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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1907.01727 | Darion Cassel | Darion Cassel, Yan Huang, Limin Jia | Uncovering Information Flow Policy Violations in C Programs | null | null | null | null | cs.CR cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Programmers of cryptographic applications written in C need to avoid common
mistakes such as sending private data over public channels, modifying trusted
data with untrusted functions, or improperly ordering protocol steps. These
secrecy, integrity, and sequencing policies can be cumbersome to check with
existing gen... | [
{
"created": "Wed, 3 Jul 2019 04:12:11 GMT",
"version": "v1"
}
] | 2019-07-04 | [
[
"Cassel",
"Darion",
""
],
[
"Huang",
"Yan",
""
],
[
"Jia",
"Limin",
""
]
] | Programmers of cryptographic applications written in C need to avoid common mistakes such as sending private data over public channels, modifying trusted data with untrusted functions, or improperly ordering protocol steps. These secrecy, integrity, and sequencing policies can be cumbersome to check with existing gener... |
1906.09463 | Lucas Gren | Emanuel Mellblom, Isar Arason, Lucas Gren and Richard Torkar | The Connection Between Burnout and Personality Types in Software
Developers | null | IEEE Software, 36(5), 2019 | 10.1109/MS.2019.2924769 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper examines the connection between the Five Factor Model personality
traits and burnout in software developers. This study aims to validate
generalizations of findings in other fields. An online survey consisting of a
miniaturized International Personality Item Pool questionnaire for measuring
the Five Factor... | [
{
"created": "Sat, 22 Jun 2019 15:40:54 GMT",
"version": "v1"
}
] | 2019-06-25 | [
[
"Mellblom",
"Emanuel",
""
],
[
"Arason",
"Isar",
""
],
[
"Gren",
"Lucas",
""
],
[
"Torkar",
"Richard",
""
]
] | This paper examines the connection between the Five Factor Model personality traits and burnout in software developers. This study aims to validate generalizations of findings in other fields. An online survey consisting of a miniaturized International Personality Item Pool questionnaire for measuring the Five Factor M... |
1703.05486 | Oscar De Somer | Oscar De Somer, Ana Soares, Tristan Kuijpers, Koen Vossen, Koen
Vanthournout and Fred Spiessens | Using Reinforcement Learning for Demand Response of Domestic Hot Water
Buffers: a Real-Life Demonstration | Submitted to IEEE ISGT Europe 2017 | null | null | null | cs.SY cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper demonstrates a data-driven control approach for demand response in
real-life residential buildings. The objective is to optimally schedule the
heating cycles of the Domestic Hot Water (DHW) buffer to maximize the
self-consumption of the local photovoltaic (PV) production. A model-based
reinforcement learni... | [
{
"created": "Thu, 16 Mar 2017 06:42:07 GMT",
"version": "v1"
}
] | 2017-03-17 | [
[
"De Somer",
"Oscar",
""
],
[
"Soares",
"Ana",
""
],
[
"Kuijpers",
"Tristan",
""
],
[
"Vossen",
"Koen",
""
],
[
"Vanthournout",
"Koen",
""
],
[
"Spiessens",
"Fred",
""
]
] | This paper demonstrates a data-driven control approach for demand response in real-life residential buildings. The objective is to optimally schedule the heating cycles of the Domestic Hot Water (DHW) buffer to maximize the self-consumption of the local photovoltaic (PV) production. A model-based reinforcement learning... |
2406.16629 | Melanie JI M\"uller | Melanie J.I. M\"uller | Meta-experiments: Improving experimentation through experimentation | 6 pages, 2 figures, 1 table | null | null | null | cs.IR stat.AP | http://creativecommons.org/licenses/by-nc-sa/4.0/ | A/B testing is widexly used in the industry to optimize customer facing
websites. Many companies employ experimentation specialists to facilitate and
improve the process of A/B testing. Here, we present the application of A/B
testing to this improvement effort itself, by running experiments on the
experimentation pro... | [
{
"created": "Mon, 24 Jun 2024 13:23:00 GMT",
"version": "v1"
}
] | 2024-06-25 | [
[
"Müller",
"Melanie J. I.",
""
]
] | A/B testing is widexly used in the industry to optimize customer facing websites. Many companies employ experimentation specialists to facilitate and improve the process of A/B testing. Here, we present the application of A/B testing to this improvement effort itself, by running experiments on the experimentation proce... |
2203.17191 | Daniel Gehrig | Stepan Tulyakov, Alfredo Bochicchio, Daniel Gehrig, Stamatios
Georgoulis, Yuanyou Li, and Davide Scaramuzza | Time Lens++: Event-based Frame Interpolation with Parametric Non-linear
Flow and Multi-scale Fusion | IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
New Orleans, 2022 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, video frame interpolation using a combination of frame- and
event-based cameras has surpassed traditional image-based methods both in terms
of performance and memory efficiency. However, current methods still suffer
from (i) brittle image-level fusion of complementary interpolation results,
that fails in th... | [
{
"created": "Thu, 31 Mar 2022 17:14:58 GMT",
"version": "v1"
},
{
"created": "Mon, 25 Apr 2022 09:39:00 GMT",
"version": "v2"
}
] | 2022-04-26 | [
[
"Tulyakov",
"Stepan",
""
],
[
"Bochicchio",
"Alfredo",
""
],
[
"Gehrig",
"Daniel",
""
],
[
"Georgoulis",
"Stamatios",
""
],
[
"Li",
"Yuanyou",
""
],
[
"Scaramuzza",
"Davide",
""
]
] | Recently, video frame interpolation using a combination of frame- and event-based cameras has surpassed traditional image-based methods both in terms of performance and memory efficiency. However, current methods still suffer from (i) brittle image-level fusion of complementary interpolation results, that fails in the ... |
2004.04305 | Shahin Shayandeh | Swadheen Shukla, Lars Liden, Shahin Shayandeh, Eslam Kamal, Jinchao
Li, Matt Mazzola, Thomas Park, Baolin Peng, Jianfeng Gao | Conversation Learner -- A Machine Teaching Tool for Building Dialog
Managers for Task-Oriented Dialog Systems | Accepted to ACL 2020 Demonstration Track | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Traditionally, industry solutions for building a task-oriented dialog system
