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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2303.11315 | Wenxuan Zhou | Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen | Context-faithful Prompting for Large Language Models | Accepted at EMNLP 2023 Findings. Code and data are released at
https://github.com/wzhouad/context-faithful-llm | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large language models (LLMs) encode parametric knowledge about world facts
and have shown remarkable performance in knowledge-driven NLP tasks. However,
their reliance on parametric knowledge may cause them to overlook contextual
cues, leading to incorrect predictions in context-sensitive NLP tasks (e.g.,
knowledge a... | [
{
"created": "Mon, 20 Mar 2023 17:54:58 GMT",
"version": "v1"
},
{
"created": "Mon, 23 Oct 2023 03:25:13 GMT",
"version": "v2"
}
] | 2023-10-24 | [
[
"Zhou",
"Wenxuan",
""
],
[
"Zhang",
"Sheng",
""
],
[
"Poon",
"Hoifung",
""
],
[
"Chen",
"Muhao",
""
]
] | Large language models (LLMs) encode parametric knowledge about world facts and have shown remarkable performance in knowledge-driven NLP tasks. However, their reliance on parametric knowledge may cause them to overlook contextual cues, leading to incorrect predictions in context-sensitive NLP tasks (e.g., knowledge acq... |
1804.03357 | Yasushi Tanaka | Yasushi Tanaka, Hajimu Iida, Yasuhiro Takemura | A Manga-Driven System Requirements Development PBL Exercise | SEEM2018 | null | 10.1145/3194779.3194788 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We conducted a Project-Based Learning (PBL)-type exercise incorporating
Japanese cartoon (manga) techniques into Requirements Development (RD)
processes. Manga has established techniques, such as those for character
setting and story development, that we thought are also valid for RD processes.
Using this manga-drive... | [
{
"created": "Tue, 10 Apr 2018 06:26:20 GMT",
"version": "v1"
}
] | 2018-04-11 | [
[
"Tanaka",
"Yasushi",
""
],
[
"Iida",
"Hajimu",
""
],
[
"Takemura",
"Yasuhiro",
""
]
] | We conducted a Project-Based Learning (PBL)-type exercise incorporating Japanese cartoon (manga) techniques into Requirements Development (RD) processes. Manga has established techniques, such as those for character setting and story development, that we thought are also valid for RD processes. Using this manga-driven ... |
2408.05452 | Junjie Jiang | Junjie Jiang, Hao Zhuang, Xinjie Huang, Delei Kong, Zheng Fang | EV-MGDispNet: Motion-Guided Event-Based Stereo Disparity Estimation
Network with Left-Right Consistency | null | null | null | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Event cameras have the potential to revolutionize the field of robot vision,
particularly in areas like stereo disparity estimation, owing to their high
temporal resolution and high dynamic range. Many studies use deep learning for
event camera stereo disparity estimation. However, these methods fail to fully
exploit... | [
{
"created": "Sat, 10 Aug 2024 06:13:37 GMT",
"version": "v1"
}
] | 2024-08-13 | [
[
"Jiang",
"Junjie",
""
],
[
"Zhuang",
"Hao",
""
],
[
"Huang",
"Xinjie",
""
],
[
"Kong",
"Delei",
""
],
[
"Fang",
"Zheng",
""
]
] | Event cameras have the potential to revolutionize the field of robot vision, particularly in areas like stereo disparity estimation, owing to their high temporal resolution and high dynamic range. Many studies use deep learning for event camera stereo disparity estimation. However, these methods fail to fully exploit t... |
2404.06357 | Hyewon Jang | Hyewon Jang, Diego Frassinelli | Generalizable Sarcasm Detection Is Just Around The Corner, Of Course! | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | We tested the robustness of sarcasm detection models by examining their
behavior when fine-tuned on four sarcasm datasets containing varying
characteristics of sarcasm: label source (authors vs. third-party), domain
(social media/online vs. offline conversations/dialogues), style (aggressive
vs. humorous mocking). We... | [
{
"created": "Tue, 9 Apr 2024 14:48:32 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Apr 2024 07:48:08 GMT",
"version": "v2"
}
] | 2024-04-11 | [
[
"Jang",
"Hyewon",
""
],
[
"Frassinelli",
"Diego",
""
]
] | We tested the robustness of sarcasm detection models by examining their behavior when fine-tuned on four sarcasm datasets containing varying characteristics of sarcasm: label source (authors vs. third-party), domain (social media/online vs. offline conversations/dialogues), style (aggressive vs. humorous mocking). We t... |
2402.05012 | Amir K. Khandani Dr. | Amir K. Khandani | Information Theoretically Secure Encryption Key Generation over Wireless
Networks by Exploiting Packet Errors | null | null | null | null | cs.IT cs.CR math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This article presents a novel method for establishing an information
theoretically secure encryption key over wireless channels. It exploits the
fact that data transmission over wireless links is accompanied by packet error,
while noise terms, and thereby the error events observed by two separate
receivers are indepe... | [
{
"created": "Wed, 7 Feb 2024 16:32:13 GMT",
"version": "v1"
}
] | 2024-02-08 | [
[
"Khandani",
"Amir K.",
""
]
] | This article presents a novel method for establishing an information theoretically secure encryption key over wireless channels. It exploits the fact that data transmission over wireless links is accompanied by packet error, while noise terms, and thereby the error events observed by two separate receivers are independ... |
2312.10019 | Kwanghee Choi | Kwanghee Choi, Jee-weon Jung, Shinji Watanabe | Understanding Probe Behaviors through Variational Bounds of Mutual
Information | Accepted to ICASSP 2024, implementation available at
https://github.com/juice500ml/information_probing | null | null | null | cs.IT cs.LG eess.AS math.IT | http://creativecommons.org/licenses/by/4.0/ | With the success of self-supervised representations, researchers seek a
better understanding of the information encapsulated within a representation.
Among various interpretability methods, we focus on classification-based linear
probing. We aim to foster a solid understanding and provide guidelines for
linear probin... | [
{
"created": "Fri, 15 Dec 2023 18:38:18 GMT",
"version": "v1"
}
] | 2023-12-18 | [
[
"Choi",
"Kwanghee",
""
],
[
"Jung",
"Jee-weon",
""
],
[
"Watanabe",
"Shinji",
""
]
] | With the success of self-supervised representations, researchers seek a better understanding of the information encapsulated within a representation. Among various interpretability methods, we focus on classification-based linear probing. We aim to foster a solid understanding and provide guidelines for linear probing ... |
0801.0455 | Jorg Liebeherr | Jorg Liebeherr, Markus Fidler, Shahrokh Valaee | A System Theoretic Approach to Bandwidth Estimation | 23 pages | null | null | null | cs.NI cs.PF | null | It is shown that bandwidth estimation in packet networks can be viewed in
terms of min-plus linear system theory. The available bandwidth of a link or
complete path is expressed in terms of a {\em service curve}, which is a
function that appears in the network calculus to express the service available
to a traffic fl... | [
{
"created": "Thu, 3 Jan 2008 00:11:26 GMT",
"version": "v1"
}
] | 2008-01-04 | [
[
"Liebeherr",
"Jorg",
""
],
[
"Fidler",
"Markus",
""
],
[
"Valaee",
"Shahrokh",
""
]
] | It is shown that bandwidth estimation in packet networks can be viewed in terms of min-plus linear system theory. The available bandwidth of a link or complete path is expressed in terms of a {\em service curve}, which is a function that appears in the network calculus to express the service available to a traffic flow... |
2011.05431 | Nikolaos Stylianou | Nikolaos Stylianou, Ioannis Vlahavas | E.T.: Entity-Transformers. Coreference augmented Neural Language Model
for richer mention representations via Entity-Transformer blocks | 10 pages, 4 figures, 5 tables, accepted at CRAC2020 | null | null | null | cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | In the last decade, the field of Neural Language Modelling has witnessed
enormous changes, with the development of novel models through the use of
Transformer architectures. However, even these models struggle to model long
sequences due to memory constraints and increasing computational complexity.
Coreference annot... | [
{
"created": "Tue, 10 Nov 2020 22:28:00 GMT",
"version": "v1"
}
] | 2020-11-12 | [
[
"Stylianou",
"Nikolaos",
""
],
[
"Vlahavas",
"Ioannis",
""
]
] | In the last decade, the field of Neural Language Modelling has witnessed enormous changes, with the development of novel models through the use of Transformer architectures. However, even these models struggle to model long sequences due to memory constraints and increasing computational complexity. Coreference annotat... |
1409.5223 | Ben Ruijl | Ben Ruijl, Aske Plaat, Jos Vermaseren, Jaap van den Herik | Why Local Search Excels in Expression Simplification | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Simplifying expressions is important to make numerical integration of large
expressions from High Energy Physics tractable. To this end, Horner's method
can be used. Finding suitable Horner schemes is assumed to be hard, due to the
lack of local heuristics. Recently, MCTS was reported to be able to find near
optimal ... | [
{
"created": "Thu, 18 Sep 2014 08:21:25 GMT",
"version": "v1"
}
] | 2014-09-19 | [
[
"Ruijl",
"Ben",
""
],
[
"Plaat",
"Aske",
""
],
[
"Vermaseren",
"Jos",
""
],
[
"Herik",
"Jaap van den",
""
]
] | Simplifying expressions is important to make numerical integration of large expressions from High Energy Physics tractable. To this end, Horner's method can be used. Finding suitable Horner schemes is assumed to be hard, due to the lack of local heuristics. Recently, MCTS was reported to be able to find near optimal sc... |
2105.01772 | Stephen Gilbert | Charles Peasley, Rachel Dianiska, Emily Oldham, Nicholas Wilson,
Stephen Gilbert, Peggy Wu, Brett Israelsen, James Oliver | Evaluating Metrics for Standardized Benchmarking of Remote Presence
Systems | null | null | null | null | cs.HC cs.CY | http://creativecommons.org/licenses/by-sa/4.0/ | To reduce the need for business-related air travel and its associated energy
consumption and carbon footprint, the U.S. Department of Energy's ARPA-E is
supporting a research project called SCOTTIE - Systematic Communication
Objectives and Telecommunications Technology Investigations and Evaluations.
SCOTTIE tests vi... | [
{
"created": "Tue, 4 May 2021 21:36:53 GMT",
"version": "v1"
}
] | 2021-05-06 | [
[
"Peasley",
"Charles",
""
],
[
"Dianiska",
"Rachel",
""
],
[
"Oldham",
"Emily",
""
],
[
"Wilson",
"Nicholas",
""
],
[
"Gilbert",
"Stephen",
""
],
[
"Wu",
"Peggy",
""
],
[
"Israelsen",
"Brett",
""
],
[
... | To reduce the need for business-related air travel and its associated energy consumption and carbon footprint, the U.S. Department of Energy's ARPA-E is supporting a research project called SCOTTIE - Systematic Communication Objectives and Telecommunications Technology Investigations and Evaluations. SCOTTIE tests virt... |
2303.04598 | Agi Kurucz | Agi Kurucz, Frank Wolter, Michael Zakharyaschev | Deciding the Existence of Interpolants and Definitions in First-Order
Modal Logic | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | None of the first-order modal logics between $\mathsf{K}$ and $\mathsf{S5}$
under the constant domain semantics enjoys Craig interpolation or projective
Beth definability, even in the language restricted to a single individual
variable. It follows that the existence of a Craig interpolant for a given
implication or o... | [
{
"created": "Wed, 8 Mar 2023 14:10:59 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Jun 2024 12:03:35 GMT",
"version": "v2"
}
] | 2024-06-06 | [
[
"Kurucz",
"Agi",
""
],
[
"Wolter",
"Frank",
""
],
[
"Zakharyaschev",
"Michael",
""
]
] | None of the first-order modal logics between $\mathsf{K}$ and $\mathsf{S5}$ under the constant domain semantics enjoys Craig interpolation or projective Beth definability, even in the language restricted to a single individual variable. It follows that the existence of a Craig interpolant for a given implication or of ... |
2407.17316 | Niklas B\"oing | N. B\"oing, J. Holke, C. Hergl, L. Spataro, G. Gassner, A. Basermann | Lossy Data Compression By Adaptive Mesh Coarsening | null | null | null | null | cs.DC | http://creativecommons.org/licenses/by/4.0/ | Today's scientific simulations, for example in the high-performance exascale
sector, produce huge amounts of data. Due to limited I/O bandwidth and
available storage space, there is the necessity to reduce scientific data of
high performance computing applications. Error-bounded lossy compression has
been proven to b... | [
{
"created": "Wed, 24 Jul 2024 14:39:24 GMT",
"version": "v1"
}
] | 2024-07-25 | [
[
"Böing",
"N.",
""
],
[
"Holke",
"J.",
""
],
[
"Hergl",
"C.",
""
],
[
"Spataro",
"L.",
""
],
[
"Gassner",
"G.",
""
],
[
"Basermann",
"A.",
""
]
] | Today's scientific simulations, for example in the high-performance exascale sector, produce huge amounts of data. Due to limited I/O bandwidth and available storage space, there is the necessity to reduce scientific data of high performance computing applications. Error-bounded lossy compression has been proven to be ... |
2308.10457 | Xinpeng Ling | Xinpeng Ling, Jie Fu, Kuncan Wang, Haitao Liu, Zhili Chen | ALI-DPFL: Differentially Private Federated Learning with Adaptive Local
Iterations | null | null | null | null | cs.LG cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Federated Learning (FL) is a distributed machine learning technique that
allows model training among multiple devices or organizations by sharing
training parameters instead of raw data. However, adversaries can still infer
individual information through inference attacks (e.g. differential attacks) on
these training... | [
{
"created": "Mon, 21 Aug 2023 04:09:59 GMT",
"version": "v1"
},
{
"created": "Thu, 21 Sep 2023 14:59:28 GMT",
"version": "v2"
},
{
"created": "Fri, 22 Sep 2023 07:59:03 GMT",
"version": "v3"
},
{
"created": "Sun, 25 Feb 2024 06:56:16 GMT",
"version": "v4"
},
{
"c... | 2024-05-27 | [
[
"Ling",
"Xinpeng",
""
],
[
"Fu",
"Jie",
""
],
[
"Wang",
"Kuncan",
""
],
[
"Liu",
"Haitao",
""
],
[
"Chen",
"Zhili",
""
]
] | Federated Learning (FL) is a distributed machine learning technique that allows model training among multiple devices or organizations by sharing training parameters instead of raw data. However, adversaries can still infer individual information through inference attacks (e.g. differential attacks) on these training p... |
1707.00338 | Luciana Foss | Leila Ribeiro, Luciana Foss, Simone Andr\'e da Costa Cavalheiro | Entendendo o Pensamento Computacional | 18 pages, in Portuguese | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The goal of this article is to clarify the meaning of Computational Thinking.
