Rajamanickam",
"Sivasankaran",
""
]
] | Sparse Matrix-Matrix multiplication is a key kernel that has applications in several domains such as scientific computing and graph analysis. Several algorithms have been studied in the past for this foundational kernel. In this paper, we develop parallel algorithms for sparse matrix-matrix multiplication with a focus ... |
2003.00851 | Seungjun Lee | Seungjun Lee | Deep Learning on Radar Centric 3D Object Detection | 4 pages | null | null | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Even though many existing 3D object detection algorithms rely mostly on
camera and LiDAR, camera and LiDAR are prone to be affected by harsh weather
and lighting conditions. On the other hand, radar is resistant to such
conditions. However, research has found only recently to apply deep neural
networks on radar data.... | [
{
"created": "Thu, 27 Feb 2020 10:16:46 GMT",
"version": "v1"
}
] | 2020-03-03 | [
[
"Lee",
"Seungjun",
""
]
] | Even though many existing 3D object detection algorithms rely mostly on camera and LiDAR, camera and LiDAR are prone to be affected by harsh weather and lighting conditions. On the other hand, radar is resistant to such conditions. However, research has found only recently to apply deep neural networks on radar data. I... |
2204.12785 | Kyungjae Lee | Kyungjae Lee, Wookje Han, Seung-won Hwang, Hwaran Lee, Joonsuk Park,
Sang-Woo Lee | Plug-and-Play Adaptation for Continuously-updated QA | Accepted at Findings of ACL 2022 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Language models (LMs) have shown great potential as implicit knowledge bases
(KBs). And for their practical use, knowledge in LMs need to be updated
periodically. However, existing tasks to assess LMs' efficacy as KBs do not
adequately consider multiple large-scale updates. To this end, we first propose
a novel task-... | [
{
"created": "Wed, 27 Apr 2022 09:11:16 GMT",
"version": "v1"
}
] | 2022-04-28 | [
[
"Lee",
"Kyungjae",
""
],
[
"Han",
"Wookje",
""
],
[
"Hwang",
"Seung-won",
""
],
[
"Lee",
"Hwaran",
""
],
[
"Park",
"Joonsuk",
""
],
[
"Lee",
"Sang-Woo",
""
]
] | Language models (LMs) have shown great potential as implicit knowledge bases (KBs). And for their practical use, knowledge in LMs need to be updated periodically. However, existing tasks to assess LMs' efficacy as KBs do not adequately consider multiple large-scale updates. To this end, we first propose a novel task--C... |
1401.2686 | Kathryn Heal | J\'er\^ome Gilles and Kathryn Heal | A parameterless scale-space approach to find meaningful modes in
histograms - Application to image and spectrum segmentation | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we present an algorithm to automatically detect meaningful
modes in a histogram. The proposed method is based on the behavior of local
minima in a scale-space representation. We show that the detection of such
meaningful modes is equivalent in a two classes clustering problem on the
length of minima sc... | [
{
"created": "Mon, 13 Jan 2014 00:19:34 GMT",
"version": "v1"
}
] | 2014-01-14 | [
[
"Gilles",
"Jérôme",
""
],
[
"Heal",
"Kathryn",
""
]
] | In this paper, we present an algorithm to automatically detect meaningful modes in a histogram. The proposed method is based on the behavior of local minima in a scale-space representation. We show that the detection of such meaningful modes is equivalent in a two classes clustering problem on the length of minima scal... |
0811.0063 | Andrej Dujella | Andrej Dujella | A variant of Wiener's attack on RSA | 9 pages | Computing 85 (2009), 77-83 | 10.1007/s00607-009-0037-8 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Wiener's attack is a well-known polynomial-time attack on a RSA cryptosystem
with small secret decryption exponent d, which works if d<n^{0.25}, where n=pq
is the modulus of the cryptosystem. Namely, in that case, d is the denominator
of some convergent p_m/q_m of the continued fraction expansion of e/n, and
therefor... | [
{
"created": "Sat, 1 Nov 2008 07:08:23 GMT",
"version": "v1"
}
] | 2021-08-30 | [
[
"Dujella",
"Andrej",
""
]
] | Wiener's attack is a well-known polynomial-time attack on a RSA cryptosystem with small secret decryption exponent d, which works if d<n^{0.25}, where n=pq is the modulus of the cryptosystem. Namely, in that case, d is the denominator of some convergent p_m/q_m of the continued fraction expansion of e/n, and therefore ... |
1911.06009 | Hideaki Hayashi D.Eng. | Hideaki Hayashi, Taro Shibanoki, Keisuke Shima, Yuichi Kurita and
Toshio Tsuji | A Recurrent Probabilistic Neural Network with Dimensionality Reduction
Based on Time-series Discriminant Component Analysis | Published in IEEE Transactions on Neural Networks and Learning
Systems | IEEE Transactions on Neural Networks and Learning Systems, Vol.