have relied on helping dialog authors define rule-based dialog managers,
represented as dialog flows. While dialog flows are intuitively interpretable
and good for simple scenarios, they fall short of performance in terms of the
flexibility ... | [
{
"created": "Thu, 9 Apr 2020 00:10:54 GMT",
"version": "v1"
},
{
"created": "Fri, 1 May 2020 20:14:05 GMT",
"version": "v2"
}
] | 2020-05-05 | [
[
"Shukla",
"Swadheen",
""
],
[
"Liden",
"Lars",
""
],
[
"Shayandeh",
"Shahin",
""
],
[
"Kamal",
"Eslam",
""
],
[
"Li",
"Jinchao",
""
],
[
"Mazzola",
"Matt",
""
],
[
"Park",
"Thomas",
""
],
[
"Peng",
... | Traditionally, industry solutions for building a task-oriented dialog system have relied on helping dialog authors define rule-based dialog managers, represented as dialog flows. While dialog flows are intuitively interpretable and good for simple scenarios, they fall short of performance in terms of the flexibility ne... |
2105.11989 | Rushabh Patel | Rushabh Patel, Yanhui Guo | Graph Based Link Prediction between Human Phenotypes and Genes | null | null | null | null | cs.AI cs.LG cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Background: The learning of genotype-phenotype associations and history of
human disease by doing detailed and precise analysis of phenotypic
abnormalities can be defined as deep phenotyping. To understand and detect this
interaction between phenotype and genotype is a fundamental step when
translating precision medi... | [
{
"created": "Tue, 25 May 2021 14:47:07 GMT",
"version": "v1"
},
{
"created": "Tue, 1 Jun 2021 18:28:30 GMT",
"version": "v2"
}
] | 2021-06-04 | [
[
"Patel",
"Rushabh",
""
],
[
"Guo",
"Yanhui",
""
]
] | Background: The learning of genotype-phenotype associations and history of human disease by doing detailed and precise analysis of phenotypic abnormalities can be defined as deep phenotyping. To understand and detect this interaction between phenotype and genotype is a fundamental step when translating precision medici... |
2205.06266 | Jonas Pfeiffer | Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross,
Sebastian Riedel, Mikel Artetxe | Lifting the Curse of Multilinguality by Pre-training Modular
Transformers | NAACL 2022 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multilingual pre-trained models are known to suffer from the curse of
multilinguality, which causes per-language performance to drop as they cover
more languages. We address this issue by introducing language-specific modules,
which allows us to grow the total capacity of the model, while keeping the
total number of ... | [
{
"created": "Thu, 12 May 2022 17:59:56 GMT",
"version": "v1"
}
] | 2022-05-13 | [
[
"Pfeiffer",
"Jonas",
""
],
[
"Goyal",
"Naman",
""
],
[
"Lin",
"Xi Victoria",
""
],
[
"Li",
"Xian",
""
],
[
"Cross",
"James",
""
],
[
"Riedel",
"Sebastian",
""
],
[
"Artetxe",
"Mikel",
""
]
] | Multilingual pre-trained models are known to suffer from the curse of multilinguality, which causes per-language performance to drop as they cover more languages. We address this issue by introducing language-specific modules, which allows us to grow the total capacity of the model, while keeping the total number of tr... |
2402.05687 | Gabriel Martins de Jesus | Gabriel Martins de Jesus, Onel Luis Alcaraz Lopez, Richard Demo Souza,
Nurul Huda Mahmood, Markku Juntti, Matti Latva-Aho | Assessment of the Sparsity-Diversity Trade-offs in Active Users
Detection for mMTC | 5 pages, 5 figures. Manuscript submitted to IEEE Wireless
Communications Letters for review | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Wireless communication systems must increasingly support a multitude of
machine-type communications (MTC) devices, thus calling for advanced strategies
for active user detection (AUD). Recent literature has delved into AUD
techniques based on compressed sensing, highlighting the critical role of
signal sparsity. This... | [
{
"created": "Thu, 8 Feb 2024 14:06:01 GMT",
"version": "v1"
}
] | 2024-02-09 | [
[
"de Jesus",
"Gabriel Martins",
""
],
[
"Lopez",
"Onel Luis Alcaraz",
""
],
[
"Souza",
"Richard Demo",
""
],
[
"Mahmood",
"Nurul Huda",
""
],
[
"Juntti",
"Markku",
""
],
[
"Latva-Aho",
"Matti",
""
]
] | Wireless communication systems must increasingly support a multitude of machine-type communications (MTC) devices, thus calling for advanced strategies for active user detection (AUD). Recent literature has delved into AUD techniques based on compressed sensing, highlighting the critical role of signal sparsity. This s... |
1809.10842 | Yi Wu | Yi Wu, Yuxin Wu, Aviv Tamar, Stuart Russell, Georgia Gkioxari,
Yuandong Tian | Learning and Planning with a Semantic Model | submitted to ICLR 2019 | null | null | null | cs.LG cs.AI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Building deep reinforcement learning agents that can generalize and adapt to
unseen environments remains a fundamental challenge for AI. This paper
describes progresses on this challenge in the context of man-made environments,
which are visually diverse but contain intrinsic semantic regularities. We
propose a hybri... | [
{
"created": "Fri, 28 Sep 2018 03:30:37 GMT",
"version": "v1"
}
] | 2018-10-01 | [
[
"Wu",
"Yi",
""
],
[
"Wu",
"Yuxin",
""
],
[
"Tamar",
"Aviv",
""
],
[
"Russell",
"Stuart",
""
],
[
"Gkioxari",
"Georgia",
""
],
[
"Tian",
"Yuandong",
""
]
] | Building deep reinforcement learning agents that can generalize and adapt to unseen environments remains a fundamental challenge for AI. This paper describes progresses on this challenge in the context of man-made environments, which are visually diverse but contain intrinsic semantic regularities. We propose a hybrid ... |
1810.11530 | Pascal Lamblin | Bart van Merri\"enboer, Olivier Breuleux, Arnaud Bergeron, Pascal
Lamblin | Automatic differentiation in ML: Where we are and where we should be
going | null | null | null | null | cs.LG cs.PL stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We review the current state of automatic differentiation (AD) for array
programming in machine learning (ML), including the different approaches such
as operator overloading (OO) and source transformation (ST) used for AD,
graph-based intermediate representations for programs, and source languages.