We differentiate logical from computational reasoning and discuss the
importance of Computational Thinking in solving problems. The three pillars of
Computational Thinking - Abstraction, Automation and Analysis - are outlined,
highlighting ... | [
{
"created": "Sun, 2 Jul 2017 19:38:55 GMT",
"version": "v1"
}
] | 2017-07-04 | [
[
"Ribeiro",
"Leila",
""
],
[
"Foss",
"Luciana",
""
],
[
"Cavalheiro",
"Simone André da Costa",
""
]
] | The goal of this article is to clarify the meaning of Computational Thinking. We differentiate logical from computational reasoning and discuss the importance of Computational Thinking in solving problems. The three pillars of Computational Thinking - Abstraction, Automation and Analysis - are outlined, highlighting th... |
2101.08032 | Wanguang Yin | Wanguang Yin, Zhengming Ma, Quanying Liu | Riemannian Manifold Optimization for Discriminant Subspace Learning | 13 pages, 4 figures, 6 tables | null | null | null | cs.LG eess.IV eess.SP | http://creativecommons.org/licenses/by-sa/4.0/ | Linear discriminant analysis (LDA) is a widely used algorithm in machine
learning to extract a low-dimensional representation of high-dimensional data,
it features to find the orthogonal discriminant projection subspace by using
the Fisher discriminant criterion. However, the traditional Euclidean-based
methods for s... | [
{
"created": "Wed, 20 Jan 2021 09:13:34 GMT",
"version": "v1"
},
{
"created": "Tue, 26 Jan 2021 07:17:29 GMT",
"version": "v2"
},
{
"created": "Tue, 20 Jul 2021 02:37:14 GMT",
"version": "v3"
}
] | 2021-07-21 | [
[
"Yin",
"Wanguang",
""
],
[
"Ma",
"Zhengming",
""
],
[
"Liu",
"Quanying",
""
]
] | Linear discriminant analysis (LDA) is a widely used algorithm in machine learning to extract a low-dimensional representation of high-dimensional data, it features to find the orthogonal discriminant projection subspace by using the Fisher discriminant criterion. However, the traditional Euclidean-based methods for sol... |
2404.15385 | Alaa Elobaid | Alaa Elobaid, Nathan Ramoly, Lara Younes, Symeon Papadopoulos, Eirini
Ntoutsi and Ioannis Kompatsiaris | Sum of Group Error Differences: A Critical Examination of Bias
Evaluation in Biometric Verification and a Dual-Metric Measure | null | null | null | null | cs.CV cs.AI cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Biometric Verification (BV) systems often exhibit accuracy disparities across
different demographic groups, leading to biases in BV applications. Assessing
and quantifying these biases is essential for ensuring the fairness of BV
systems. However, existing bias evaluation metrics in BV have limitations, such
as focus... | [
{
"created": "Tue, 23 Apr 2024 10:59:44 GMT",
"version": "v1"
}
] | 2024-04-25 | [
[
"Elobaid",
"Alaa",
""
],
[
"Ramoly",
"Nathan",
""
],
[
"Younes",
"Lara",
""
],
[
"Papadopoulos",
"Symeon",
""
],
[
"Ntoutsi",
"Eirini",
""
],
[
"Kompatsiaris",
"Ioannis",
""
]
] | Biometric Verification (BV) systems often exhibit accuracy disparities across different demographic groups, leading to biases in BV applications. Assessing and quantifying these biases is essential for ensuring the fairness of BV systems. However, existing bias evaluation metrics in BV have limitations, such as focusin... |
0912.4087 | Wei Ren | Wei Ren, Qing Zhao, Ananthram Swami | On the Connectivity and Multihop Delay of Ad Hoc Cognitive Radio
Networks | 28 pages, 9 figures | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We analyze the multihop delay of ad hoc cognitive radio networks, where the
transmission delay of each hop consists of the propagation delay and the
waiting time for the availability of the communication channel (i.e., the
occurrence of a spectrum opportunity at this hop). Using theories and
techniques from continuum... | [
{
"created": "Mon, 21 Dec 2009 06:47:42 GMT",
"version": "v1"
}
] | 2009-12-22 | [
[
"Ren",
"Wei",
""
],
[
"Zhao",
"Qing",
""
],
[
"Swami",
"Ananthram",
""
]
] | We analyze the multihop delay of ad hoc cognitive radio networks, where the transmission delay of each hop consists of the propagation delay and the waiting time for the availability of the communication channel (i.e., the occurrence of a spectrum opportunity at this hop). Using theories and techniques from continuum p... |
2310.12403 | Muhammed Fatih Bal{\i}n | Muhammed Fatih Balin, Dominique LaSalle, \"Umit V. \c{C}ataly\"urek | Cooperative Minibatching in Graph Neural Networks | Under submission | null | null | null | cs.LG cs.DC | http://creativecommons.org/licenses/by/4.0/ | Significant computational resources are required to train Graph Neural
Networks (GNNs) at a large scale, and the process is highly data-intensive. One
of the most effective ways to reduce resource requirements is minibatch
training coupled with graph sampling. GNNs have the unique property that items
in a minibatch h... | [
{
"created": "Thu, 19 Oct 2023 01:15:24 GMT",
"version": "v1"
},
{
"created": "Sun, 22 Oct 2023 02:01:01 GMT",
"version": "v2"
}
] | 2023-10-24 | [
[
"Balin",
"Muhammed Fatih",
""
],
[
"LaSalle",
"Dominique",
""
],
[
"Çatalyürek",
"Ümit V.",
""
]
] | Significant computational resources are required to train Graph Neural Networks (GNNs) at a large scale, and the process is highly data-intensive. One of the most effective ways to reduce resource requirements is minibatch training coupled with graph sampling. GNNs have the unique property that items in a minibatch hav... |
2101.02847 | Yunjin Zhang | Yunjin Zhang, Rui Wang, Yifan (Evan) Peng, Wei Hua, Hujun Bao | Color Contrast Enhanced Rendering for Optical See-through Head-mounted
Displays | 13 pages, 22 figures, submitted to TVCG | null | null | null | cs.GR | http://creativecommons.org/licenses/by/4.0/ | Most commercially available optical see-through head-mounted displays
(OST-HMDs) utilize optical combiners to simultaneously visualize the physical
background and virtual objects. The displayed images perceived by users are a
blend of rendered pixels and background colors. Enabling high fidelity color
perception in m... | [
{
"created": "Fri, 8 Jan 2021 04:42:39 GMT",
"version": "v1"
}
] | 2021-01-11 | [
[
"Zhang",
"Yunjin",
"",
"Evan"
],
[
"Wang",
"Rui",
"",
"Evan"
],
[
"Yifan",
"",
"",
"Evan"
],
[
"Peng",
"",
""
],
[
"Hua",
"Wei",
""
],
[
"Bao",
"Hujun",
""
]
] | Most commercially available optical see-through head-mounted displays (OST-HMDs) utilize optical combiners to simultaneously visualize the physical background and virtual objects. The displayed images perceived by users are a blend of rendered pixels and background colors. Enabling high fidelity color perception in mix... |
2106.00329 | Zihao Yan | Zihao Yan, Zimu Yi, Ruizhen Hu, Niloy J. Mitra, Daniel Cohen-Or, Hui
Huang | Consistent Two-Flow Network for Tele-Registration of Point Clouds | Accepted to IEEE TVCG 2021, project page at
https://vcc.tech/research/2021/CTFNet | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Rigid registration of partial observations is a fundamental problem in
various applied fields. In computer graphics, special attention has been given
to the registration between two partial point clouds generated by scanning
devices. State-of-the-art registration techniques still struggle when the
overlap region betw... | [
{
"created": "Tue, 1 Jun 2021 09:03:21 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Jul 2021 09:41:09 GMT",
"version": "v2"
},
{
"created": "Mon, 11 Oct 2021 02:25:04 GMT",
"version": "v3"
}
] | 2021-10-12 | [
[
"Yan",
"Zihao",
""
],
[
"Yi",
"Zimu",
""
],
[
"Hu",
"Ruizhen",
""
],
[
"Mitra",
"Niloy J.",
""
],
[
"Cohen-Or",
"Daniel",
""
],
[
"Huang",
"Hui",
""
]
] | Rigid registration of partial observations is a fundamental problem in various applied fields. In computer graphics, special attention has been given to the registration between two partial point clouds generated by scanning devices. State-of-the-art registration techniques still struggle when the overlap region betwee... |
1804.00101 | Alan Roytman | Mikkel Abrahamsen, Anna Adamaszek, Karl Bringmann, Vincent
Cohen-Addad, Mehran Mehr, Eva Rotenberg, Alan Roytman, Mikkel Thorup | Fast Fencing | null | null | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider very natural "fence enclosure" problems studied by Capoyleas,
Rote, and Woeginger and Arkin, Khuller, and Mitchell in the early 90s. Given a
set $S$ of $n$ points in the plane, we aim at finding a set of closed curves
such that (1) each point is enclosed by a curve and (2) the total length of the
curves i... | [
{
"created": "Sat, 31 Mar 2018 01:17:15 GMT",
"version": "v1"
}
] | 2018-04-03 | [
[
"Abrahamsen",
"Mikkel",
""
],
[
"Adamaszek",
"Anna",
""
],
[
"Bringmann",
"Karl",
""
],
[
"Cohen-Addad",
"Vincent",
""
],
[
"Mehr",
"Mehran",
""
],
[
"Rotenberg",
"Eva",
""
],
[
"Roytman",
"Alan",
""
],
... | We consider very natural "fence enclosure" problems studied by Capoyleas, Rote, and Woeginger and Arkin, Khuller, and Mitchell in the early 90s. Given a set $S$ of $n$ points in the plane, we aim at finding a set of closed curves such that (1) each point is enclosed by a curve and (2) the total length of the curves is ... |
2402.07639 | Nir Weingarten | Nir Weingarten, Zohar Yakhini, Moshe Butman, Ran Gilad-Bachrach | Tighter Bounds on the Information Bottleneck with Application to Deep
Learning | 10 pages, 5 figures, code included in github repo | null | null | null | cs.LG cs.AI cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | Deep Neural Nets (DNNs) learn latent representations induced by their
downstream task, objective function, and other parameters. The quality of the
learned representations impacts the DNN's generalization ability and the
coherence of the emerging latent space. The Information Bottleneck (IB)
provides a hypothetically... | [
{
"created": "Mon, 12 Feb 2024 13:24:32 GMT",
"version": "v1"
}
] | 2024-02-13 | [
[
"Weingarten",
"Nir",
""
],
[
"Yakhini",
"Zohar",
""
],
[
"Butman",
"Moshe",
""
],
[
"Gilad-Bachrach",
"Ran",
""
]
] | Deep Neural Nets (DNNs) learn latent representations induced by their downstream task, objective function, and other parameters. The quality of the learned representations impacts the DNN's generalization ability and the coherence of the emerging latent space. The Information Bottleneck (IB) provides a hypothetically o... |
2205.03464 | Poorna Dasgupta | Poorna Banerjee Dasgupta | Comparative Analysis of Non-Blind Deblurring Methods for Noisy Blurred
Images | 8 pages, Published with International Journal of Computer Trends and
Technology (IJCTT), Volume-70 Issue-3, 2022 | null | 10.14445/22312803/IJCTT-V70I3P101 | null | cs.CV eess.IV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Image blurring refers to the degradation of an image wherein the image's
overall sharpness decreases. Image blurring is caused by several factors.