26, No.12, pp. 3021-3033, 2015 | 10.1109/TNNLS.2015.2400448 | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes a probabilistic neural network developed on the basis of
time-series discriminant component analysis (TSDCA) that can be used to
classify high-dimensional time-series patterns. TSDCA involves the compression
of high-dimensional time series into a lower-dimensional space using a set of
orthogonal t... | [
{
"created": "Thu, 14 Nov 2019 09:48:41 GMT",
"version": "v1"
}
] | 2019-11-15 | [
[
"Hayashi",
"Hideaki",
""
],
[
"Shibanoki",
"Taro",
""
],
[
"Shima",
"Keisuke",
""
],
[
"Kurita",
"Yuichi",
""
],
[
"Tsuji",
"Toshio",
""
]
] | This paper proposes a probabilistic neural network developed on the basis of time-series discriminant component analysis (TSDCA) that can be used to classify high-dimensional time-series patterns. TSDCA involves the compression of high-dimensional time series into a lower-dimensional space using a set of orthogonal tra... |
2012.09916 | Jordan Samhi | Jordan Samhi, Alexandre Bartel, Tegawend\'e F. Bissyand\'e, Jacques
Klein | RAICC: Revealing Atypical Inter-Component Communication in Android Apps | In the proceedings of the 43rd International Conference on Software
Engineering 2021 (ICSE 2021) | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Inter-Component Communication (ICC) is a key mechanism in Android. It enables
developers to compose rich functionalities and explore reuse within and across
apps. Unfortunately, as reported by a large body of literature, ICC is rather
"complex and largely unconstrained", leaving room to a lack of precision in
apps mo... | [
{
"created": "Thu, 17 Dec 2020 20:20:20 GMT",
"version": "v1"
},
{
"created": "Fri, 15 Jan 2021 09:41:05 GMT",
"version": "v2"
}
] | 2021-01-18 | [
[
"Samhi",
"Jordan",
""
],
[
"Bartel",
"Alexandre",
""
],
[
"Bissyandé",
"Tegawendé F.",
""
],
[
"Klein",
"Jacques",
""
]
] | Inter-Component Communication (ICC) is a key mechanism in Android. It enables developers to compose rich functionalities and explore reuse within and across apps. Unfortunately, as reported by a large body of literature, ICC is rather "complex and largely unconstrained", leaving room to a lack of precision in apps mode... |
1609.09743 | Antoine Deleforge | Antoine Deleforge (PANAMA), Florence Forbes (MISTIS) | Rectified binaural ratio: A complex T-distributed feature for robust
sound localization | European Signal Processing Conference, Aug 2016, Budapest, Hungary.
Proceedings of the 24th European Signal Processing Conference (EUSIPCO),
2016, 2016 | null | null | null | cs.SD stat.AP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most existing methods in binaural sound source localization rely on some kind
of aggregation of phase-and level-difference cues in the time-frequency plane.
While different ag-gregation schemes exist, they are often heuristic and suffer
in adverse noise conditions. In this paper, we introduce the rectified binaural
r... | [
{
"created": "Fri, 30 Sep 2016 14:15:46 GMT",
"version": "v1"
}
] | 2016-10-03 | [
[
"Deleforge",
"Antoine",
"",
"PANAMA"
],
[
"Forbes",
"Florence",
"",
"MISTIS"
]
] | Most existing methods in binaural sound source localization rely on some kind of aggregation of phase-and level-difference cues in the time-frequency plane. While different ag-gregation schemes exist, they are often heuristic and suffer in adverse noise conditions. In this paper, we introduce the rectified binaural rat... |
2303.06532 | Qi Zhao | Qi Zhao, Qiqi Duan, Bai Yan, Shi Cheng, Yuhui Shi | Automated Design of Metaheuristic Algorithms: A Survey | null | Transactions on Machine Learning Research, 2024,
https://openreview.net/forum?id=qhtHsvF5zj | null | null | cs.NE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Metaheuristics have gained great success in academia and practice because
their search logic can be applied to any problem with available solution
representation, solution quality evaluation, and certain notions of locality.