Based on these ins... | [
{
"created": "Fri, 26 Oct 2018 21:09:07 GMT",
"version": "v1"
},
{
"created": "Wed, 2 Jan 2019 21:16:54 GMT",
"version": "v2"
}
] | 2019-01-04 | [
[
"van Merriënboer",
"Bart",
""
],
[
"Breuleux",
"Olivier",
""
],
[
"Bergeron",
"Arnaud",
""
],
[
"Lamblin",
"Pascal",
""
]
] | We review the current state of automatic differentiation (AD) for array programming in machine learning (ML), including the different approaches such as operator overloading (OO) and source transformation (ST) used for AD, graph-based intermediate representations for programs, and source languages. Based on these insig... |
2108.04197 | Haokai Hong | Haokai Hong, Kai Ye, Min Jiang, Donglin Cao, Kay Chen Tan | Solving Large-Scale Multi-Objective Optimization via Probabilistic
Prediction Model | 17 pages, 2 figures | null | null | null | cs.NE cs.AI | http://creativecommons.org/licenses/by/4.0/ | The main feature of large-scale multi-objective optimization problems (LSMOP)
is to optimize multiple conflicting objectives while considering thousands of
decision variables at the same time. An efficient LSMOP algorithm should have
the ability to escape the local optimal solution from the huge search space and
find... | [
{
"created": "Fri, 16 Jul 2021 09:43:35 GMT",
"version": "v1"
}
] | 2021-08-10 | [
[
"Hong",
"Haokai",
""
],
[
"Ye",
"Kai",
""
],
[
"Jiang",
"Min",
""
],
[
"Cao",
"Donglin",
""
],
[
"Tan",
"Kay Chen",
""
]
] | The main feature of large-scale multi-objective optimization problems (LSMOP) is to optimize multiple conflicting objectives while considering thousands of decision variables at the same time. An efficient LSMOP algorithm should have the ability to escape the local optimal solution from the huge search space and find t... |
1911.08706 | Xing Niu | Xing Niu, Marine Carpuat | Controlling Neural Machine Translation Formality with Synthetic
Supervision | Accepted at AAAI 2020 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This work aims to produce translations that convey source language content at
a formality level that is appropriate for a particular audience. Framing this
problem as a neural sequence-to-sequence task ideally requires training
triplets consisting of a bilingual sentence pair labeled with target language
formality. H... | [
{
"created": "Wed, 20 Nov 2019 04:54:21 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Nov 2019 00:55:36 GMT",
"version": "v2"
}
] | 2019-12-02 | [
[
"Niu",
"Xing",
""
],
[
"Carpuat",
"Marine",
""
]
] | This work aims to produce translations that convey source language content at a formality level that is appropriate for a particular audience. Framing this problem as a neural sequence-to-sequence task ideally requires training triplets consisting of a bilingual sentence pair labeled with target language formality. How... |
1805.12393 | Yuyu Zhang | Yuyu Zhang, Hanjun Dai, Kamil Toraman, Le Song | KG^2: Learning to Reason Science Exam Questions with Contextual
Knowledge Graph Embeddings | null | null | null | null | cs.LG cs.AI cs.CL stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The AI2 Reasoning Challenge (ARC), a new benchmark dataset for question
answering (QA) has been recently released. ARC only contains natural science
questions authored for human exams, which are hard to answer and require
advanced logic reasoning. On the ARC Challenge Set, existing state-of-the-art
QA systems fail to... | [
{
"created": "Thu, 31 May 2018 09:39:14 GMT",
"version": "v1"
}
] | 2018-06-01 | [
[
"Zhang",
"Yuyu",
""
],
[
"Dai",
"Hanjun",
""
],
[
"Toraman",
"Kamil",
""
],
[
"Song",
"Le",
""
]
] | The AI2 Reasoning Challenge (ARC), a new benchmark dataset for question answering (QA) has been recently released. ARC only contains natural science questions authored for human exams, which are hard to answer and require advanced logic reasoning. On the ARC Challenge Set, existing state-of-the-art QA systems fail to s... |
1307.3054 | Sucheta Shrivastava | Sayali Nimkar, Sanal Varghese, Sucheta Shrivastava | Contrast Enhancement And Brightness Preservation Using Multi-
Decomposition Histogram Equalization | 9 pages,13 figures | SIPIJ, Vol.4, Issue.3, pp. 85-93 | 10.5121/sipij.2013.4308 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Histogram Equalization (HE) has been an essential addition to the Image
Enhancement world. Enhancement techniques like Classical Histogram Equalization
(CHE), Adaptive Histogram Equalization (ADHE), Bi-Histogram Equalization (BHE)
and Recursive Mean Separate Histogram Equalization (RMSHE) methods enhance
contrast, ho... | [
{
"created": "Thu, 11 Jul 2013 11:02:57 GMT",
"version": "v1"
}
] | 2013-07-12 | [
[
"Nimkar",
"Sayali",
""
],
[
"Varghese",
"Sanal",
""
],
[
"Shrivastava",
"Sucheta",
""
]
] | Histogram Equalization (HE) has been an essential addition to the Image Enhancement world. Enhancement techniques like Classical Histogram Equalization (CHE), Adaptive Histogram Equalization (ADHE), Bi-Histogram Equalization (BHE) and Recursive Mean Separate Histogram Equalization (RMSHE) methods enhance contrast, howe... |
1011.3170 | James Aspnes | James Aspnes | Slightly smaller splitter networks | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The classic renaming protocol of Moir and Anderson (1995) uses a network of
Theta(n^2) splitters to assign unique names to n processes with unbounded
initial names. We show how to reduce this bound to Theta(n^{3/2}) splitters.
| [
{
"created": "Sun, 14 Nov 2010 00:52:14 GMT",
"version": "v1"
}
] | 2010-11-16 | [
[
"Aspnes",
"James",
""
]
] | The classic renaming protocol of Moir and Anderson (1995) uses a network of Theta(n^2) splitters to assign unique names to n processes with unbounded initial names. We show how to reduce this bound to Theta(n^{3/2}) splitters. |
1907.11034 | Petra Van Den Bos | Petra van den Bos and Frits Vaandrager | State Identification for Labeled Transition Systems with Inputs and
Outputs | null | null | null | null | cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For Finite State Machines (FSMs) a rich testing theory has been developed to
discover aspects of their behavior and ensure their correct functioning.
Although this theory is widely used, e.g., to check conformance of protocol
implementations, its applicability is limited by restrictions of the FSM
framework: the fact... | [
{
"created": "Thu, 25 Jul 2019 13:28:31 GMT",
"version": "v1"
},
{
"created": "Tue, 22 Oct 2019 14:43:22 GMT",
"version": "v2"
}
] | 2019-10-23 | [
[
"Bos",
"Petra van den",
""
],
[
"Vaandrager",
"Frits",
""
]
] | For Finite State Machines (FSMs) a rich testing theory has been developed to discover aspects of their behavior and ensure their correct functioning. Although this theory is widely used, e.g., to check conformance of protocol implementations, its applicability is limited by restrictions of the FSM framework: the fact t... |
1509.02796 | Johannes K\"oster | Johannes K\"oster | Rust-Bio - a fast and safe bioinformatics library | null | null | 10.1093/bioinformatics/btv573 | null | cs.MS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present Rust-Bio, the first general purpose bioinformatics library for the
innovative Rust programming language. Rust-Bio leverages the unique combination
of speed, memory safety and high-level syntax offered by Rust to provide a fast
and safe set of bioinformatics algorithms and data structures with a focus on
se... | [
{
"created": "Wed, 9 Sep 2015 14:53:02 GMT",
"version": "v1"
}
] | 2015-10-08 | [
[
"Köster",
"Johannes",
""
]
] | We present Rust-Bio, the first general purpose bioinformatics library for the innovative Rust programming language. Rust-Bio leverages the unique combination of speed, memory safety and high-level syntax offered by Rust to provide a fast and safe set of bioinformatics algorithms and data structures with a focus on sequ... |
2406.13188 | Naiming (Lucy) Liu | Naiming Liu, Zichao Wang, Richard Baraniuk | Synthetic Context Generation for Question Generation | null | null | null | null | cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | Despite rapid advancements in large language models (LLMs), QG remains a
challenging problem due to its complicated process, open-ended nature, and the
diverse settings in which question generation occurs. A common approach to
address these challenges involves fine-tuning smaller, custom models using
datasets contain... | [
{
"created": "Wed, 19 Jun 2024 03:37:52 GMT",
"version": "v1"
}
] | 2024-06-21 | [
[
"Liu",
"Naiming",
""
],
[
"Wang",
"Zichao",
""
],
[
"Baraniuk",
"Richard",
""
]
] | Despite rapid advancements in large language models (LLMs), QG remains a challenging problem due to its complicated process, open-ended nature, and the diverse settings in which question generation occurs. A common approach to address these challenges involves fine-tuning smaller, custom models using datasets containin... |
2103.16185 | Jakub Ruszil | Jakub Ruszil | Approximation algorithm for finding short synchronizing words in
weighted automata | 9 pages, 2 figures | null | null | null | cs.FL cs.DM cs.DS math.CO | http://creativecommons.org/licenses/by/4.0/ | In this paper we are dealing with the issue of finding possibly short
synchronizing words in automata with weight assigned to each letter in the
alphabet $\Sigma$. First we discuss some complexity problems, and then we
present new approximation algorithm in four variations.