Additionally, during the image acquisition process, noise may get added to the
image. Such a noisy and blurred image can be represented as the image resulting
from the con... | [
{
"created": "Fri, 6 May 2022 20:07:29 GMT",
"version": "v1"
}
] | 2022-05-10 | [
[
"Dasgupta",
"Poorna Banerjee",
""
]
] | Image blurring refers to the degradation of an image wherein the image's overall sharpness decreases. Image blurring is caused by several factors. Additionally, during the image acquisition process, noise may get added to the image. Such a noisy and blurred image can be represented as the image resulting from the convo... |
1209.3061 | Sliman Arrag | Sliman Arrag, Abdellatif Hamdoun, Abderrahim Tragha and Salah eddine
Khamlich | Design and Implementation A different Architectures of mixcolumn in FPGA | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper details Implementation of the Encryption algorithm AES under VHDL
language In FPGA by using different architecture of mixcolumn. We then review
this research investigates the AES algorithm in FPGA and the Very High Speed
Integrated Circuit Hardware Description language (VHDL). Altera Quartus II
software is... | [
{
"created": "Thu, 13 Sep 2012 23:08:53 GMT",
"version": "v1"
}
] | 2012-09-17 | [
[
"Arrag",
"Sliman",
""
],
[
"Hamdoun",
"Abdellatif",
""
],
[
"Tragha",
"Abderrahim",
""
],
[
"Khamlich",
"Salah eddine",
""
]
] | This paper details Implementation of the Encryption algorithm AES under VHDL language In FPGA by using different architecture of mixcolumn. We then review this research investigates the AES algorithm in FPGA and the Very High Speed Integrated Circuit Hardware Description language (VHDL). Altera Quartus II software is u... |
1706.03311 | Kristin Siu | Kristin Siu, Alexander Zook, Mark O. Riedl | A Framework for Exploring and Evaluating Mechanics in Human Computation
Games | 11 pages, 5 figures | null | null | null | cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Human computation games (HCGs) are a crowdsourcing approach to solving
computationally-intractable tasks using games. In this paper, we describe the
need for generalizable HCG design knowledge that accommodates the needs of both
players and tasks. We propose a formal representation of the mechanics in HCGs,
providing... | [
{
"created": "Sun, 11 Jun 2017 06:16:49 GMT",
"version": "v1"
}
] | 2017-06-13 | [
[
"Siu",
"Kristin",
""
],
[
"Zook",
"Alexander",
""
],
[
"Riedl",
"Mark O.",
""
]
] | Human computation games (HCGs) are a crowdsourcing approach to solving computationally-intractable tasks using games. In this paper, we describe the need for generalizable HCG design knowledge that accommodates the needs of both players and tasks. We propose a formal representation of the mechanics in HCGs, providing a... |
2006.00064 | Scott Schneider | Scott Schneider, Xavier Guerin, Shaohan Hu and Kun-Lung Wu | A Cloud Native Platform for Stateful Streaming | 18 pages, 11 figures, submitted to OSDI 2020 | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present the architecture of a cloud native version of IBM Streams, with
Kubernetes as our target platform. Streams is a general purpose streaming
system with its own platform for managing applications and the compute clusters
that execute those applications. Cloud native Streams replaces that platform
with Kuberne... | [
{
"created": "Fri, 29 May 2020 20:18:43 GMT",
"version": "v1"
}
] | 2020-06-02 | [
[
"Schneider",
"Scott",
""
],
[
"Guerin",
"Xavier",
""
],
[
"Hu",
"Shaohan",
""
],
[
"Wu",
"Kun-Lung",
""
]
] | We present the architecture of a cloud native version of IBM Streams, with Kubernetes as our target platform. Streams is a general purpose streaming system with its own platform for managing applications and the compute clusters that execute those applications. Cloud native Streams replaces that platform with Kubernete... |
2012.05359 | Jaydeep Rade | Jaydeep Rade, Aditya Balu, Ethan Herron, Jay Pathak, Rishikesh Ranade,
Soumik Sarkar, Adarsh Krishnamurthy | Algorithmically-Consistent Deep Learning Frameworks for Structural
Topology Optimization | 29 pages, 28 figures, 9 tables | Engineering Applications of Artificial Intelligence, 2021, Volume
106,104483 | 10.1016/j.engappai.2021.104483 | null | cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Topology optimization has emerged as a popular approach to refine a
component's design and increase its performance. However, current
state-of-the-art topology optimization frameworks are compute-intensive, mainly
due to multiple finite element analysis iterations required to evaluate the
component's performance duri... | [
{
"created": "Wed, 9 Dec 2020 23:05:55 GMT",
"version": "v1"
},
{
"created": "Wed, 26 Oct 2022 03:50:31 GMT",
"version": "v2"
}
] | 2022-10-27 | [
[
"Rade",
"Jaydeep",
""
],
[
"Balu",
"Aditya",
""
],
[
"Herron",
"Ethan",
""
],
[
"Pathak",
"Jay",
""
],
[
"Ranade",
"Rishikesh",
""
],
[
"Sarkar",
"Soumik",
""
],
[
"Krishnamurthy",
"Adarsh",
""
]
] | Topology optimization has emerged as a popular approach to refine a component's design and increase its performance. However, current state-of-the-art topology optimization frameworks are compute-intensive, mainly due to multiple finite element analysis iterations required to evaluate the component's performance during... |
1509.05589 | Lorenzo Saino | Ioannis Psaras, Konstantinos V. Katsaros, Lorenzo Saino and George
Pavlou | LIRA: A Location Independent Routing Layer based on Source-Provided
Ephemeral Names | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We identify the obstacles hindering the deployment of Information Centric
Networking (ICN) and the shift from the current IP architecture. In particular,
we argue that scalability of name resolution and the lack of control of content
access from content providers are two important barriers that keep ICN away
from dep... | [
{
"created": "Fri, 18 Sep 2015 11:12:58 GMT",
"version": "v1"
}
] | 2015-09-21 | [
[
"Psaras",
"Ioannis",
""
],
[
"Katsaros",
"Konstantinos V.",
""
],
[
"Saino",
"Lorenzo",
""
],
[
"Pavlou",
"George",
""
]
] | We identify the obstacles hindering the deployment of Information Centric Networking (ICN) and the shift from the current IP architecture. In particular, we argue that scalability of name resolution and the lack of control of content access from content providers are two important barriers that keep ICN away from deplo... |
1808.08665 | Mehdi Ganji | Mehdi Ganji and Hamid Jafarkhani | Novel Time Asynchronous NOMA schemes for Downlink Transmissions | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work, we investigate the effect of time asynchrony in non-orthogonal
multiple access (NOMA) schemes for downlink transmissions. First, we analyze
the benefit of adding intentional timing offsets to the conventional power
domain-NOMA (P-NOMA). This method which is called Asynchronous-Power
Domain-NOMA (AP-NOMA... | [
{
"created": "Mon, 27 Aug 2018 02:12:03 GMT",
"version": "v1"
}
] | 2018-08-28 | [
[
"Ganji",
"Mehdi",
""
],
[
"Jafarkhani",
"Hamid",
""
]
] | In this work, we investigate the effect of time asynchrony in non-orthogonal multiple access (NOMA) schemes for downlink transmissions. First, we analyze the benefit of adding intentional timing offsets to the conventional power domain-NOMA (P-NOMA). This method which is called Asynchronous-Power Domain-NOMA (AP-NOMA) ... |
1911.05921 | Van-Dang Tran | Van-Dang Tran, Hiroyuki Kato, Zhenjiang Hu | Programmable View Update Strategies on Relations | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | View update is an important mechanism that allows updates on a view by
translating them into the corresponding updates on the base relations. The
existing literature has shown the ambiguity of translating view updates. To
address this ambiguity, we propose a robust language-based approach for making
view update strat... | [
{
"created": "Thu, 14 Nov 2019 03:40:32 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Jan 2020 04:08:05 GMT",
"version": "v2"
},
{
"created": "Mon, 31 Aug 2020 16:07:10 GMT",
"version": "v3"
}
] | 2020-09-01 | [
[
"Tran",
"Van-Dang",
""
],
[
"Kato",
"Hiroyuki",
""
],
[
"Hu",
"Zhenjiang",
""
]
] | View update is an important mechanism that allows updates on a view by translating them into the corresponding updates on the base relations. The existing literature has shown the ambiguity of translating view updates. To address this ambiguity, we propose a robust language-based approach for making view update strateg... |
2206.12795 | Lloyd Allison | Lloyd Allison | Applications of Recursively Defined Data Structures | The paper originally appeared in the Australian Computer Journal
(ISSN 0004-8917). The journal was published by the Australian Computer
Society from 1967 to 1999 | Australian Computer Journal, 25(1):14-20,February 1993 | null | null | cs.DS cs.PL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | A circular program contains a data structure whose definition is
self-referential or recursive. The use of such a definition allows efficient
functional programs to be written and can avoid repeated evaluations and the
creation of intermediate data structures that would have to be garbage
collected. This paper uses c... | [
{
"created": "Sun, 26 Jun 2022 06:02:06 GMT",
"version": "v1"
}
] | 2022-06-28 | [
[
"Allison",
"Lloyd",
""
]
] | A circular program contains a data structure whose definition is self-referential or recursive. The use of such a definition allows efficient functional programs to be written and can avoid repeated evaluations and the creation of intermediate data structures that would have to be garbage collected. This paper uses cir... |
2309.07974 | Jack Lanchantin | Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve, Yuxuan Sun,
Kavya Srinet, Arthur Szlam | A Data Source for Reasoning Embodied Agents | null | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Recent progress in using machine learning models for reasoning tasks has been
driven by novel model architectures, large-scale pre-training protocols, and
dedicated reasoning datasets for fine-tuning. In this work, to further pursue
these advances, we introduce a new data generator for machine reasoning that
integrat... | [
{
"created": "Thu, 14 Sep 2023 18:17:16 GMT",
"version": "v1"
}
] | 2023-09-18 | [
[
"Lanchantin",
"Jack",
""
],
[
"Sukhbaatar",
"Sainbayar",
""
],
[
"Synnaeve",
"Gabriel",
""
],
[
"Sun",
"Yuxuan",
""
],
[
"Srinet",
"Kavya",
""
],
[
"Szlam",
"Arthur",
""
]
] | Recent progress in using machine learning models for reasoning tasks has been driven by novel model architectures, large-scale pre-training protocols, and dedicated reasoning datasets for fine-tuning. In this work, to further pursue these advances, we introduce a new data generator for machine reasoning that integrates... |
2308.13074 | Srivathsan Gnanasekaran Morkonda | Srivathsan G. Morkonda, Sonia Chiasson, Paul C. van Oorschot | Influences of Displaying Permission-related Information on Web Single
Sign-On Login Decisions | null | null | null | null | cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Web users are increasingly presented with multiple login options, including
password-based login and common web single sign-on (SSO) login options such as
"Login with Google" and "Login with Facebook". There has been little focus in
previous studies on how users choose from a list of login options and how to
better i... | [
{
"created": "Thu, 24 Aug 2023 20:35:09 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Dec 2023 18:30:36 GMT",
"version": "v2"
}
] | 2023-12-29 | [
[
"Morkonda",
"Srivathsan G.",
""
],
[
"Chiasson",
"Sonia",
""
],
[
"van Oorschot",
"Paul C.",
""
]
] | Web users are increasingly presented with multiple login options, including password-based login and common web single sign-on (SSO) login options such as "Login with Google" and "Login with Facebook". There has been little focus in previous studies on how users choose from a list of login options and how to better inf... |
1304.1128 | Robert Fung | Robert Fung, S. L. Crawford, Lee A. Appelbaum, Richard M. Tong | An Architecture for Probabilistic Concept-Based Information Retrieval | Appears in Proceedings of the Sixth Conference on Uncertainty in
Artificial Intelligence (UAI1990) | null | null | UAI-P-1990-PG-392-404 | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While concept-based methods for information retrieval can provide improved
performance over more conventional techniques, they require large amounts of
effort to acquire the concepts and their qualitative and quantitative
relationships. This paper discusses an architecture for probabilistic
concept-based information ... | [
{
"created": "Wed, 27 Mar 2013 13:58:58 GMT",
"version": "v1"
}
] | 2013-04-05 | [
[
"Fung",
"Robert",
""
],
[
"Crawford",
"S. L.",
""
],
[
"Appelbaum",
"Lee A.",
""
],
[
"Tong",
"Richard M.",
""
]
] | While concept-based methods for information retrieval can provide improved performance over more conventional techniques, they require large amounts of effort to acquire the concepts and their qualitative and quantitative relationships. This paper discusses an architecture for probabilistic concept-based information re... |
2306.12310 | Pranauv Aj | Niketha Sabesan, Nivethitha, J.N Shreyah, Pranauv A J, Shyam R | Medical ministrations through web scraping | null | null | null | null | cs.CL | http://creativecommons.org/publicdomain/zero/1.0/ | Web scraping is a technique that allows us to extract data from websites
automatically. in the field of medicine, web scraping can be used to collect
information about medical procedures, treatments, and healthcare providers.
this information can be used to improve patient care, monitor the quality of
healthcare serv... | [
{
"created": "Wed, 21 Jun 2023 14:43:25 GMT",
"version": "v1"
}
] | 2023-06-22 | [
[
"Sabesan",
"Niketha",
""
],
[
"Nivethitha",
"",
""
],
[
"Shreyah",
"J. N",
""
],
[
"J",
"Pranauv A",
""
],
[
"R",
"Shyam",
""
]
] | Web scraping is a technique that allows us to extract data from websites automatically. in the field of medicine, web scraping can be used to collect information about medical procedures, treatments, and healthcare providers. this information can be used to improve patient care, monitor the quality of healthcare servic... |
2312.12908 | Pau Torras | Pau Torras and Sanket Biswas and Alicia Forn\'es | The Common Optical Music Recognition Evaluation Framework | 18 pages, 4 figures, 3 tables, submitted (under review) for the
International Journal in Document Analysis and Recognition | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | The quality of Optical Music Recognition (OMR) systems is a rather difficult
magnitude to measure. There is no lingua franca shared among OMR datasets that
allows to compare systems' performance on equal grounds, since most of them are
specialised on certain approaches. As a result, most state-of-the-art works
curren... | [
{
"created": "Wed, 20 Dec 2023 10:45:22 GMT",
"version": "v1"
}
] | 2023-12-21 | [
[
"Torras",
"Pau",
""
],
[
"Biswas",
"Sanket",
""
],
[
"Fornés",
"Alicia",
""
]
] | The quality of Optical Music Recognition (OMR) systems is a rather difficult magnitude to measure. There is no lingua franca shared among OMR datasets that allows to compare systems' performance on equal grounds, since most of them are specialised on certain approaches. As a result, most state-of-the-art works currentl... |
2004.00865 | Timotej Ga\v{s}par | Timotej Ga\v{s}par, Miha Deni\v{s}a and Ale\v{s} Ude | A reconfigurable robot workcell for quick set-up of assembly processes | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | High volume production has been a prerequisite in order to invest into
automation of the manufacturing process for decades. The high cost of setup and
the inflexibility of classical automation meant that low batch productions,
often present in Small and Medium-sized Enterprises (SMEs), were dismissed as
potential end... | [
{
"created": "Thu, 2 Apr 2020 08:26:23 GMT",
"version": "v1"
}
] | 2020-04-03 | [
[
"Gašpar",
"Timotej",
""
],
[
"Deniša",
"Miha",
""
],
[
"Ude",
"Aleš",
""
]
] | High volume production has been a prerequisite in order to invest into automation of the manufacturing process for decades. The high cost of setup and the inflexibility of classical automation meant that low batch productions, often present in Small and Medium-sized Enterprises (SMEs), were dismissed as potential end u... |
1309.4616 | Lukas Einkemmer | Lukas Einkemmer and Alexander Ostermann | Exponential Integrators on Graphic Processing Units | To appear in: Proceedings of the 2013 International Conference on
High Performance Computing Simulation (HPCS 2013), IEEE (2013) | High Performance Computing and Simulation (HPCS), 2013
International Conference on, pp. 490-496 | 10.1109/HPCSim.2013.6641458 | null | cs.NA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we revisit stencil methods on GPUs in the context of
exponential integrators. We further discuss boundary conditions, in the same
context, and show that simple boundary conditions (for example, homogeneous
Dirichlet or homogeneous Neumann boundary conditions) do not affect the
performance if implemented... | [
{
"created": "Wed, 18 Sep 2013 11:21:05 GMT",
"version": "v1"
}
] | 2014-05-27 | [
[
"Einkemmer",
"Lukas",
""
],
[
"Ostermann",
"Alexander",
""
]
] | In this paper we revisit stencil methods on GPUs in the context of exponential integrators. We further discuss boundary conditions, in the same context, and show that simple boundary conditions (for example, homogeneous Dirichlet or homogeneous Neumann boundary conditions) do not affect the performance if implemented d... |
1910.05291 | Serhii Havrylov | Shangmin Guo, Yi Ren, Serhii Havrylov, Stella Frank, Ivan Titov, Kenny
Smith | The Emergence of Compositional Languages for Numeric Concepts Through
Iterated Learning in Neural Agents | null | null | null | null | cs.CL cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Since first introduced, computer simulation has been an increasingly
important tool in evolutionary linguistics. Recently, with the development of
deep learning techniques, research in grounded language learning has also
started to focus on facilitating the emergence of compositional languages
without pre-defined ele... | [
{
"created": "Fri, 11 Oct 2019 16:34:01 GMT",
"version": "v1"
}
] | 2019-10-14 | [
[
"Guo",
"Shangmin",
""
],
[
"Ren",
"Yi",
""
],
[
"Havrylov",
"Serhii",
""
],
[
"Frank",
"Stella",
""
],
[
"Titov",
"Ivan",
""
],
[
"Smith",
"Kenny",
""
]
] | Since first introduced, computer simulation has been an increasingly important tool in evolutionary linguistics. Recently, with the development of deep learning techniques, research in grounded language learning has also started to focus on facilitating the emergence of compositional languages without pre-defined eleme... |
2205.12443 | Kaiyu Yang | Kaiyu Yang and Jia Deng and Danqi Chen | Generating Natural Language Proofs with Verifier-Guided Search | EMNLP 2022. Code and models are available at
https://github.com/princeton-nlp/NLProofS. v3 added evaluation of GPT-3 and
Codex | null | null | null | cs.CL cs.LG cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Reasoning over natural language is a challenging problem in NLP. In this
work, we focus on proof generation: Given a hypothesis and a set of supporting
facts, the model generates a proof tree indicating how to derive the hypothesis
from supporting facts. Compared to generating the entire proof in one shot,
stepwise g... | [
{
"created": "Wed, 25 May 2022 02:22:30 GMT",
"version": "v1"
},
{
"created": "Tue, 18 Oct 2022 17:33:26 GMT",
"version": "v2"
},
{
"created": "Fri, 21 Oct 2022 20:08:11 GMT",
"version": "v3"
}
] | 2022-10-25 | [
[
"Yang",
"Kaiyu",
""
],
[
"Deng",
"Jia",
""
],
[
"Chen",
"Danqi",
""
]
] | Reasoning over natural language is a challenging problem in NLP. In this work, we focus on proof generation: Given a hypothesis and a set of supporting facts, the model generates a proof tree indicating how to derive the hypothesis from supporting facts. Compared to generating the entire proof in one shot, stepwise gen... |
0906.4618 | Pedro Peris-Lopez | Pedro Peris-Lopez, Julio C. Hernandez-Castro, Christos Dimitrakakis,
Aikaterini Mitrokotsa, Juan M. E. Tapiador | Shedding Light on RFID Distance Bounding Protocols and Terrorist Fraud
Attacks | 31 pages, 10 figures, 1 table | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The vast majority of RFID authentication protocols assume the proximity
between readers and tags due to the limited range of the radio channel.