Manually designing metaheuristic algorithms for solving a target problem is
criticized for be... | [
{
"created": "Sun, 12 Mar 2023 01:20:49 GMT",
"version": "v1"
},
{
"created": "Mon, 13 Nov 2023 09:39:30 GMT",
"version": "v2"
},
{
"created": "Wed, 21 Feb 2024 08:15:58 GMT",
"version": "v3"
}
] | 2024-02-22 | [
[
"Zhao",
"Qi",
""
],
[
"Duan",
"Qiqi",
""
],
[
"Yan",
"Bai",
""
],
[
"Cheng",
"Shi",
""
],
[
"Shi",
"Yuhui",
""
]
] | Metaheuristics have gained great success in academia and practice because their search logic can be applied to any problem with available solution representation, solution quality evaluation, and certain notions of locality. Manually designing metaheuristic algorithms for solving a target problem is criticized for bein... |
2408.02520 | Pieter Delobelle | Christoph Rauchegger, Sonja Mei Wang, Pieter Delobelle | OneLove beyond the field -- A few-shot pipeline for topic and sentiment
analysis during the FIFA World Cup in Qatar | Accepted at KONVENS 2024 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The FIFA World Cup in Qatar was discussed extensively in the news and on
social media. Due to news reports with allegations of human rights violations,
there were calls to boycott it. Wearing a OneLove armband was part of a planned
protest activity. Controversy around the armband arose when FIFA threatened to
sanctio... | [
{
"created": "Mon, 5 Aug 2024 14:40:40 GMT",
"version": "v1"
}
] | 2024-08-06 | [
[
"Rauchegger",
"Christoph",
""
],
[
"Wang",
"Sonja Mei",
""
],
[
"Delobelle",
"Pieter",
""
]
] | The FIFA World Cup in Qatar was discussed extensively in the news and on social media. Due to news reports with allegations of human rights violations, there were calls to boycott it. Wearing a OneLove armband was part of a planned protest activity. Controversy around the armband arose when FIFA threatened to sanction ... |
1401.7702 | Benjamin Miller | Benjamin A. Miller, Michelle S. Beard, Patrick J. Wolfe, and Nadya T.
Bliss | A Spectral Framework for Anomalous Subgraph Detection | In submission to the IEEE, 16 pages, 8 figures | IEEE Trans. Signal Process. 63 (2015) 4191-4206 | 10.1109/TSP.2015.2437841 | null | cs.SI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A wide variety of application domains are concerned with data consisting of
entities and their relationships or connections, formally represented as
graphs. Within these diverse application areas, a common problem of interest is
the detection of a subset of entities whose connectivity is anomalous with
respect to the... | [
{
"created": "Wed, 29 Jan 2014 23:39:39 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Oct 2014 04:01:00 GMT",
"version": "v2"
}
] | 2016-09-06 | [
[
"Miller",
"Benjamin A.",
""
],
[
"Beard",
"Michelle S.",
""
],
[
"Wolfe",
"Patrick J.",
""
],
[
"Bliss",
"Nadya T.",
""
]
] | A wide variety of application domains are concerned with data consisting of entities and their relationships or connections, formally represented as graphs. Within these diverse application areas, a common problem of interest is the detection of a subset of entities whose connectivity is anomalous with respect to the r... |
1810.11404 | Barbara K\"onig | Paolo Baldan, Barbara K\"onig, Tommaso Padoan, Christina
Mika-Michalski | Fixpoint Games on Continuous Lattices | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many analysis and verifications tasks, such as static program analyses and
model-checking for temporal logics reduce to the solution of systems of
equations over suitable lattices. Inspired by recent work on lattice-theoretic
progress measures, we develop a game-theoretical approach to the solution of
systems of mono... | [
{
"created": "Fri, 26 Oct 2018 16:04:06 GMT",
"version": "v1"
},
{
"created": "Mon, 19 Apr 2021 11:20:25 GMT",
"version": "v2"
}
] | 2021-04-20 | [
[
"Baldan",
"Paolo",
""
],
[
"König",
"Barbara",
""
],
[
"Padoan",
"Tommaso",
""
],
[
"Mika-Michalski",
"Christina",
""
]
] | Many analysis and verifications tasks, such as static program analyses and model-checking for temporal logics reduce to the solution of systems of equations over suitable lattices. Inspired by recent work on lattice-theoretic progress measures, we develop a game-theoretical approach to the solution of systems of monoto... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.