| [
{
"created": "Tue, 30 Mar 2021 09:07:57 GMT",
"version": "v1"
}
] | 2021-03-31 | [
[
"Ruszil",
"Jakub",
""
]
] | In this paper we are dealing with the issue of finding possibly short synchronizing words in automata with weight assigned to each letter in the alphabet $\Sigma$. First we discuss some complexity problems, and then we present new approximation algorithm in four variations. |
1206.3634 | Ankur Sahai | Ankur Sahai | Balls into Bins: strict Capacities and Edge Weights | null | null | null | null | cs.DS cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We explore a novel theoretical model for studying the performance of
distributed storage management systems where the data-centers have limited
capacities (as compared to storage space requested by the users). Prior schemes
such as Balls-into-bins (used for load balancing) neither consider bin
(consumer) capacities (... | [
{
"created": "Sat, 16 Jun 2012 07:33:30 GMT",
"version": "v1"
}
] | 2012-06-19 | [
[
"Sahai",
"Ankur",
""
]
] | We explore a novel theoretical model for studying the performance of distributed storage management systems where the data-centers have limited capacities (as compared to storage space requested by the users). Prior schemes such as Balls-into-bins (used for load balancing) neither consider bin (consumer) capacities (mu... |
2403.12031 | Xiuyu Li | Qitian Jason Hu, Jacob Bieker, Xiuyu Li, Nan Jiang, Benjamin Keigwin,
Gaurav Ranganath, Kurt Keutzer, Shriyash Kaustubh Upadhyay | RouterBench: A Benchmark for Multi-LLM Routing System | null | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As the range of applications for Large Language Models (LLMs) continues to
grow, the demand for effective serving solutions becomes increasingly critical.
Despite the versatility of LLMs, no single model can optimally address all
tasks and applications, particularly when balancing performance with cost. This
limitati... | [
{
"created": "Mon, 18 Mar 2024 17:59:04 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Mar 2024 17:56:28 GMT",
"version": "v2"
}
] | 2024-03-29 | [
[
"Hu",
"Qitian Jason",
""
],
[
"Bieker",
"Jacob",
""
],
[
"Li",
"Xiuyu",
""
],
[
"Jiang",
"Nan",
""
],
[
"Keigwin",
"Benjamin",
""
],
[
"Ranganath",
"Gaurav",
""
],
[
"Keutzer",
"Kurt",
""
],
[
"Upad... | As the range of applications for Large Language Models (LLMs) continues to grow, the demand for effective serving solutions becomes increasingly critical. Despite the versatility of LLMs, no single model can optimally address all tasks and applications, particularly when balancing performance with cost. This limitation... |
2403.13258 | Zengqiang Yan | Xian Lin, Yangyang Xiang, Zhehao Wang, Kwang-Ting Cheng, Zengqiang
Yan, Li Yu | SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Segment anything model (SAM), a foundation model with superior versatility
and generalization across diverse segmentation tasks, has attracted widespread
attention in medical imaging. However, it has been proved that SAM would
encounter severe performance degradation due to the lack of medical knowledge
in training a... | [
{
"created": "Wed, 20 Mar 2024 02:39:15 GMT",
"version": "v1"
}
] | 2024-03-21 | [
[
"Lin",
"Xian",
""
],
[
"Xiang",
"Yangyang",
""
],
[
"Wang",
"Zhehao",
""
],
[
"Cheng",
"Kwang-Ting",
""
],
[
"Yan",
"Zengqiang",
""
],
[
"Yu",
"Li",
""
]
] | Segment anything model (SAM), a foundation model with superior versatility and generalization across diverse segmentation tasks, has attracted widespread attention in medical imaging. However, it has been proved that SAM would encounter severe performance degradation due to the lack of medical knowledge in training and... |
1609.05876 | Roberto Alonso | Roberto Alonso, Ra\'ul Monroy, Eduardo Aguirre | On the Phase Transition of Finding a Biclique in a larger Bipartite
Graph | null | null | null | null | cs.AI cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We report on the phase transition of finding a complete subgraph, of
specified dimensions, in a bipartite graph. Finding a complete subgraph in a
bipartite graph is a problem that has growing attention in several domains,
including bioinformatics, social network analysis and domain clustering. A key
step for a succes... | [
{
"created": "Mon, 19 Sep 2016 19:22:08 GMT",
"version": "v1"
}
] | 2016-09-20 | [
[
"Alonso",
"Roberto",
""
],
[
"Monroy",
"Raúl",
""
],
[
"Aguirre",
"Eduardo",
""
]
] | We report on the phase transition of finding a complete subgraph, of specified dimensions, in a bipartite graph. Finding a complete subgraph in a bipartite graph is a problem that has growing attention in several domains, including bioinformatics, social network analysis and domain clustering. A key step for a successf... |
2110.11240 | Nathaniel Hoy | Nathaniel Hoy, Theodora Koulouri | A Systematic Review on the Detection of Fake News Articles | 22 Pages, 16 Figures, Currently submitted to ACM TIST - Awaiting
Peer-Review | null | null | null | cs.CL cs.AI cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | It has been argued that fake news and the spread of false information pose a
threat to societies throughout the world, from influencing the results of
elections to hindering the efforts to manage the COVID-19 pandemic. To combat
this threat, a number of Natural Language Processing (NLP) approaches have been
developed... | [
{
"created": "Mon, 18 Oct 2021 21:29:11 GMT",
"version": "v1"
}
] | 2021-10-22 | [
[
"Hoy",
"Nathaniel",
""
],
[
"Koulouri",
"Theodora",
""
]
] | It has been argued that fake news and the spread of false information pose a threat to societies throughout the world, from influencing the results of elections to hindering the efforts to manage the COVID-19 pandemic. To combat this threat, a number of Natural Language Processing (NLP) approaches have been developed. ... |
1511.08952 | Ndapa Nakashole | Ndapandula Nakashole | Bootstrapping Ternary Relation Extractors | 6 pages | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Binary relation extraction methods have been widely studied in recent years.
However, few methods have been developed for higher n-ary relation extraction.