However, in real scenarios an intruder can be located between the prover (tag)
and the verifier (reader) and trick this last one into thinking that the prover
is in close pro... | [
{
"created": "Thu, 25 Jun 2009 07:12:26 GMT",
"version": "v1"
},
{
"created": "Sun, 20 Jun 2010 19:35:19 GMT",
"version": "v2"
}
] | 2010-06-22 | [
[
"Peris-Lopez",
"Pedro",
""
],
[
"Hernandez-Castro",
"Julio C.",
""
],
[
"Dimitrakakis",
"Christos",
""
],
[
"Mitrokotsa",
"Aikaterini",
""
],
[
"Tapiador",
"Juan M. E.",
""
]
] | The vast majority of RFID authentication protocols assume the proximity between readers and tags due to the limited range of the radio channel. However, in real scenarios an intruder can be located between the prover (tag) and the verifier (reader) and trick this last one into thinking that the prover is in close proxi... |
2010.01385 | Purnata Ghosal | Purnata Ghosal and B. V. Raghavendra Rao | Limitations of Sums of Bounded-Read Formulas | 20 pages, 3 figures | null | null | null | cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Proving super polynomial size lower bounds for various classes of arithmetic
circuits computing explicit polynomials is a very important and challenging
task in algebraic complexity theory. We study representation of polynomials as
sums of weaker models such as read once formulas (ROFs) and read once oblivious
algebr... | [
{
"created": "Sat, 3 Oct 2020 16:41:22 GMT",
"version": "v1"
}
] | 2020-10-06 | [
[
"Ghosal",
"Purnata",
""
],
[
"Rao",
"B. V. Raghavendra",
""
]
] | Proving super polynomial size lower bounds for various classes of arithmetic circuits computing explicit polynomials is a very important and challenging task in algebraic complexity theory. We study representation of polynomials as sums of weaker models such as read once formulas (ROFs) and read once oblivious algebrai... |
1605.03269 | Junpei Zhong | Junpei Zhong and Rony Novianto and Mingjun Dai and Xinzheng Zhang and
Angelo Cangelosi | A Hierarchical Emotion Regulated Sensorimotor Model: Case Studies | Accepted at The 5th International Conference on Data-Driven Control
and Learning Systems. 2016 | null | null | null | cs.RO cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Inspired by the hierarchical cognitive architecture and the perception-action
model (PAM), we propose that the internal status acts as a kind of
common-coding representation which affects, mediates and even regulates the
sensorimotor behaviours. These regulation can be depicted in the Bayesian
framework, that is why ... | [
{
"created": "Wed, 11 May 2016 03:22:13 GMT",
"version": "v1"
}
] | 2016-05-12 | [
[
"Zhong",
"Junpei",
""
],
[
"Novianto",
"Rony",
""
],
[
"Dai",
"Mingjun",
""
],
[
"Zhang",
"Xinzheng",
""
],
[
"Cangelosi",
"Angelo",
""
]
] | Inspired by the hierarchical cognitive architecture and the perception-action model (PAM), we propose that the internal status acts as a kind of common-coding representation which affects, mediates and even regulates the sensorimotor behaviours. These regulation can be depicted in the Bayesian framework, that is why co... |
1211.3666 | Shuang Li | Shuang Li, Zizhan Zheng, Eylem Ekici and Ness B. Shroff | Maximizing System Throughput Using Cooperative Sensing in Multi-Channel
Cognitive Radio Networks | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In Cognitive Radio Networks (CRNs), unlicensed users are allowed to access
the licensed spectrum when it is not currently being used by primary users
(PUs). In this paper, we study the throughput maximization problem for a
multi-channel CRN where each SU can only sense a limited number of channels. We
show that this ... | [
{
"created": "Thu, 15 Nov 2012 17:22:33 GMT",
"version": "v1"
}
] | 2012-11-16 | [
[
"Li",
"Shuang",
""
],
[
"Zheng",
"Zizhan",
""
],
[
"Ekici",
"Eylem",
""
],
[
"Shroff",
"Ness B.",
""
]
] | In Cognitive Radio Networks (CRNs), unlicensed users are allowed to access the licensed spectrum when it is not currently being used by primary users (PUs). In this paper, we study the throughput maximization problem for a multi-channel CRN where each SU can only sense a limited number of channels. We show that this pr... |
2302.05442 | Mostafa Dehghani | Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski,
Jonathan Heek, Justin Gilmer, Andreas Steiner, Mathilde Caron, Robert
Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael
Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme, Matthias Minderer, Joan
Puigcerver, Utku Evci, Mano... | Scaling Vision Transformers to 22 Billion Parameters | null | null | null | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The scaling of Transformers has driven breakthrough capabilities for language
models. At present, the largest large language models (LLMs) contain upwards of
100B parameters. Vision Transformers (ViT) have introduced the same
architecture to image and video modelling, but these have not yet been
successfully scaled t... | [
{
"created": "Fri, 10 Feb 2023 18:58:21 GMT",
"version": "v1"
}
] | 2023-02-13 | [
[
"Dehghani",
"Mostafa",
""
],
[
"Djolonga",
"Josip",
""
],
[
"Mustafa",
"Basil",
""
],
[
"Padlewski",
"Piotr",
""
],
[
"Heek",
"Jonathan",
""
],
[
"Gilmer",
"Justin",
""
],
[
"Steiner",
"Andreas",
""
],
... | The scaling of Transformers has driven breakthrough capabilities for language models. At present, the largest large language models (LLMs) contain upwards of 100B parameters. Vision Transformers (ViT) have introduced the same architecture to image and video modelling, but these have not yet been successfully scaled to ... |
2104.03841 | Daniela Massiceti | Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou,
Matthew Tobias Harris, Edward Cutrell, Cecily Morrison, Katja Hofmann, Simone
Stumpf | ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition | IEEE/CVF International Conference on Computer Vision (ICCV), 2021 | null | 10.25383/city.14294597 | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Object recognition has made great advances in the last decade, but
predominately still relies on many high-quality training examples per object
category. In contrast, learning new objects from only a few examples could
enable many impactful applications from robotics to user personalization. Most
few-shot learning re... | [
{
"created": "Thu, 8 Apr 2021 15:32:01 GMT",
"version": "v1"
},
{
"created": "Fri, 9 Apr 2021 16:56:43 GMT",
"version": "v2"
},
{
"created": "Thu, 10 Jun 2021 14:50:34 GMT",
"version": "v3"
},
{
"created": "Mon, 16 Aug 2021 16:19:12 GMT",
"version": "v4"
},
{
"cre... | 2021-10-11 | [
[
"Massiceti",
"Daniela",
""
],
[
"Zintgraf",
"Luisa",
""
],
[
"Bronskill",
"John",
""
],
[
"Theodorou",
"Lida",
""
],
[
"Harris",
"Matthew Tobias",
""
],
[
"Cutrell",
"Edward",
""
],
[
"Morrison",
"Cecily",
... | Object recognition has made great advances in the last decade, but predominately still relies on many high-quality training examples per object category. In contrast, learning new objects from only a few examples could enable many impactful applications from robotics to user personalization. Most few-shot learning rese... |
2111.09625 | Diego Garbervetsky | Saikat Dutta, Diego Garbervetsky, Shuvendu Lahiri, Max Sch\"afer | InspectJS: Leveraging Code Similarity and User-Feedback for Effective
Taint Specification Inference for JavaScript | 11 pages, sent to Software Engineering in Practice track at ICSE'2022 | null | null | null | cs.CR cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Static analysis has established itself as a weapon of choice for detecting
security vulnerabilities. Taint analysis in particular is a very general and
powerful technique, where security policies are expressed in terms of forbidden
flows, either from untrusted input sources to sensitive sinks (in integrity
policies) ... | [
{
"created": "Thu, 18 Nov 2021 11:10:04 GMT",
"version": "v1"
}
] | 2021-11-19 | [
[
"Dutta",
"Saikat",
""
],
[
"Garbervetsky",
"Diego",
""
],
[
"Lahiri",
"Shuvendu",
""
],
[
"Schäfer",
"Max",
""
]
] | Static analysis has established itself as a weapon of choice for detecting security vulnerabilities. Taint analysis in particular is a very general and powerful technique, where security policies are expressed in terms of forbidden flows, either from untrusted input sources to sensitive sinks (in integrity policies) or... |
2006.13534 | Ehsan Asali | Ehsan Asali, Farzin Negahbani, Shahriyar Bamaei, Zahra Abbasi | Namira Soccer 2D Simulation Team Description Paper 2020 | null | null | null | null | cs.RO cs.AI cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this article, we will discuss methods and ideas which are implemented on
Namira 2D Soccer Simulation team in the recent year. Numerous scientific and
programming activities were done in the process of code development, but we
will mention the most outstanding ones in details. A Kalman filtering method
for localiza... | [
{
"created": "Wed, 24 Jun 2020 07:40:44 GMT",
"version": "v1"
}
] | 2020-06-25 | [
[
"Asali",
"Ehsan",
""
],
[
"Negahbani",
"Farzin",
""
],
[
"Bamaei",
"Shahriyar",
""
],
[
"Abbasi",
"Zahra",
""
]
] | In this article, we will discuss methods and ideas which are implemented on Namira 2D Soccer Simulation team in the recent year. Numerous scientific and programming activities were done in the process of code development, but we will mention the most outstanding ones in details. A Kalman filtering method for localizati... |
cs/0403027 | Francesc Rossello | Jaume Casasnovas, Joe Miro, Manuel Moya, Francesc Rossello | An approach to membrane computing under inexactitude | 20 pages, 0 figures | null | null | null | cs.OH cs.NE | null | In this paper we introduce a fuzzy version of symport/antiport membrane
systems. Our fuzzy membrane systems handle possibly inexact copies of reactives
and their rules are endowed with threshold functions that determine whether a
rule can be applied or not to a given set of objects, depending of the degree
of accurac... | [
{
"created": "Tue, 16 Mar 2004 09:02:39 GMT",
"version": "v1"
},
{
"created": "Tue, 11 May 2004 08:27:15 GMT",
"version": "v2"
}
] | 2007-05-23 | [
[
"Casasnovas",
"Jaume",
""
],
[
"Miro",
"Joe",
""
],
[
"Moya",
"Manuel",
""
],
[
"Rossello",
"Francesc",
""
]
] | In this paper we introduce a fuzzy version of symport/antiport membrane systems. Our fuzzy membrane systems handle possibly inexact copies of reactives and their rules are endowed with threshold functions that determine whether a rule can be applied or not to a given set of objects, depending of the degree of accuracy ... |
2401.05509 | MohammadNoor Injadat | MohammadNoor Injadat | Optimized Ensemble Model Towards Secured Industrial IoT Devices | Accepted and presented in 24th International Arab Conference on
Information Technology (ACIT'2023) | null | null | null | cs.CR cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The continued growth in the deployment of Internet-of-Things (IoT) devices
has been fueled by the increased connectivity demand, particularly in
industrial environments. However, this has led to an increase in the number of
network related attacks due to the increased number of potential attack
surfaces. Industrial I... | [
{
"created": "Wed, 10 Jan 2024 19:06:39 GMT",
"version": "v1"
}
] | 2024-01-12 | [
[
"Injadat",
"MohammadNoor",
""
]
] | The continued growth in the deployment of Internet-of-Things (IoT) devices has been fueled by the increased connectivity demand, particularly in industrial environments. However, this has led to an increase in the number of network related attacks due to the increased number of potential attack surfaces. Industrial IoT... |
1809.01898 | Jo\~ao R. Campos | Jo\~ao R. Campos, Marco Vieira, Ernesto Costa | Propheticus: Generalizable Machine Learning Framework | null | null | null | null | cs.LG cs.AI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Due to recent technological developments, Machine Learning (ML), a subfield
of Artificial Intelligence (AI), has been successfully used to process and
extract knowledge from a variety of complex problems. However, a thorough ML
approach is complex and highly dependent on the problem at hand. Additionally,
implementin... | [
{
"created": "Thu, 6 Sep 2018 09:26:03 GMT",
"version": "v1"
}
] | 2018-09-10 | [
[
"Campos",
"João R.",
""
],
[
"Vieira",
"Marco",
""
],
[
"Costa",
"Ernesto",
""
]
] | Due to recent technological developments, Machine Learning (ML), a subfield of Artificial Intelligence (AI), has been successfully used to process and extract knowledge from a variety of complex problems. However, a thorough ML approach is complex and highly dependent on the problem at hand. Additionally, implementing ... |
1911.04382 | Zhuo Feng | Zhuo Feng | GRASS: Graph Spectral Sparsification Leveraging Scalable Spectral
Perturbation Analysis | 14 pages, 13 figures. arXiv admin note: substantial text overlap with
arXiv:1711.05135 | null | null | null | cs.DS cs.NA cs.SI math.NA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Spectral graph sparsification aims to find ultra-sparse subgraphs whose