One limiting factor is the effort required to generate training data. For
binary relations, one only has to provide a few dozen pairs of entities per
relation, as... | [
{
"created": "Sun, 29 Nov 2015 00:49:13 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Jul 2019 02:52:34 GMT",
"version": "v2"
}
] | 2019-07-18 | [
[
"Nakashole",
"Ndapandula",
""
]
] | Binary relation extraction methods have been widely studied in recent years. However, few methods have been developed for higher n-ary relation extraction. One limiting factor is the effort required to generate training data. For binary relations, one only has to provide a few dozen pairs of entities per relation, as t... |
2301.03728 | Armen Aghajanyan | Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen
Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke
Zettlemoyer | Scaling Laws for Generative Mixed-Modal Language Models | null | null | null | null | cs.CL cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Generative language models define distributions over sequences of tokens that
can represent essentially any combination of data modalities (e.g., any
permutation of image tokens from VQ-VAEs, speech tokens from HuBERT, BPE tokens
for language or code, and so on). To better understand the scaling properties
of such mi... | [
{
"created": "Tue, 10 Jan 2023 00:20:06 GMT",
"version": "v1"
}
] | 2023-01-11 | [
[
"Aghajanyan",
"Armen",
""
],
[
"Yu",
"Lili",
""
],
[
"Conneau",
"Alexis",
""
],
[
"Hsu",
"Wei-Ning",
""
],
[
"Hambardzumyan",
"Karen",
""
],
[
"Zhang",
"Susan",
""
],
[
"Roller",
"Stephen",
""
],
[
... | Generative language models define distributions over sequences of tokens that can represent essentially any combination of data modalities (e.g., any permutation of image tokens from VQ-VAEs, speech tokens from HuBERT, BPE tokens for language or code, and so on). To better understand the scaling properties of such mixe... |
1602.00430 | Biao Sun | Biao Sun, Wenfeng Zhao, Xinshan Zhu | Compressed Sensing for Implantable Neural Recordings Using Co-sparse
Analysis Model and Weighted $\ell_1$-Optimization | 22 pages, 11 figures | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Reliable and energy-efficient wireless data transmission remains a major
challenge in resource-constrained wireless neural recording tasks, where data
compression is generally adopted to relax the burdens on the wireless data
link. Recently, Compressed Sensing (CS) theory has successfully demonstrated
its potential i... | [
{
"created": "Mon, 1 Feb 2016 08:57:14 GMT",
"version": "v1"
}
] | 2016-02-02 | [
[
"Sun",
"Biao",
""
],
[
"Zhao",
"Wenfeng",
""
],
[
"Zhu",
"Xinshan",
""
]
] | Reliable and energy-efficient wireless data transmission remains a major challenge in resource-constrained wireless neural recording tasks, where data compression is generally adopted to relax the burdens on the wireless data link. Recently, Compressed Sensing (CS) theory has successfully demonstrated its potential in ... |
2208.11188 | Vincent Cicirello | Vincent A. Cicirello | On Fitness Landscape Analysis of Permutation Problems: From Distance
Metrics to Mutation Operator Selection | Accepted by: Mobile Networks and Applications, Special Issue on
Foundational Studies in Bio-Inspired Technologies | Mobile Networks and Applications, 28(2): 507-517, April 2023 | 10.1007/s11036-022-02060-z | null | cs.NE cs.AI cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we explore the theory and expand upon the practice of fitness
landscape analysis for optimization problems over the space of permutations.
Many of the computational and analytical tools for fitness landscape analysis,
such as fitness distance correlation, require identifying a distance metric for
measu... | [
{
"created": "Tue, 23 Aug 2022 20:46:49 GMT",
"version": "v1"
}
] | 2023-11-10 | [
[
"Cicirello",
"Vincent A.",
""
]
] | In this paper, we explore the theory and expand upon the practice of fitness landscape analysis for optimization problems over the space of permutations. Many of the computational and analytical tools for fitness landscape analysis, such as fitness distance correlation, require identifying a distance metric for measuri... |
1804.05258 | Ross M. McConnell | Pavol Hell and Jing Huang and Ross M. McConnell and Arash Rafiey | Interval-Like Graphs and Digraphs | null | null | null | null | cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We unify several seemingly different graph and digraph classes under one
umbrella. These classes are all broadly speaking different generalizations of
interval graphs, and include, in addition to interval graphs, also adjusted
interval digraphs, threshold graphs, complements of threshold tolerance graphs
(known as `c... | [
{
"created": "Sat, 14 Apr 2018 18:19:33 GMT",
"version": "v1"
},
{
"created": "Tue, 26 Jun 2018 21:41:10 GMT",
"version": "v2"
}
] | 2018-06-28 | [
[
"Hell",
"Pavol",
""
],
[
"Huang",
"Jing",
""
],
[
"McConnell",
"Ross M.",
""
],
[
"Rafiey",
"Arash",
""
]
] | We unify several seemingly different graph and digraph classes under one umbrella. These classes are all broadly speaking different generalizations of interval graphs, and include, in addition to interval graphs, also adjusted interval digraphs, threshold graphs, complements of threshold tolerance graphs (known as `co-... |
2210.12181 | Weizi Li | Weizi Li | Urban Socio-Technical Systems: An Autonomy and Mobility Perspective | null | null | null | null | cs.CY | http://creativecommons.org/licenses/by/4.0/ | The future of the human race is urban. The world's population is projected to
grow an additional 2.5 billion by 2050, with all expected to live in urban
areas. This will increase the percentage of urban population from 55% today to
70% within three decades and further strengthen the role of cities as the hub
for info... | [
{
"created": "Fri, 21 Oct 2022 18:15:41 GMT",
"version": "v1"
}
] | 2022-10-25 | [
[
"Li",
"Weizi",
""
]
] | The future of the human race is urban. The world's population is projected to grow an additional 2.5 billion by 2050, with all expected to live in urban areas. This will increase the percentage of urban population from 55% today to 70% within three decades and further strengthen the role of cities as the hub for inform... |
2006.09873 | Debanjan Ghosh | Debanjan Ghosh, Beata Beigman Klebanov, Yi Song | An Exploratory Study of Argumentative Writing by Young Students: A
Transformer-based Approach | 15th Workshop on Innovative Use of NLP for Building Educational
Applications, ACL 2020 | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a computational exploration of argument critique writing by young
students. Middle school students were asked to criticize an argument presented
in the prompt, focusing on identifying and explaining the reasoning flaws. This
task resembles an established college-level argument critique task. Lexical and
di... | [
{
"created": "Wed, 17 Jun 2020 13:55:31 GMT",
"version": "v1"
}
] | 2020-06-18 | [
[
"Ghosh",
"Debanjan",
""
],
[
"Klebanov",
"Beata Beigman",
""
],
[
"Song",
"Yi",
""
]
] | We present a computational exploration of argument critique writing by young students. Middle school students were asked to criticize an argument presented in the prompt, focusing on identifying and explaining the reasoning flaws. This task resembles an established college-level argument critique task. Lexical and disc... |