Laplacian matrix can well approximate the original Laplacian eigenvalues and
eigenvectors. In recent years, spectral sparsification techniques have been
extensively studied for accelerating various numerical and graph-related
applications. Prior ... | [
{
"created": "Mon, 4 Nov 2019 00:47:36 GMT",
"version": "v1"
},
{
"created": "Thu, 21 Nov 2019 12:33:59 GMT",
"version": "v2"
},
{
"created": "Wed, 29 Apr 2020 01:17:42 GMT",
"version": "v3"
}
] | 2020-04-30 | [
[
"Feng",
"Zhuo",
""
]
] | Spectral graph sparsification aims to find ultra-sparse subgraphs whose Laplacian matrix can well approximate the original Laplacian eigenvalues and eigenvectors. In recent years, spectral sparsification techniques have been extensively studied for accelerating various numerical and graph-related applications. Prior ne... |
2301.10638 | Johanni Brea | Johanni Brea, Flavio Martinelli, Berfin \c{S}im\c{s}ek, Wulfram
Gerstner | MLPGradientFlow: going with the flow of multilayer perceptrons (and
finding minima fast and accurately) | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | MLPGradientFlow is a software package to solve numerically the gradient flow
differential equation $\dot \theta = -\nabla \mathcal L(\theta; \mathcal D)$,
where $\theta$ are the parameters of a multi-layer perceptron, $\mathcal D$ is
some data set, and $\nabla \mathcal L$ is the gradient of a loss function. We
show n... | [
{
"created": "Wed, 25 Jan 2023 15:21:44 GMT",
"version": "v1"
}
] | 2023-01-26 | [
[
"Brea",
"Johanni",
""
],
[
"Martinelli",
"Flavio",
""
],
[
"Şimşek",
"Berfin",
""
],
[
"Gerstner",
"Wulfram",
""
]
] | MLPGradientFlow is a software package to solve numerically the gradient flow differential equation $\dot \theta = -\nabla \mathcal L(\theta; \mathcal D)$, where $\theta$ are the parameters of a multi-layer perceptron, $\mathcal D$ is some data set, and $\nabla \mathcal L$ is the gradient of a loss function. We show num... |
1901.00295 | Xingjian Du | Xingjian Du, Mengyao Zhu, Xuan Shi, Xinpeng Zhang, Wen Zhang, Jingdong
Chen | End-to-End Model for Speech Enhancement by Consistent Spectrogram
Masking | null | null | null | null | cs.SD cs.AI cs.MM eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, phase processing is attracting increasinginterest in speech
enhancement community. Some researchersintegrate phase estimations module into
speech enhancementmodels by using complex-valued short-time Fourier
transform(STFT) spectrogram based training targets, e.g. Complex RatioMask
(cRM) [1]. However, maskin... | [
{
"created": "Wed, 2 Jan 2019 08:39:05 GMT",
"version": "v1"
}
] | 2019-01-03 | [
[
"Du",
"Xingjian",
""
],
[
"Zhu",
"Mengyao",
""
],
[
"Shi",
"Xuan",
""
],
[
"Zhang",
"Xinpeng",
""
],
[
"Zhang",
"Wen",
""
],
[
"Chen",
"Jingdong",
""
]
] | Recently, phase processing is attracting increasinginterest in speech enhancement community. Some researchersintegrate phase estimations module into speech enhancementmodels by using complex-valued short-time Fourier transform(STFT) spectrogram based training targets, e.g. Complex RatioMask (cRM) [1]. However, masking ... |
2012.01101 | Kim Phuc Tran | Zhenglei He, Kim Phuc Tran (GEMTEX), Sebastien Thomassey, Xianyi Zeng,
Jie Xu, Changhai Yi | Multi-Objective Optimization of the Textile Manufacturing Process Using
Deep-Q-Network Based Multi-Agent Reinforcement Learning | null | null | null | null | cs.AI cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multi-objective optimization of the textile manufacturing process is an
increasing challenge because of the growing complexity involved in the
development of the textile industry. The use of intelligent techniques has been
often discussed in this domain, although a significant improvement from certain
successful appl... | [
{
"created": "Wed, 2 Dec 2020 11:37:44 GMT",
"version": "v1"
}
] | 2020-12-03 | [
[
"He",
"Zhenglei",
"",
"GEMTEX"
],
[
"Tran",
"Kim Phuc",
"",
"GEMTEX"
],
[
"Thomassey",
"Sebastien",
""
],
[
"Zeng",
"Xianyi",
""
],
[
"Xu",
"Jie",
""
],
[
"Yi",
"Changhai",
""
]
] | Multi-objective optimization of the textile manufacturing process is an increasing challenge because of the growing complexity involved in the development of the textile industry. The use of intelligent techniques has been often discussed in this domain, although a significant improvement from certain successful applic... |
2303.11546 | Sunghwan Kim | Sunghwan Kim, Dae-hwan Kim, Hoseong Kim | Texture Learning Domain Randomization for Domain Generalized
Segmentation | ICCV 2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep Neural Networks (DNNs)-based semantic segmentation models trained on a
source domain often struggle to generalize to unseen target domains, i.e., a
domain gap problem. Texture often contributes to the domain gap, making DNNs
vulnerable to domain shift because they are prone to be texture-biased.
Existing Domain ... | [
{
"created": "Tue, 21 Mar 2023 02:23:26 GMT",
"version": "v1"
},
{
"created": "Thu, 17 Aug 2023 10:39:37 GMT",
"version": "v2"
}
] | 2023-08-21 | [
[
"Kim",
"Sunghwan",
""
],
[
"Kim",
"Dae-hwan",
""
],
[
"Kim",
"Hoseong",
""
]
] | Deep Neural Networks (DNNs)-based semantic segmentation models trained on a source domain often struggle to generalize to unseen target domains, i.e., a domain gap problem. Texture often contributes to the domain gap, making DNNs vulnerable to domain shift because they are prone to be texture-biased. Existing Domain Ge... |
2302.06396 | Thibaut Verron | Manuel Kauers, Christoph Koutschan, Thibaut Verron | Transcendence Certificates for D-finite Functions | 9 pages, 1 figure | Proceedings of International Symposium on Symbolic and Algebraic
Computation 2023 | 10.1145/3597066.3597091 | null | cs.SC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Although in theory we can decide whether a given D-finite function is
transcendental, transcendence proofs remain a challenge in practice. Typically,
transcendence is certified by checking certain incomplete sufficient
conditions. In this paper we propose an additional such condition which catches
some cases on which... | [
{
"created": "Mon, 13 Feb 2023 14:36:20 GMT",
"version": "v1"
},
{
"created": "Tue, 19 Sep 2023 12:14:17 GMT",
"version": "v2"
}
] | 2023-09-20 | [
[
"Kauers",
"Manuel",
""
],
[
"Koutschan",
"Christoph",
""
],
[
"Verron",
"Thibaut",
""
]
] | Although in theory we can decide whether a given D-finite function is transcendental, transcendence proofs remain a challenge in practice. Typically, transcendence is certified by checking certain incomplete sufficient conditions. In this paper we propose an additional such condition which catches some cases on which o... |
1712.01794 | Svetlana Kiritchenko | Svetlana Kiritchenko and Saif M. Mohammad | The Effect of Negators, Modals, and Degree Adverbs on Sentiment
Composition | In Proceedings of the 7th Workshop on Computational Approaches to
Subjectivity, Sentiment and Social Media Analysis (WASSA), San Diego,
California, 2016 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Negators, modals, and degree adverbs can significantly affect the sentiment
of the words they modify. Often, their impact is modeled with simple
heuristics; although, recent work has shown that such heuristics do not capture
the true sentiment of multi-word phrases. We created a dataset of phrases that
include variou... | [
{
"created": "Tue, 5 Dec 2017 18:17:43 GMT",
"version": "v1"
}
] | 2017-12-06 | [
[
"Kiritchenko",
"Svetlana",
""
],
[
"Mohammad",
"Saif M.",
""
]
] | Negators, modals, and degree adverbs can significantly affect the sentiment of the words they modify. Often, their impact is modeled with simple heuristics; although, recent work has shown that such heuristics do not capture the true sentiment of multi-word phrases. We created a dataset of phrases that include various ... |
2310.05932 | Mian Ibad Ali Shah | Mian Ibad Ali Shah, Abdul Wahid, Enda Barrett, Karl Mason | A Multi-Agent Systems Approach for Peer-to-Peer Energy Trading in Dairy
Farming | Proc. of the Artificial Intelligence for Sustainability, ECAI 2023,
Eunika et al. (eds.), Sep 30- Oct 1, 2023,
https://sites.google.com/view/ai4s. 2023 | null | null | null | cs.MA cs.AI cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | To achieve desired carbon emission reductions, integrating renewable
generation and accelerating the adoption of peer-to-peer energy trading is
crucial. This is especially important for energy-intensive farming, like dairy
farming. However, integrating renewables and peer-to-peer trading presents
challenges. To addre... | [
{
"created": "Mon, 21 Aug 2023 13:22:20 GMT",
"version": "v1"
}
] | 2023-10-11 | [
[
"Shah",
"Mian Ibad Ali",
""
],
[
"Wahid",
"Abdul",
""
],
[
"Barrett",
"Enda",
""
],
[
"Mason",
"Karl",
""
]
] | To achieve desired carbon emission reductions, integrating renewable generation and accelerating the adoption of peer-to-peer energy trading is crucial. This is especially important for energy-intensive farming, like dairy farming. However, integrating renewables and peer-to-peer trading presents challenges. To address... |
1910.00974 | Mutaz Melhem | Mutaz Y. Melhem and Laszlo B. Kish | Generalized DC loop current attack against the KLJN secure key exchange
scheme | 11 pages, 6 Figures, and Journal paper | Metrol. Meas. Syst., Vol. 26 (2019) No. 4, pp. 607-616 | 10.24425/mms.2019.130571 | null | cs.ET cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A new attack against the Kirchhoff Law Johnson Noise (KLJN) secure key
distribution system is studied with unknown parasitic DC voltage sources at
both Alices and Bobs ends. This paper is the generalization of our earlier
investigation with a single end parasitic source. Under the assumption that Eve
does not know th... | [
{
"created": "Mon, 30 Sep 2019 19:34:32 GMT",
"version": "v1"
}
] | 2020-04-07 | [
[
"Melhem",
"Mutaz Y.",
""
],
[
"Kish",
"Laszlo B.",
""
]
] | A new attack against the Kirchhoff Law Johnson Noise (KLJN) secure key distribution system is studied with unknown parasitic DC voltage sources at both Alices and Bobs ends. This paper is the generalization of our earlier investigation with a single end parasitic source. Under the assumption that Eve does not know the ... |
2305.03130 | Kaixin Ma | Kaixin Ma, Hao Cheng, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng
Gao | Chain-of-Skills: A Configurable Model for Open-domain Question Answering | ACL 2023 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The retrieval model is an indispensable component for real-world
knowledge-intensive tasks, e.g., open-domain question answering (ODQA). As
separate retrieval skills are annotated for different datasets, recent work
focuses on customized methods, limiting the model transferability and
scalability. In this work, we pr... | [
{
"created": "Thu, 4 May 2023 20:19:39 GMT",
"version": "v1"
},
{
"created": "Fri, 26 May 2023 17:19:58 GMT",
"version": "v2"
}
] | 2023-05-29 | [
[
"Ma",
"Kaixin",
""
],
[
"Cheng",
"Hao",
""
],
[
"Zhang",
"Yu",
""
],
[
"Liu",
"Xiaodong",
""
],
[
"Nyberg",
"Eric",
""
],
[
"Gao",
"Jianfeng",
""
]
] | The retrieval model is an indispensable component for real-world knowledge-intensive tasks, e.g., open-domain question answering (ODQA). As separate retrieval skills are annotated for different datasets, recent work focuses on customized methods, limiting the model transferability and scalability. In this work, we prop... |
1808.01990 | Fatih Cakir | Fatih Cakir, Kun He, Stan Sclaroff | Hashing with Binary Matrix Pursuit | 23 pages, 4 figures. In Proceedings of European Conference on
Computer Vision (ECCV), 2018 | null | null | null | cs.LG cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose theoretical and empirical improvements for two-stage hashing
methods. We first provide a theoretical analysis on the quality of the binary
codes and show that, under mild assumptions, a residual learning scheme can
construct binary codes that fit any neighborhood structure with arbitrary
accuracy. Secondly... | [
{
"created": "Mon, 6 Aug 2018 16:51:36 GMT",
"version": "v1"
}
] | 2018-08-07 | [
[
"Cakir",
"Fatih",
""
],
[
"He",
"Kun",
""
],
[
"Sclaroff",
"Stan",
""
]
] | We propose theoretical and empirical improvements for two-stage hashing methods. We first provide a theoretical analysis on the quality of the binary codes and show that, under mild assumptions, a residual learning scheme can construct binary codes that fit any neighborhood structure with arbitrary accuracy. Secondly, ... |
1701.07193 | Leon Abdillah | Leon Andretti Abdillah | Exploring Students Blended Learning Through Social Media | 10 pages | ComTech (Computer, Mathematics and Engineering Applications),
7(4), 245-254 (2016) | 10.21512/comtech.v7i4.2495 | null | cs.CY cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Information technology (IT) has been used widely in many aspects of our daily
life. After discuss politics related aspects for some articles. In this article
author would like to discuss social media for students learning environment.
Social media as a leading application on the internet has changed many aspects
of l... | [
{
"created": "Wed, 25 Jan 2017 07:41:05 GMT",
"version": "v1"
}
] | 2018-04-24 | [
[
"Abdillah",
"Leon Andretti",
""
]
] | Information technology (IT) has been used widely in many aspects of our daily life. After discuss politics related aspects for some articles. In this article author would like to discuss social media for students learning environment. Social media as a leading application on the internet has changed many aspects of lif... |
2007.15879 | Sina Sharif Mansouri | Sina Sharif Mansouri, Christoforos Kanellakis, Bjorn Lindqvist, Farhad
Pourkamali-Anaraki, Ali-akbar Agha-mohammadi, Joel Burdick and George
Nikolakopoulos | A Unified NMPC Scheme for MAVs Navigation with 3D Collision Avoidance
under Position Uncertainty | null | IEEE Robotics and Automation Letters, Volume 5, Issue 4, On
Page(s) 5740-5747, October 2020 | 10.1109/LRA.2020.3010485 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This article proposes a novel Nonlinear Model Predictive Control (NMPC)
framework for Micro Aerial Vehicle (MAV) autonomous navigation in constrained
environments. The introduced framework allows us to consider the nonlinear
dynamics of MAVs and guarantees real-time performance. Our first contribution
is to design a ... | [
{
"created": "Fri, 31 Jul 2020 07:26:49 GMT",
"version": "v1"
}
] | 2020-08-03 | [
[
"Mansouri",
"Sina Sharif",
""
],
[
"Kanellakis",
"Christoforos",
""
],
[
"Lindqvist",
"Bjorn",
""
],
[
"Pourkamali-Anaraki",
"Farhad",
""
],
[
"Agha-mohammadi",
"Ali-akbar",
""
],
[
"Burdick",
"Joel",
""
],
[
"Niko... | This article proposes a novel Nonlinear Model Predictive Control (NMPC) framework for Micro Aerial Vehicle (MAV) autonomous navigation in constrained environments. The introduced framework allows us to consider the nonlinear dynamics of MAVs and guarantees real-time performance. Our first contribution is to design a co... |
2401.17699 | Jun Wan | Hao Fang, Ajian Liu, Haocheng Yuan, Junze Zheng, Dingheng Zeng,
Yanhong Liu, Jiankang Deng, Sergio Escalera, Xiaoming Liu, Jun Wan, Zhen Lei | Unified Physical-Digital Face Attack Detection | 12 pages, 8 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Face Recognition (FR) systems can suffer from physical (i.e., print photo)
and digital (i.e., DeepFake) attacks. However, previous related work rarely
considers both situations at the same time. This implies the deployment of
multiple models and thus more computational burden. The main reasons for this
lack of an int... | [
{
"created": "Wed, 31 Jan 2024 09:38:44 GMT",
"version": "v1"
}
] | 2024-02-01 | [
[
"Fang",
"Hao",
""
],
[
"Liu",
"Ajian",
""
],
[
"Yuan",
"Haocheng",
""
],
[
"Zheng",
"Junze",
""
],
[
"Zeng",
"Dingheng",
""
],
[
"Liu",
"Yanhong",
""
],
[
"Deng",
"Jiankang",
""
],
[
"Escalera",
... | Face Recognition (FR) systems can suffer from physical (i.e., print photo) and digital (i.e., DeepFake) attacks. However, previous related work rarely considers both situations at the same time. This implies the deployment of multiple models and thus more computational burden. The main reasons for this lack of an integ... |
2107.05138 | S. Rasoul Etesami | S. Rasoul Etesami | Open-Loop Equilibrium Strategies for Dynamic Influence Maximization Game
Over Social Networks | null | null | null | null | cs.GT cs.MA cs.SY eess.SY math.OC | http://creativecommons.org/publicdomain/zero/1.0/ | We consider the problem of budget allocation for competitive influence
maximization over social networks. In this problem, multiple competing parties
(players) want to distribute their limited advertising resources over a set of
social individuals to maximize their long-run cumulative payoffs. It is assumed
that the ... | [
{
"created": "Sun, 11 Jul 2021 22:31:08 GMT",
"version": "v1"
},
{
"created": "Mon, 30 Aug 2021 04:07:57 GMT",
"version": "v2"
}
] | 2021-08-31 | [
[
"Etesami",
"S. Rasoul",
""
]
] | We consider the problem of budget allocation for competitive influence maximization over social networks. In this problem, multiple competing parties (players) want to distribute their limited advertising resources over a set of social individuals to maximize their long-run cumulative payoffs. It is assumed that the in... |
2102.01173 | Tony Zhao | Tony Zhao, Irving Fang, Jeffrey Kim, Gerald Friedland | Multi-modal Ensemble Models for Predicting Video Memorability | null | null | null | null | cs.LG cs.AI cs.MM | http://creativecommons.org/licenses/by/4.0/ | Modeling media memorability has been a consistent challenge in the field of
machine learning. The Predicting Media Memorability task in MediaEval2020 is
the latest benchmark among similar challenges addressing this topic. Building
upon techniques developed in previous iterations of the challenge, we developed
ensembl... | [
{
"created": "Mon, 1 Feb 2021 21:16:52 GMT",
"version": "v1"
}
] | 2021-02-03 | [
[
"Zhao",
"Tony",
""
],
[
"Fang",
"Irving",
""
],
[
"Kim",
"Jeffrey",
""
],
[
"Friedland",
"Gerald",
""
]
] | Modeling media memorability has been a consistent challenge in the field of machine learning. The Predicting Media Memorability task in MediaEval2020 is the latest benchmark among similar challenges addressing this topic. Building upon techniques developed in previous iterations of the challenge, we developed ensemble ... |
1911.10835 | Vil\'em Zouhar | Vil\'em Zouhar and Ond\v{r}ej Bojar | Outbound Translation User Interface Ptakopet: A Pilot Study | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | It is not uncommon for Internet users to have to produce a text in a foreign
language they have very little knowledge of and are unable to verify the
translation quality. We call the task "outbound translation" and explore it by
introducing an open-source modular system Ptakop\v{e}t. Its main purpose is to
inspect hu... | [
{
"created": "Mon, 25 Nov 2019 11:22:45 GMT",
"version": "v1"
},
{
"created": "Thu, 5 Mar 2020 17:40:27 GMT",
"version": "v2"
}
] | 2020-03-06 | [
[
"Zouhar",
"Vilém",
""
],
[
"Bojar",
"Ondřej",
""
]
] | It is not uncommon for Internet users to have to produce a text in a foreign language they have very little knowledge of and are unable to verify the translation quality. We call the task "outbound translation" and explore it by introducing an open-source modular system Ptakop\v{e}t. Its main purpose is to inspect huma... |
2005.13820 | Huaxi Huang | Huaxi Huang, Junjie Zhang, Jian Zhang, Qiang Wu, Chang Xu | TOAN: Target-Oriented Alignment Network for Fine-Grained Image
Categorization with Few Labeled Samples | T-CSVT Accepted | null | 10.1109/TCSVT.2021.3065693 | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The challenges of high intra-class variance yet low inter-class fluctuations
in fine-grained visual categorization are more severe with few labeled samples,
\textit{i.e.,} Fine-Grained categorization problems under the Few-Shot setting
(FGFS). High-order features are usually developed to uncover subtle differences
be... | [
{
"created": "Thu, 28 May 2020 07:48:44 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Mar 2021 05:40:46 GMT",
"version": "v2"
}
] | 2021-04-02 | [
[
"Huang",
"Huaxi",
""
],
[
"Zhang",
"Junjie",
""
],
[
"Zhang",
"Jian",
""
],
[
"Wu",
"Qiang",
""
],
[
"Xu",
"Chang",
""
]
] | The challenges of high intra-class variance yet low inter-class fluctuations in fine-grained visual categorization are more severe with few labeled samples, \textit{i.e.,} Fine-Grained categorization problems under the Few-Shot setting (FGFS). High-order features are usually developed to uncover subtle differences betw... |
2206.13829 | Davide Alessandro Coccomini | Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi,
Claudio Gennaro, Giuseppe Amato | Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake
Image Detection | null | null | 10.1145/3512732.3533582 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deepfake Generation Techniques are evolving at a rapid pace, making it
possible to create realistic manipulated images and videos and endangering the
serenity of modern society. The continual emergence of new and varied
techniques brings with it a further problem to be faced, namely the ability of
deepfake detection ... | [
{
"created": "Tue, 28 Jun 2022 08:50:22 GMT",
"version": "v1"
}
] | 2022-06-29 | [
[
"Coccomini",
"Davide Alessandro",
""
],
[
"Caldelli",
"Roberto",
""
],
[
"Falchi",
"Fabrizio",
""
],
[
"Gennaro",
"Claudio",
""
],
[
"Amato",
"Giuseppe",
""
]
] | Deepfake Generation Techniques are evolving at a rapid pace, making it possible to create realistic manipulated images and videos and endangering the serenity of modern society. The continual emergence of new and varied techniques brings with it a further problem to be faced, namely the ability of deepfake detection mo... |
2312.01256 | Chenglu Jin | Niloufar Sayadi, Phuong Ha Nguyen, Marten van Dijk, Chenglu Jin | Breaking XOR Arbiter PUFs without Reliability Information | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Unreliable XOR Arbiter PUFs were broken by a machine learning attack, which
targets the underlying Arbiter PUFs individually. However, reliability
information from the PUF was required for this attack.
We show that, for the first time, a perfectly reliable XOR Arbiter PUF, where
no reliability information is access... | [
{
"created": "Sun, 3 Dec 2023 01:39:09 GMT",
"version": "v1"
}
] | 2023-12-05 | [
[
"Sayadi",
"Niloufar",
""
],
[
"Nguyen",
"Phuong Ha",
""
],
[
"van Dijk",
"Marten",
""
],
[
"Jin",
"Chenglu",
""
]
] | Unreliable XOR Arbiter PUFs were broken by a machine learning attack, which targets the underlying Arbiter PUFs individually. However, reliability information from the PUF was required for this attack. We show that, for the first time, a perfectly reliable XOR Arbiter PUF, where no reliability information is accessible... |
2204.05575 | Haibao Yu | Haibao Yu, Yizhen Luo, Mao Shu, Yiyi Huo, Zebang Yang, Yifeng Shi,
Zhenglong Guo, Hanyu Li, Xing Hu, Jirui Yuan, Zaiqing Nie | DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative
3D Object Detection | CVPR2022 | null | null | null | cs.CV cs.AI | http://creativecommons.org/publicdomain/zero/1.0/ | Autonomous driving faces great safety challenges for a lack of global
perspective and the limitation of long-range perception capabilities. It has
been widely agreed that vehicle-infrastructure cooperation is required to
achieve Level 5 autonomy. However, there is still NO dataset from real
scenarios available for co... | [
{
"created": "Tue, 12 Apr 2022 07:13:33 GMT",
"version": "v1"
}
] | 2022-04-13 | [
[
"Yu",
"Haibao",
""
],
[
"Luo",
"Yizhen",
""
],
[
"Shu",
"Mao",
""
],
[
"Huo",
"Yiyi",
""
],
[
"Yang",
"Zebang",
""
],
[
"Shi",
"Yifeng",
""
],
[
"Guo",
"Zhenglong",
""
],
[
"Li",
"Hanyu",
""... | Autonomous driving faces great safety challenges for a lack of global perspective and the limitation of long-range perception capabilities. It has been widely agreed that vehicle-infrastructure cooperation is required to achieve Level 5 autonomy. However, there is still NO dataset from real scenarios available for comp... |
2105.09932 | Zhijian Liu | Zhijian Liu, Alexander Amini, Sibo Zhu, Sertac Karaman, Song Han,
Daniela Rus | Efficient and Robust LiDAR-Based End-to-End Navigation | ICRA 2021. The first two authors contributed equally to this work.
Project page: https://le2ed.mit.edu/ | null | null | null | cs.RO cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep learning has been used to demonstrate end-to-end neural network learning
for autonomous vehicle control from raw sensory input. While LiDAR sensors
provide reliably accurate information, existing end-to-end driving solutions
are mainly based on cameras since processing 3D data requires a large memory
footprint a... | [
{
"created": "Thu, 20 May 2021 17:52:37 GMT",
"version": "v1"
}
] | 2021-05-21 | [
[
"Liu",
"Zhijian",
""
],
[
"Amini",
"Alexander",
""
],
[
"Zhu",
"Sibo",
""
],
[
"Karaman",
"Sertac",
""
],
[
"Han",
"Song",
""
],
[
"Rus",
"Daniela",
""
]
] | Deep learning has been used to demonstrate end-to-end neural network learning for autonomous vehicle control from raw sensory input. While LiDAR sensors provide reliably accurate information, existing end-to-end driving solutions are mainly based on cameras since processing 3D data requires a large memory footprint and... |
1712.08409 | Nils Bore | Nils Bore, Johan Ekekrantz, Patric Jensfelt, John Folkesson | Detection and Tracking of General Movable Objects in Large 3D Maps | Submitted for peer review | null | null | null | cs.RO cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper studies the problem of detection and tracking of general objects
with long-term dynamics, observed by a mobile robot moving in a large
environment. A key problem is that due to the environment scale, it can only
observe a subset of the objects at any given time. Since some time passes
between observations ... | [
{
"created": "Fri, 22 Dec 2017 11:53:52 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Jan 2018 09:31:47 GMT",
"version": "v2"
}
] | 2018-01-31 | [
[
"Bore",
"Nils",
""
],
[
"Ekekrantz",
"Johan",
""
],
[
"Jensfelt",
"Patric",
""
],
[
"Folkesson",
"John",
""
]
] | This paper studies the problem of detection and tracking of general objects with long-term dynamics, observed by a mobile robot moving in a large environment. A key problem is that due to the environment scale, it can only observe a subset of the objects at any given time. Since some time passes between observations of... |
2305.13168 | Ningyu Zhang | Yuqi Zhu, Xiaohan Wang, Jing Chen, Shuofei Qiao, Yixin Ou, Yunzhi Yao,
Shumin Deng, Huajun Chen, Ningyu Zhang | LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities
and Future Opportunities | Work in progress | null | null | null | cs.CL cs.AI cs.DB cs.IR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents an exhaustive quantitative and qualitative evaluation of
Large Language Models (LLMs) for Knowledge Graph (KG) construction and
reasoning. We engage in experiments across eight diverse datasets, focusing on
four representative tasks encompassing entity and relation extraction, event
extraction, li... | [
{
"created": "Mon, 22 May 2023 15:56:44 GMT",
"version": "v1"
},
{
"created": "Thu, 22 Feb 2024 10:15:25 GMT",
"version": "v2"
}
] | 2024-02-23 | [
[
"Zhu",
"Yuqi",
""
],
[
"Wang",
"Xiaohan",
""
],
[
"Chen",
"Jing",
""
],
[
"Qiao",
"Shuofei",
""
],
[
"Ou",
"Yixin",
""
],
[
"Yao",
"Yunzhi",
""
],
[
"Deng",
"Shumin",
""
],
[
"Chen",
"Huajun",
... | This paper presents an exhaustive quantitative and qualitative evaluation of Large Language Models (LLMs) for Knowledge Graph (KG) construction and reasoning. We engage in experiments across eight diverse datasets, focusing on four representative tasks encompassing entity and relation extraction, event extraction, link... |
1705.04678 | Nikhil Galagali | Nikhil Galagali and Youssef M. Marzouk | Exploiting network topology for large-scale inference of nonlinear
reaction models | null | null | null | null | cs.CE q-bio.QM stat.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The development of chemical reaction models aids understanding and prediction
in areas ranging from biology to electrochemistry and combustion. A systematic
approach to building reaction network models uses observational data not only
to estimate unknown parameters, but also to learn model structure. Bayesian
inferen... | [
{
"created": "Fri, 12 May 2017 17:55:44 GMT",
"version": "v1"
},
{
"created": "Thu, 19 Jul 2018 18:35:07 GMT",
"version": "v2"
},
{
"created": "Sun, 14 Oct 2018 16:11:46 GMT",
"version": "v3"
},
{
"created": "Tue, 16 Oct 2018 01:26:55 GMT",
"version": "v4"
},
{
"c... | 2019-01-23 | [
[
"Galagali",
"Nikhil",
""
],
[
"Marzouk",
"Youssef M.",
""
]
] | The development of chemical reaction models aids understanding and prediction in areas ranging from biology to electrochemistry and combustion. A systematic approach to building reaction network models uses observational data not only to estimate unknown parameters, but also to learn model structure. Bayesian inference... |
1806.09171 | Vitaly Petrov | Vitaly Petrov, Sergey Andreev, Mario Gerla, Yevgeni Koucheryavy | Breaking the Limits in Urban Video Monitoring: Massive Crowd Sourced
Surveillance over Vehicles | 8 pages, 5 figures, accepted to IEEE Wireless Communications, 2019 | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Contemporary urban environments are in prompt need of means for intelligent
decision-making, where a crucial role belongs to smart video surveillance
systems. While existing deployments of stationary monitoring cameras already
deliver notable societal benefits, the proposed concept of massive video
surveillance over ... | [
{
"created": "Sun, 24 Jun 2018 16:28:22 GMT",
"version": "v1"
}
] | 2018-06-26 | [
[
"Petrov",
"Vitaly",
""
],
[
"Andreev",
"Sergey",
""
],
[
"Gerla",
"Mario",
""
],
[
"Koucheryavy",
"Yevgeni",
""
]
] | Contemporary urban environments are in prompt need of means for intelligent decision-making, where a crucial role belongs to smart video surveillance systems. While existing deployments of stationary monitoring cameras already deliver notable societal benefits, the proposed concept of massive video surveillance over co... |
2105.14478 | Yian Li | Yian Li, Hai Zhao | Pre-training Universal Language Representation | Accepted by ACL-IJCNLP 2021 main conference | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Despite the well-developed cut-edge representation learning for language,
most language representation models usually focus on specific levels of
linguistic units. This work introduces universal language representation
learning, i.e., embeddings of different levels of linguistic units or text with
quite diverse lengt... | [
{
"created": "Sun, 30 May 2021 09:29:01 GMT",
"version": "v1"
}
] | 2021-06-01 | [
[
"Li",
"Yian",
""
],
[
"Zhao",
"Hai",
""
]
] | Despite the well-developed cut-edge representation learning for language, most language representation models usually focus on specific levels of linguistic units. This work introduces universal language representation learning, i.e., embeddings of different levels of linguistic units or text with quite diverse lengths... |
2305.06900 | Huzaifa Mustafa Unjhawala | Huzaifa Mustafa Unjhawala, Ruochun Zhang, Wei Hu, Jinlong Wu, Radu
Serban, Dan Negrut | Using a Bayesian-Inference Approach to Calibrating Models for Simulation
in Robotics | 19 pages, 42 figures | 061004-18 / Vol. 18, JUNE 2023 | 10.1115/1.4062199 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In robotics, simulation has the potential to reduce design time and costs,
and lead to a more robust engineered solution and a safer development process.