2204.01690 | Rahim Taheri | Meysam Ghahramani, Rahim Taheri, Mohammad Shojafar, Reza Javidan,
Shaohua Wan | Deep Image: A precious image based deep learning method for online
malware detection in IoT Environment | 10 pages, 17 figures, SUBMITTED TO IEEE INTERNET OF THINGS JOURNAL,
MARCH 2022 | null | null | null | cs.CR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The volume of malware and the number of attacks in IoT devices are rising
everyday, which encourages security professionals to continually enhance their
malware analysis tools. Researchers in the field of cyber security have
extensively explored the usage of sophisticated analytics and the efficiency of
malware detec... | [
{
"created": "Mon, 4 Apr 2022 17:56:55 GMT",
"version": "v1"
}
] | 2022-04-05 | [
[
"Ghahramani",
"Meysam",
""
],
[
"Taheri",
"Rahim",
""
],
[
"Shojafar",
"Mohammad",
""
],
[
"Javidan",
"Reza",
""
],
[
"Wan",
"Shaohua",
""
]
] | The volume of malware and the number of attacks in IoT devices are rising everyday, which encourages security professionals to continually enhance their malware analysis tools. Researchers in the field of cyber security have extensively explored the usage of sophisticated analytics and the efficiency of malware detecti... |
1701.05973 | Amirhossein Reisizadeh | Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman
Avestimehr | Coded Computation over Heterogeneous Clusters | This work is published in IEEE Transaction on Information Theory
(2019). A preliminary version of this work was published in IEEE
International Symposium on Information Theory (ISIT) 2017 | null | null | null | cs.DC cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In large-scale distributed computing clusters, such as Amazon EC2, there are
several types of "system noise" that can result in major degradation of
performance: bottlenecks due to limited communication bandwidth, latency due to
straggler nodes, etc. On the other hand, these systems enjoy abundance of
redundancy - a ... | [
{
"created": "Sat, 21 Jan 2017 03:11:47 GMT",
"version": "v1"
},
{
"created": "Fri, 16 Jun 2017 23:06:31 GMT",
"version": "v2"
},
{
"created": "Mon, 2 Apr 2018 21:43:11 GMT",
"version": "v3"
},
{
"created": "Tue, 9 Oct 2018 06:03:03 GMT",
"version": "v4"
},
{
"cre... | 2019-06-21 | [
[
"Reisizadeh",
"Amirhossein",
""
],
[
"Prakash",
"Saurav",
""
],
[
"Pedarsani",
"Ramtin",
""
],
[
"Avestimehr",
"Amir Salman",
""
]
] | In large-scale distributed computing clusters, such as Amazon EC2, there are several types of "system noise" that can result in major degradation of performance: bottlenecks due to limited communication bandwidth, latency due to straggler nodes, etc. On the other hand, these systems enjoy abundance of redundancy - a va... |
1904.08562 | Jonathan Sterling | Jonathan Sterling, Carlo Angiuli, Daniel Gratzer | Cubical Syntax for Reflection-Free Extensional Equality | Extended version; International Conference on Formal Structures for
Computation and Deduction (FSCD), 2019 | null | 10.4230/LIPIcs.FSCD.2019.31 | null | cs.LO math.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We contribute XTT, a cubical reconstruction of Observational Type Theory
which extends Martin-L\"of's intensional type theory with a dependent equality
type that enjoys function extensionality and a judgmental version of the
unicity of identity types principle (UIP): any two elements of the same
equality type are jud... | [
{
"created": "Thu, 18 Apr 2019 01:52:13 GMT",
"version": "v1"
},
{
"created": "Thu, 6 Jun 2019 19:43:41 GMT",
"version": "v2"
}
] | 2021-04-20 | [
[
"Sterling",
"Jonathan",
""
],
[
"Angiuli",
"Carlo",
""
],
[
"Gratzer",
"Daniel",
""
]
] | We contribute XTT, a cubical reconstruction of Observational Type Theory which extends Martin-L\"of's intensional type theory with a dependent equality type that enjoys function extensionality and a judgmental version of the unicity of identity types principle (UIP): any two elements of the same equality type are judgm... |
2403.15786 | Kaiwen Wang | Kaiwen Wang, Yinzhe Shen, Martin Lauer | Adversarial Defense Teacher for Cross-Domain Object Detection under Poor
Visibility Conditions | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Existing object detectors encounter challenges in handling domain shifts
between training and real-world data, particularly under poor visibility
conditions like fog and night. Cutting-edge cross-domain object detection
methods use teacher-student frameworks and compel teacher and student models to
produce consistent... | [
{
"created": "Sat, 23 Mar 2024 10:16:05 GMT",
"version": "v1"
}
] | 2024-03-26 | [
[
"Wang",
"Kaiwen",
""
],
[
"Shen",
"Yinzhe",
""
],
[
"Lauer",
"Martin",
""
]
] | Existing object detectors encounter challenges in handling domain shifts between training and real-world data, particularly under poor visibility conditions like fog and night. Cutting-edge cross-domain object detection methods use teacher-student frameworks and compel teacher and student models to produce consistent p... |
1903.07290 | Wonseok Ha | Wonseok Ha and Juhoon Back | An Output Feedback Stabilizer for MIMO Nonlinear Systems with Uncertain
Input Gain: Nonlinear Nominal Model | 8 pages, 6 figures | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper deals with the output feedback stabilization problem of nonlinear
multi-input multi-output systems having an uncertain input gain matrix. It is
assumed that the system has a well-defined vector relative degree and that the
zero dynamics is input-to-state stable. Based on the assumption that there
exists a ... | [
{
"created": "Mon, 18 Mar 2019 07:56:01 GMT",
"version": "v1"
}
] | 2019-03-19 | [
[
"Ha",
"Wonseok",
""
],
[
"Back",
"Juhoon",
""
]
] | This paper deals with the output feedback stabilization problem of nonlinear multi-input multi-output systems having an uncertain input gain matrix. It is assumed that the system has a well-defined vector relative degree and that the zero dynamics is input-to-state stable. Based on the assumption that there exists a st... |
2404.07963 | Songlin Xu | Songlin Xu, Xinyu Zhang, Lianhui Qin | EduAgent: Generative Student Agents in Learning | null | null | null | null | cs.CY cs.AI cs.CL cs.HC cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Student simulation in online education is important to address dynamic
learning behaviors of students with diverse backgrounds. Existing simulation
models based on deep learning usually need massive training data, lacking prior
knowledge in educational contexts. Large language models (LLMs) may contain
such prior kno... | [
{
"created": "Sat, 23 Mar 2024 18:19:17 GMT",
"version": "v1"
}
] | 2024-04-12 | [
[
"Xu",
"Songlin",
""
],
[
"Zhang",
"Xinyu",
""
],
[
"Qin",
"Lianhui",
""
]
] | Student simulation in online education is important to address dynamic learning behaviors of students with diverse backgrounds. Existing simulation models based on deep learning usually need massive training data, lacking prior knowledge in educational contexts. Large language models (LLMs) may contain such prior knowl... |
2209.07386 | Mete \c{S}eref Ahunbay | Mete \c{S}eref Ahunbay and Martin Bichler and Johannes Kn\"orr | Pricing Optimal Outcomes in Coupled and Non-Convex Markets: Theory and
Applications to Electricity Markets | 44 pages, 2 figures | null | null | null | cs.GT | http://creativecommons.org/licenses/by/4.0/ | According to the fundamental theorems of welfare economics, any competitive