However, the use of simulators is predicated on the availability of good
models. This contribution is concerned with improving the quality of these
models via calib... | [
{
"created": "Thu, 11 May 2023 15:41:59 GMT",
"version": "v1"
}
] | 2023-05-12 | [
[
"Unjhawala",
"Huzaifa Mustafa",
""
],
[
"Zhang",
"Ruochun",
""
],
[
"Hu",
"Wei",
""
],
[
"Wu",
"Jinlong",
""
],
[
"Serban",
"Radu",
""
],
[
"Negrut",
"Dan",
""
]
] | In robotics, simulation has the potential to reduce design time and costs, and lead to a more robust engineered solution and a safer development process. However, the use of simulators is predicated on the availability of good models. This contribution is concerned with improving the quality of these models via calibra... |
2111.04382 | Raghavendra Sridharamurthy | Raghavendra Sridharamurthy and Vijay Natarajan | Comparative Analysis of Merge Trees using Local Tree Edit Distance | null | IEEE Transactions on Visualization and Computer Graphics, 29 (2),
2023, 1518--1530 | 10.1109/TVCG.2021.3122176 | null | cs.GR cs.CG | http://creativecommons.org/licenses/by/4.0/ | Comparative analysis of scalar fields is an important problem with various
applications including feature-directed visualization and feature tracking in
time-varying data. Comparing topological structures that are abstract and
succinct representations of the scalar fields lead to faster and meaningful
comparison. Whi... | [
{
"created": "Mon, 8 Nov 2021 11:02:36 GMT",
"version": "v1"
}
] | 2024-06-06 | [
[
"Sridharamurthy",
"Raghavendra",
""
],
[
"Natarajan",
"Vijay",
""
]
] | Comparative analysis of scalar fields is an important problem with various applications including feature-directed visualization and feature tracking in time-varying data. Comparing topological structures that are abstract and succinct representations of the scalar fields lead to faster and meaningful comparison. While... |
1704.05617 | Chun-Nan Hsu | Sanjeev Shenoy, Tsung-Ting Kuo, Rodney Gabriel, Julian McAuley and
Chun-Nan Hsu | Deduplication in a massive clinical note dataset | Extended from the Master project report of Sanjeev Shenoy, Department
of Computer Science and Engineering, University of California, San Diego.
June 2016 | null | null | null | cs.DB cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Duplication, whether exact or partial, is a common issue in many datasets. In
clinical notes data, duplication (and near duplication) can arise for many
reasons, such as the pervasive use of templates, copy-pasting, or notes being
generated by automated procedures. A key challenge in removing such near
duplicates is ... | [
{
"created": "Wed, 19 Apr 2017 05:33:21 GMT",
"version": "v1"
}
] | 2017-04-20 | [
[
"Shenoy",
"Sanjeev",
""
],
[
"Kuo",
"Tsung-Ting",
""
],
[
"Gabriel",
"Rodney",
""
],
[
"McAuley",
"Julian",
""
],
[
"Hsu",
"Chun-Nan",
""
]
] | Duplication, whether exact or partial, is a common issue in many datasets. In clinical notes data, duplication (and near duplication) can arise for many reasons, such as the pervasive use of templates, copy-pasting, or notes being generated by automated procedures. A key challenge in removing such near duplicates is th... |
2404.03943 | Chen Wang | Chen Wang, Haoxiang Luo, Kun Zhang, Hua Chen, Jia Pan, Wei Zhang | POMDP-Guided Active Force-Based Search for Robotic Insertion | null | null | 10.1109/IROS55552.2023.10342421 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In robotic insertion tasks where the uncertainty exceeds the allowable
tolerance, a good search strategy is essential for successful insertion and
significantly influences efficiency. The commonly used blind search method is
time-consuming and does not exploit the rich contact information. In this
paper, we propose a... | [
{
"created": "Fri, 5 Apr 2024 08:17:03 GMT",
"version": "v1"
}
] | 2024-04-08 | [
[
"Wang",
"Chen",
""
],
[
"Luo",
"Haoxiang",
""
],
[
"Zhang",
"Kun",
""
],
[
"Chen",
"Hua",
""
],
[
"Pan",
"Jia",
""
],
[
"Zhang",
"Wei",
""
]
] | In robotic insertion tasks where the uncertainty exceeds the allowable tolerance, a good search strategy is essential for successful insertion and significantly influences efficiency. The commonly used blind search method is time-consuming and does not exploit the rich contact information. In this paper, we propose a n... |
2110.00480 | Yifan Song | Kevin K\"oser, Yifan Song, Lasse Petersen, Emanuel Wenzlaff, Felix
Woelk | Robustly Removing Deep Sea Lighting Effects for Visual Mapping of
Abyssal Plains | null | null | null | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The majority of Earth's surface lies deep in the oceans, where no surface
light reaches. Robots diving down to great depths must bring light sources that
create moving illumination patterns in the darkness, such that the same 3D
point appears with different color in each image. On top, scattering and
attenuation of l... | [
{
"created": "Fri, 1 Oct 2021 15:28:07 GMT",
"version": "v1"
}
] | 2021-10-04 | [
[
"Köser",
"Kevin",
""
],
[
"Song",
"Yifan",
""
],
[
"Petersen",
"Lasse",
""
],
[
"Wenzlaff",
"Emanuel",
""
],
[
"Woelk",
"Felix",
""
]
] | The majority of Earth's surface lies deep in the oceans, where no surface light reaches. Robots diving down to great depths must bring light sources that create moving illumination patterns in the darkness, such that the same 3D point appears with different color in each image. On top, scattering and attenuation of lig... |
2406.20092 | Jie-Neng Chen | Jieneng Chen, Luoxin Ye, Ju He, Zhao-Yang Wang, Daniel Khashabi, Alan
Yuille | LLaVolta: Efficient Multi-modal Models via Stage-wise Visual Context
Compression | Code is available at https://github.com/Beckschen/LLaVolta | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While significant advancements have been made in compressed representations
for text embeddings in large language models (LLMs), the compression of visual
tokens in large multi-modal models (LMMs) has remained a largely overlooked
area. In this work, we present the study on the analysis of redundancy
concerning visua... | [
{
"created": "Fri, 28 Jun 2024 17:57:14 GMT",
"version": "v1"
}
] | 2024-07-01 | [
[
"Chen",
"Jieneng",
""
],
[
"Ye",
"Luoxin",
""
],
[
"He",
"Ju",
""
],
[
"Wang",
"Zhao-Yang",
""
],
[
"Khashabi",
"Daniel",
""
],
[
"Yuille",
"Alan",
""
]
] | While significant advancements have been made in compressed representations for text embeddings in large language models (LLMs), the compression of visual tokens in large multi-modal models (LMMs) has remained a largely overlooked area. In this work, we present the study on the analysis of redundancy concerning visual ... |
2101.11939 | Wenguan Wang | Wenguan Wang, Tianfei Zhou, Fisher Yu, Jifeng Dai, Ender Konukoglu,
Luc Van Gool | Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Our code will be available at
https://github.com/tfzhou/ContrastiveSeg | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Current semantic segmentation methods focus only on mining "local" context,
i.e., dependencies between pixels within individual images, by
context-aggregation modules (e.g., dilated convolution, neural attention) or
structure-aware optimization criteria (e.g., IoU-like loss). However, they
ignore "global" context of ... | [
{
"created": "Thu, 28 Jan 2021 11:35:32 GMT",
"version": "v1"
},
{
"created": "Sat, 30 Jan 2021 23:41:45 GMT",
"version": "v2"
},
{
"created": "Thu, 11 Feb 2021 20:35:21 GMT",
"version": "v3"
},
{
"created": "Tue, 30 Mar 2021 15:16:23 GMT",
"version": "v4"
}
] | 2021-03-31 | [
[
"Wang",
"Wenguan",
""
],
[
"Zhou",
"Tianfei",
""
],
[
"Yu",
"Fisher",
""
],
[
"Dai",
"Jifeng",
""
],
[
"Konukoglu",
"Ender",
""
],
[
"Van Gool",
"Luc",
""
]
] | Current semantic segmentation methods focus only on mining "local" context, i.e., dependencies between pixels within individual images, by context-aggregation modules (e.g., dilated convolution, neural attention) or structure-aware optimization criteria (e.g., IoU-like loss). However, they ignore "global" context of th... |
1205.5199 | Ashwin Ganesan | Ashwin Ganesan | Automorphism groups of Cayley graphs generated by connected
transposition sets | null | Discrete Mathematics, vol. 313, no. 21, pp. 2482-2485, November
2013 | 10.1016/j.disc.2013.07.013 | null | cs.DM math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Let $S$ be a set of transpositions that generates the symmetric group $S_n$,
where $n \ge 3$. The transposition graph $T(S)$ is defined to be the graph with
vertex set $\{1,\ldots,n\}$ and with vertices $i$ and $j$ being adjacent in
$T(S)$ whenever $(i,j) \in S$. We prove that if the girth of the transposition
graph ... | [
{
"created": "Wed, 23 May 2012 15:20:17 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Sep 2012 18:24:08 GMT",
"version": "v2"
},
{
"created": "Sat, 1 Dec 2012 19:55:22 GMT",
"version": "v3"
},
{
"created": "Sun, 23 Jun 2013 12:48:04 GMT",
"version": "v4"
}
] | 2015-12-11 | [
[
"Ganesan",
"Ashwin",
""
]
] | Let $S$ be a set of transpositions that generates the symmetric group $S_n$, where $n \ge 3$. The transposition graph $T(S)$ is defined to be the graph with vertex set $\{1,\ldots,n\}$ and with vertices $i$ and $j$ being adjacent in $T(S)$ whenever $(i,j) \in S$. We prove that if the girth of the transposition graph $T... |
1905.06109 | Xiaosen Wang | Kun He and Wu Wang and Xiaosen Wang and John E. Hopcroft | A New Anchor Word Selection Method for the Separable Topic Discovery | 18 pages, 4 figures | null | null | null | cs.IR cs.CL cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Separable Non-negative Matrix Factorization (SNMF) is an important method for
topic modeling, where "separable" assumes every topic contains at least one
anchor word, defined as a word that has non-zero probability only on that
topic. SNMF focuses on the word co-occurrence patterns to reveal topics by two
steps: anch... | [
{
"created": "Fri, 10 May 2019 12:16:10 GMT",
"version": "v1"
}
] | 2019-05-16 | [
[
"He",
"Kun",
""
],
[
"Wang",
"Wu",
""
],
[
"Wang",
"Xiaosen",
""
],
[
"Hopcroft",
"John E.",
""
]
] | Separable Non-negative Matrix Factorization (SNMF) is an important method for topic modeling, where "separable" assumes every topic contains at least one anchor word, defined as a word that has non-zero probability only on that topic. SNMF focuses on the word co-occurrence patterns to reveal topics by two steps: anchor... |
1201.2531 | Gergely Acs | Gergely Acs and Claude Castelluccia | DREAM: DiffeRentially privatE smArt Metering | Shorter version appeared on Information Hiding Conference 2011 | null | null | null | cs.CR | http://creativecommons.org/licenses/publicdomain/ | This paper presents a new privacy-preserving smart metering system. Our
scheme is private under the differential privacy model and therefore provides
strong and provable guarantees. With our scheme, an (electricity) supplier can
periodically collect data from smart meters and derive aggregated statistics
while learni... | [
{
"created": "Thu, 12 Jan 2012 11:15:02 GMT",
"version": "v1"
}
] | 2012-01-13 | [
[
"Acs",
"Gergely",
""
],
[
"Castelluccia",
"Claude",
""
]
] | This paper presents a new privacy-preserving smart metering system. Our scheme is private under the differential privacy model and therefore provides strong and provable guarantees. With our scheme, an (electricity) supplier can periodically collect data from smart meters and derive aggregated statistics while learning... |
2012.13196 | Daniel O'Connor | Daniel O'Connor, Walter Vinci | RBM-Flow and D-Flow: Invertible Flows with Discrete Energy Base Spaces | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Efficient sampling of complex data distributions can be achieved using
trained invertible flows (IF), where the model distribution is generated by
pushing a simple base distribution through multiple non-linear bijective
transformations. However, the iterative nature of the transformations in IFs
can limit the approxi... | [
{
"created": "Thu, 24 Dec 2020 11:05:27 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Jan 2021 16:03:39 GMT",
"version": "v2"
},
{
"created": "Mon, 12 Jul 2021 10:00:47 GMT",
"version": "v3"
}
] | 2021-07-13 | [
[
"O'Connor",
"Daniel",
""
],
[
"Vinci",
"Walter",
""
]
] | Efficient sampling of complex data distributions can be achieved using trained invertible flows (IF), where the model distribution is generated by pushing a simple base distribution through multiple non-linear bijective transformations. However, the iterative nature of the transformations in IFs can limit the approxima... |
1909.10407 | Mandar Gogate | Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain | CochleaNet: A Robust Language-independent Audio-Visual Model for Speech
Enhancement | 34 pages, 11 figures, Submitted to Information Fusion | null | null | null | cs.SD cs.CV cs.LG eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Noisy situations cause huge problems for suffers of hearing loss as hearing
aids often make the signal more audible but do not always restore the
intelligibility. In noisy settings, humans routinely exploit the audio-visual
(AV) nature of the speech to selectively suppress the background noise and to
focus on the tar... | [
{
"created": "Mon, 23 Sep 2019 14:59:47 GMT",
"version": "v1"
}
] | 2019-09-24 | [
[
"Gogate",
"Mandar",
""
],
[
"Dashtipour",
"Kia",
""
],
[
"Adeel",
"Ahsan",
""
],
[
"Hussain",
"Amir",
""
]
] | Noisy situations cause huge problems for suffers of hearing loss as hearing aids often make the signal more audible but do not always restore the intelligibility. In noisy settings, humans routinely exploit the audio-visual (AV) nature of the speech to selectively suppress the background noise and to focus on the targe... |
1205.7031 | Fabian Schuh | Fabian Schuh, Johannes B. Huber | Nonlinear Trellis Description for Convolutionally Encoded Transmission
Over ISI-channels with Applications for CPM | 6 pages, 13 figures, submitted for IEEE-SCC-13 | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by-nc-sa/3.0/ | In this paper we propose a matched decoding scheme for convolutionally
encoded transmission over intersymbol interference (ISI) channels and devise a
nonlinear trellis description. As an application we show that for coded
continuous phase modulation (CPM) using a non-coherent receiver the number of
states of the supe... | [
{
"created": "Thu, 31 May 2012 16:19:28 GMT",
"version": "v1"
},
{
"created": "Wed, 1 Aug 2012 10:55:22 GMT",
"version": "v2"
}
] | 2012-08-02 | [
[
"Schuh",
"Fabian",
""
],
[
"Huber",
"Johannes B.",
""
]
] | In this paper we propose a matched decoding scheme for convolutionally encoded transmission over intersymbol interference (ISI) channels and devise a nonlinear trellis description. As an application we show that for coded continuous phase modulation (CPM) using a non-coherent receiver the number of states of the super ... |
2006.14765 | Tingmin Wu | Tingmin Wu, Wanlun Ma, Sheng Wen, Xin Xia, Cecile Paris, Surya Nepal,
Yang Xiang | Analysis of Trending Topics and Text-based Channels of Information
Delivery in Cybersecurity | 13 pages (main content) + 4 pages (references and appendix) | null | null | null | cs.CR cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Computer users are generally faced with difficulties in making correct
security decisions. While an increasingly fewer number of people are trying or
willing to take formal security training, online sources including news,
security blogs, and websites are continuously making security knowledge more
accessible. Analys... | [
{
"created": "Fri, 26 Jun 2020 03:00:04 GMT",
"version": "v1"
}
] | 2020-06-29 | [
[
"Wu",
"Tingmin",
""
],
[
"Ma",
"Wanlun",
""
],
[
"Wen",
"Sheng",
""
],
[
"Xia",
"Xin",
""
],
[
"Paris",
"Cecile",
""
],
[
"Nepal",
"Surya",
""
],
[
"Xiang",
"Yang",
""
]
] | Computer users are generally faced with difficulties in making correct security decisions. While an increasingly fewer number of people are trying or willing to take formal security training, online sources including news, security blogs, and websites are continuously making security knowledge more accessible. Analysis... |
2207.08803 | Hashmat Shadab Malik | Hashmat Shadab Malik, Shahina K Kunhimon, Muzammal Naseer, Salman
Khan, Fahad Shahbaz Khan | Adversarial Pixel Restoration as a Pretext Task for Transferable
Perturbations | Accepted at BMVC'22 (Oral) | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Transferable adversarial attacks optimize adversaries from a pretrained
surrogate model and known label space to fool the unknown black-box models.
Therefore, these attacks are restricted by the availability of an effective
surrogate model. In this work, we relax this assumption and propose Adversarial
Pixel Restorat... | [
{
"created": "Mon, 18 Jul 2022 17:59:58 GMT",
"version": "v1"
},
{
"created": "Mon, 8 Aug 2022 07:52:11 GMT",
"version": "v2"
},
{
"created": "Fri, 14 Oct 2022 08:27:49 GMT",
"version": "v3"
}
] | 2022-10-17 | [
[
"Malik",
"Hashmat Shadab",
""
],
[
"Kunhimon",
"Shahina K",
""
],
[
"Naseer",
"Muzammal",
""
],
[
"Khan",
"Salman",
""
],
[
"Khan",
"Fahad Shahbaz",
""
]
] | Transferable adversarial attacks optimize adversaries from a pretrained surrogate model and known label space to fool the unknown black-box models. Therefore, these attacks are restricted by the availability of an effective surrogate model. In this work, we relax this assumption and propose Adversarial Pixel Restoratio... |
2402.13126 | Yan Pang | Yan Pang, Yang Zhang, Tianhao Wang | VGMShield: Mitigating Misuse of Video Generative Models | 17 pages, 10 figures | null | null | null | cs.CR cs.AI cs.CV cs.LG eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the rapid advancement in video generation, people can conveniently
utilize video generation models to create videos tailored to their specific
desires. Nevertheless, there are also growing concerns about their potential
misuse in creating and disseminating false information.
In this work, we introduce VGMShiel... | [
{
"created": "Tue, 20 Feb 2024 16:39:23 GMT",
"version": "v1"
}
] | 2024-02-21 | [
[
"Pang",
"Yan",
""
],
[
"Zhang",
"Yang",
""
],
[
"Wang",
"Tianhao",
""
]
] | With the rapid advancement in video generation, people can conveniently utilize video generation models to create videos tailored to their specific desires. Nevertheless, there are also growing concerns about their potential misuse in creating and disseminating false information. In this work, we introduce VGMShield: a... |
2407.02304 | Bas Van Den Heuvel | Bas van den Heuvel, Farzaneh Derakhshan, Stephanie Balzer | Information Flow Control in Cyclic Process Networks | Extended version of ECOOP24 paper | null | null | null | cs.LO | http://creativecommons.org/licenses/by/4.0/ | Protection of confidential data is an important security consideration of
today's applications. Of particular concern is to guard against unintentional
leakage to a (malicious) observer, who may interact with the program and draw
inference from made observations. Information flow control (IFC) type systems
address th... | [
{
"created": "Tue, 2 Jul 2024 14:37:17 GMT",
"version": "v1"
}
] | 2024-07-03 | [
[
"Heuvel",
"Bas van den",
""
],
[
"Derakhshan",
"Farzaneh",
""
],
[
"Balzer",
"Stephanie",
""
]
] | Protection of confidential data is an important security consideration of today's applications. Of particular concern is to guard against unintentional leakage to a (malicious) observer, who may interact with the program and draw inference from made observations. Information flow control (IFC) type systems address this... |
2105.11628 | Guoqing Zhang | Yuhao Chen, Guoqing Zhang, Yujiang Lu, Zhenxing Wang, Yuhui Zheng,
Ruili Wang | TIPCB: A Simple but Effective Part-based Convolutional Baseline for
Text-based Person Search | 27 pages | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Text-based person search is a sub-task in the field of image retrieval, which
aims to retrieve target person images according to a given textual description.
The significant feature gap between two modalities makes this task very
challenging. Many existing methods attempt to utilize local alignment to
address this pr... | [
{
"created": "Tue, 25 May 2021 03:00:21 GMT",
"version": "v1"
}
] | 2021-05-26 | [
[
"Chen",
"Yuhao",
""
],
[
"Zhang",
"Guoqing",
""
],
[
"Lu",
"Yujiang",
""
],
[
"Wang",
"Zhenxing",
""
],
[
"Zheng",
"Yuhui",
""
],
[
"Wang",
"Ruili",
""
]
] | Text-based person search is a sub-task in the field of image retrieval, which aims to retrieve target person images according to a given textual description. The significant feature gap between two modalities makes this task very challenging. Many existing methods attempt to utilize local alignment to address this prob... |
1312.0641 | Samet Oymak | Samet Oymak, Christos Thrampoulidis, Babak Hassibi | Simple Bounds for Noisy Linear Inverse Problems with Exact Side
Information | 13 pages | null | null | null | cs.IT math.IT math.OC math.ST stat.TH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper considers the linear inverse problem where we wish to estimate a
structured signal $x$ from its corrupted observations. When the problem is
ill-posed, it is natural to make use of a convex function $f(\cdot)$ that
exploits the structure of the signal. For example, $\ell_1$ norm can be used
for sparse signa... | [
{
"created": "Mon, 2 Dec 2013 22:07:05 GMT",
"version": "v1"
},
{
"created": "Thu, 5 Dec 2013 20:58:46 GMT",
"version": "v2"
}
] | 2013-12-06 | [
[
"Oymak",
"Samet",
""
],
[
"Thrampoulidis",
"Christos",
""
],
[
"Hassibi",
"Babak",
""
]
] | This paper considers the linear inverse problem where we wish to estimate a structured signal $x$ from its corrupted observations. When the problem is ill-posed, it is natural to make use of a convex function $f(\cdot)$ that exploits the structure of the signal. For example, $\ell_1$ norm can be used for sparse signals... |
2310.10330 | Guillermo Encinas-Lago | Guillermo Encinas-Lago, Antonio Albanese, Vincenzo Sciancalepore,
Marco Di Renzo, Xavier Costa-P\'erez | Unlocking Metasurface Practicality for B5G Networks: AI-assisted RIS
Planning | null | null | null | null | cs.NI cs.AI eess.SP | http://creativecommons.org/licenses/by/4.0/ | The advent of reconfigurable intelligent surfaces(RISs) brings along
significant improvements for wireless technology on the verge of
beyond-fifth-generation networks (B5G).The proven flexibility in influencing
the propagation environment opens up the possibility of programmatically
altering the wireless channel to t... | [
{
"created": "Mon, 16 Oct 2023 12:14:42 GMT",
"version": "v1"
}
] | 2023-10-17 | [
[
"Encinas-Lago",
"Guillermo",
""
],
[
"Albanese",
"Antonio",
""
],
[
"Sciancalepore",
"Vincenzo",
""
],
[
"Di Renzo",
"Marco",
""
],
[
"Costa-Pérez",
"Xavier",
""
]
] | The advent of reconfigurable intelligent surfaces(RISs) brings along significant improvements for wireless technology on the verge of beyond-fifth-generation networks (B5G).The proven flexibility in influencing the propagation environment opens up the possibility of programmatically altering the wireless channel to the... |
2212.03371 | Shiqing Wu | Guan Wang, Weihua Li, Edmund Lai, Jianhua Jiang | KATSum: Knowledge-aware Abstractive Text Summarization | Presented at PKAW 2022 (arXiv:2211.03888) Report-no: PKAW/2022/02 | null | null | Report-no: PKAW/2022/02 | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Text Summarization is recognised as one of the NLP downstream tasks and it
has been extensively investigated in recent years. It can assist people with
perceiving the information rapidly from the Internet, including news articles,
social posts, videos, etc. Most existing research works attempt to develop
summarizatio... | [
{
"created": "Tue, 6 Dec 2022 23:43:50 GMT",
"version": "v1"
}
] | 2022-12-08 | [
[
"Wang",
"Guan",
""
],
[
"Li",
"Weihua",
""
],
[
"Lai",
"Edmund",
""
],
[
"Jiang",
"Jianhua",
""
]
] | Text Summarization is recognised as one of the NLP downstream tasks and it has been extensively investigated in recent years. It can assist people with perceiving the information rapidly from the Internet, including news articles, social posts, videos, etc. Most existing research works attempt to develop summarization ... |
2101.04690 | Matthias Frey | Matthias Frey, Igor Bjelakovic, Slawomir Stanczak | Over-The-Air Computation in Correlated Channels | Extended version can be found at arXiv:2007.02648 | 2020 IEEE Information Theory Workshop (ITW), Riva del Garda,
Italy, 11-15 April, 2021 | 10.1109/TSP.2021.3106115 | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper addresses the problem of Over-The-Air (OTA) computation in
wireless networks which has the potential to realize huge efficiency gains for
instance in training of distributed ML models. We provide non-asymptotic,
theoretical guarantees for OTA computation in fast-fading wireless channels
where the fading an... | [
{
"created": "Tue, 12 Jan 2021 19:00:02 GMT",
"version": "v1"
}
] | 2021-12-01 | [
[
"Frey",
"Matthias",
""
],
[
"Bjelakovic",
"Igor",
""
],
[
"Stanczak",
"Slawomir",
""
]
] | This paper addresses the problem of Over-The-Air (OTA) computation in wireless networks which has the potential to realize huge efficiency gains for instance in training of distributed ML models. We provide non-asymptotic, theoretical guarantees for OTA computation in fast-fading wireless channels where the fading and ... |
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