equilibrium is Pareto efficient. Unfortunately, competitive equilibrium prices
only exist under strong assumptions such as perfectly divisible goods and
convex preferences. In many real-world markets, participants have non-convex
preferences ... | [
{
"created": "Thu, 15 Sep 2022 15:51:46 GMT",
"version": "v1"
},
{
"created": "Tue, 23 May 2023 13:43:12 GMT",
"version": "v2"
}
] | 2023-05-24 | [
[
"Ahunbay",
"Mete Şeref",
""
],
[
"Bichler",
"Martin",
""
],
[
"Knörr",
"Johannes",
""
]
] | According to the fundamental theorems of welfare economics, any competitive equilibrium is Pareto efficient. Unfortunately, competitive equilibrium prices only exist under strong assumptions such as perfectly divisible goods and convex preferences. In many real-world markets, participants have non-convex preferences an... |
2306.14142 | Eugene T.Y. Ang | Eugene Ang, Prasanta Bhattacharya, Andrew Lim | Estimating Policy Effects in a Social Network with Independent Set
Sampling | null | null | null | null | cs.SI stat.ME | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Evaluating the impact of policy interventions on respondents who are embedded
in a social network is often challenging due to the presence of network
interference within the treatment groups, as well as between treatment and
non-treatment groups throughout the network. In this paper, we propose a
modeling strategy th... | [
{
"created": "Sun, 25 Jun 2023 06:30:58 GMT",
"version": "v1"
},
{
"created": "Fri, 1 Sep 2023 12:30:40 GMT",
"version": "v2"
},
{
"created": "Mon, 26 Feb 2024 03:58:58 GMT",
"version": "v3"
}
] | 2024-02-27 | [
[
"Ang",
"Eugene",
""
],
[
"Bhattacharya",
"Prasanta",
""
],
[
"Lim",
"Andrew",
""
]
] | Evaluating the impact of policy interventions on respondents who are embedded in a social network is often challenging due to the presence of network interference within the treatment groups, as well as between treatment and non-treatment groups throughout the network. In this paper, we propose a modeling strategy that... |
2312.15964 | Hyun Kang | Hyun Kang, Dohae Lee, Myungjin Shin, In-Kwon Lee | Semantic Guidance Tuning for Text-To-Image Diffusion Models | Rework is being done | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by/4.0/ | Recent advancements in Text-to-Image (T2I) diffusion models have demonstrated
impressive success in generating high-quality images with zero-shot
generalization capabilities. Yet, current models struggle to closely adhere to
prompt semantics, often misrepresenting or overlooking specific attributes. To
address this, ... | [
{
"created": "Tue, 26 Dec 2023 09:02:17 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Jan 2024 04:55:29 GMT",
"version": "v2"
}
] | 2024-01-31 | [
[
"Kang",
"Hyun",
""
],
[
"Lee",
"Dohae",
""
],
[
"Shin",
"Myungjin",
""
],
[
"Lee",
"In-Kwon",
""
]
] | Recent advancements in Text-to-Image (T2I) diffusion models have demonstrated impressive success in generating high-quality images with zero-shot generalization capabilities. Yet, current models struggle to closely adhere to prompt semantics, often misrepresenting or overlooking specific attributes. To address this, we... |
0710.4905 | Oliver Kosut | Oliver Kosut, Lang Tong | Distributed Source Coding in the Presence of Byzantine Sensors | 14 pages. Submitted to IEEE Trans. on IT, Information-theoretic
Security special issue, February 2007. Revised October 2007 | null | 10.1109/TIT.2008.921867 | null | cs.IT math.IT | null | The distributed source coding problem is considered when the sensors, or
encoders, are under Byzantine attack; that is, an unknown group of sensors have
been reprogrammed by a malicious intruder to undermine the reconstruction at
the fusion center. Three different forms of the problem are considered. The
first is a v... | [
{
"created": "Thu, 25 Oct 2007 16:22:59 GMT",
"version": "v1"
}
] | 2016-11-15 | [
[
"Kosut",
"Oliver",
""
],
[
"Tong",
"Lang",
""
]
] | The distributed source coding problem is considered when the sensors, or encoders, are under Byzantine attack; that is, an unknown group of sensors have been reprogrammed by a malicious intruder to undermine the reconstruction at the fusion center. Three different forms of the problem are considered. The first is a var... |
0906.1182 | Paolo Mancarella | P. Mancarella, G. Terreni, F. Sadri, F. Toni, U. Endriss | The CIFF Proof Procedure for Abductive Logic Programming with
Constraints: Theory, Implementation and Experiments | null | null | null | null | cs.AI cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present the CIFF proof procedure for abductive logic programming with
constraints, and we prove its correctness. CIFF is an extension of the IFF
proof procedure for abductive logic programming, relaxing the original
restrictions over variable quantification (allowedness conditions) and
incorporating a constraint s... | [
{
"created": "Fri, 5 Jun 2009 16:13:23 GMT",
"version": "v1"
}
] | 2009-06-08 | [
[
"Mancarella",
"P.",
""
],
[
"Terreni",
"G.",
""
],
[
"Sadri",
"F.",
""
],
[
"Toni",
"F.",
""
],
[
"Endriss",
"U.",
""
]
] | We present the CIFF proof procedure for abductive logic programming with constraints, and we prove its correctness. CIFF is an extension of the IFF proof procedure for abductive logic programming, relaxing the original restrictions over variable quantification (allowedness conditions) and incorporating a constraint sol... |
2408.04092 | Steven Xia | Siyuan Xia, Chris Zhu, Tapan Srivastava, Bridget Fahey, Raul Castro
Fernandez | Programmable Dataflows: Abstraction and Programming Model for Data
Sharing | null | null | null | null | cs.DB | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Data sharing is central to a wide variety of applications such as fraud
detection, ad matching, and research. The lack of data sharing abstractions
makes the solution to each data sharing problem bespoke and cost-intensive,
hampering value generation. In this paper, we first introduce a data sharing
model to represen... | [
{
"created": "Wed, 7 Aug 2024 21:15:57 GMT",
"version": "v1"
}
] | 2024-08-09 | [
[
"Xia",
"Siyuan",
""
],
[
"Zhu",
"Chris",
""
],
[
"Srivastava",
"Tapan",
""
],
[
"Fahey",
"Bridget",
""
],
[
"Fernandez",
"Raul Castro",
""
]
] | Data sharing is central to a wide variety of applications such as fraud detection, ad matching, and research. The lack of data sharing abstractions makes the solution to each data sharing problem bespoke and cost-intensive, hampering value generation. In this paper, we first introduce a data sharing model to represent ... |
1901.09002 | Tai Sing Lee | Jielin Qiu, Ge Huang, Tai Sing Lee | A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal
Sequence Learning and Prediction | Some of the results are not replicable | null | null | null | cs.NE cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we developed a hierarchical network model, called Hierarchical
Prediction Network (HPNet), to understand how spatiotemporal memories might be
learned and encoded in the recurrent circuits in the visual cortical hierarchy
for predicting future video frames. This neurally inspired model operates in
the an... | [
{
"created": "Fri, 25 Jan 2019 18:03:17 GMT",
"version": "v1"
},
{
"created": "Fri, 1 Oct 2021 12:59:31 GMT",
"version": "v2"
}
] | 2021-10-04 | [
[
"Qiu",
"Jielin",
""
],
[
"Huang",
"Ge",
""
],
[
"Lee",
"Tai Sing",
""
]
] | In this paper we developed a hierarchical network model, called Hierarchical Prediction Network (HPNet), to understand how spatiotemporal memories might be learned and encoded in the recurrent circuits in the visual cortical hierarchy for predicting future video frames. This neurally inspired model operates in the anal... |
1207.1257 | Anton Belov | Anton Belov and Joao Marques-Silva | Generalizing Redundancy in Propositional Logic: Foundations and Hitting
Sets Duality | 13 pages; first part of series on labelled CNF formulas; fixed some
references | null | null | null | cs.LO cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Detection and elimination of redundant clauses from propositional formulas in
Conjunctive Normal Form (CNF) is a fundamental problem with numerous
application domains, including AI, and has been the subject of extensive
research. Moreover, a number of recent applications motivated various
extensions of this problem. ... | [
{
"created": "Thu, 5 Jul 2012 13:57:40 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Jul 2012 01:15:08 GMT",
"version": "v2"
}
] | 2012-07-11 | [
[
"Belov",
"Anton",
""
],
[
"Marques-Silva",
"Joao",
""
]
] | Detection and elimination of redundant clauses from propositional formulas in Conjunctive Normal Form (CNF) is a fundamental problem with numerous application domains, including AI, and has been the subject of extensive research. Moreover, a number of recent applications motivated various extensions of this problem. Fo... |
2011.10534 | Olivier Carton | Olivier Carton | Ambiguity through the lens of measure theory | null | null | null | null | cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we establish a strong link between the ambiguity for finite
words of a B\"uchi automaton and the ambiguity for infinite words of the same
automaton. This link is based on measure theory. More precisely, we show that
such an automaton is unambiguous, in the sense that no finite word labels two
runs with... | [
{
"created": "Fri, 20 Nov 2020 18:06:10 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Jan 2022 17:48:57 GMT",
"version": "v2"
},
{
"created": "Tue, 8 Feb 2022 14:26:46 GMT",
"version": "v3"
},
{
"created": "Fri, 22 Apr 2022 16:13:46 GMT",
"version": "v4"
}
] | 2022-04-25 | [
[
"Carton",
"Olivier",
""
]
] | In this paper, we establish a strong link between the ambiguity for finite words of a B\"uchi automaton and the ambiguity for infinite words of the same automaton. This link is based on measure theory. More precisely, we show that such an automaton is unambiguous, in the sense that no finite word labels two runs with t... |
2406.13355 | Umberto Mart\'inez-Pe\~nas | Umberto Mart\'inez-Pe\~nas and Rub\'en Rodr\'iguez-Ballesteros | Linear codes in the folded Hamming distance and the quasi MDS property | null | null | null | null | cs.IT math.IT | http://creativecommons.org/publicdomain/zero/1.0/ | In this work, we study linear codes with the folded Hamming distance, or
equivalently, codes with the classical Hamming distance that are linear over a
subfield. This includes additive codes. We study MDS codes in this setting and
define quasi MDS (QMDS) codes and dually QMDS codes, which attain a more
relaxed varian... | [
{
"created": "Wed, 19 Jun 2024 09:01:11 GMT",
"version": "v1"
}
] | 2024-06-21 | [
[
"Martínez-Peñas",
"Umberto",
""
],
[
"Rodríguez-Ballesteros",
"Rubén",
""
]
] | In this work, we study linear codes with the folded Hamming distance, or equivalently, codes with the classical Hamming distance that are linear over a subfield. This includes additive codes. We study MDS codes in this setting and define quasi MDS (QMDS) codes and dually QMDS codes, which attain a more relaxed variant ... |
1904.12058 | Muhan Zhang | Muhan Zhang, Yixin Chen | Inductive Matrix Completion Based on Graph Neural Networks | Accepted as a spotlight presentation at ICLR-2020 | null | null | null | cs.IR cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose an inductive matrix completion model without using side
information. By factorizing the (rating) matrix into the product of
low-dimensional latent embeddings of rows (users) and columns (items), a
majority of existing matrix completion methods are transductive, since the
learned embeddings cannot generaliz... | [
{
"created": "Fri, 26 Apr 2019 21:58:46 GMT",
"version": "v1"
},
{
"created": "Sun, 6 Oct 2019 03:08:54 GMT",
"version": "v2"
},
{
"created": "Sun, 16 Feb 2020 04:27:14 GMT",
"version": "v3"
}
] | 2020-02-18 | [
[
"Zhang",
"Muhan",
""
],
[
"Chen",
"Yixin",
""
]
] | We propose an inductive matrix completion model without using side information. By factorizing the (rating) matrix into the product of low-dimensional latent embeddings of rows (users) and columns (items), a majority of existing matrix completion methods are transductive, since the learned embeddings cannot generalize ... |
2203.10744 | Chen Wu | Changran Hu, Akshara Reddi Methukupalli, Yutong Zhou, Chen Wu, Yubo
Chen | Programming Language Agnostic Mining of Code and Language Pairs with
Sequence Labeling Based Question Answering | null | null | null | null | cs.CL cs.PL | http://creativecommons.org/licenses/by/4.0/ | Mining aligned natural language (NL) and programming language (PL) pairs is a
critical task to NL-PL understanding. Existing methods applied specialized
hand-crafted features or separately-trained models for each PL. However, they
usually suffered from low transferability across multiple PLs, especially for
niche PLs... | [
{
"created": "Mon, 21 Mar 2022 05:33:59 GMT",
"version": "v1"
}
] | 2022-03-22 | [
[
"Hu",
"Changran",
""
],
[
"Methukupalli",
"Akshara Reddi",
""
],
[
"Zhou",
"Yutong",
""
],
[
"Wu",
"Chen",
""
],
[
"Chen",
"Yubo",
""
]
] | Mining aligned natural language (NL) and programming language (PL) pairs is a critical task to NL-PL understanding. Existing methods applied specialized hand-crafted features or separately-trained models for each PL. However, they usually suffered from low transferability across multiple PLs, especially for niche PLs w... |
2302.04529 | Martijn Goorden | Martijn A. Goorden, Kim G. Larsen, Axel Legay, Florian Lorber, Ulrik
Nyman, Andrzej Wasowski | Timed I/O Automata: It is never too late to complete your timed
specification theory | Version submitted for review | null | null | null | cs.FL cs.SE | http://creativecommons.org/licenses/by/4.0/ | A specification theory combines notions of specifications and implementations
with a satisfaction relation, a refinement relation and a set of operators
supporting stepwise design. We develop a complete specification framework for
real-time systems using Timed I/O Automata as the specification formalism, with
the sem... | [
{
"created": "Thu, 9 Feb 2023 09:41:48 GMT",
"version": "v1"
},
{
"created": "Thu, 13 Jul 2023 07:50:12 GMT",
"version": "v2"
}
] | 2023-07-14 | [
[
"Goorden",
"Martijn A.",
""
],
[
"Larsen",
"Kim G.",
""
],
[
"Legay",
"Axel",
""
],
[
"Lorber",
"Florian",
""
],
[
"Nyman",
"Ulrik",
""
],
[
"Wasowski",
"Andrzej",
""
]
] | A specification theory combines notions of specifications and implementations with a satisfaction relation, a refinement relation and a set of operators supporting stepwise design. We develop a complete specification framework for real-time systems using Timed I/O Automata as the specification formalism, with the seman... |
2104.04474 | Chavit Denninnart | Chavit Denninnart, Mohsen Amini Salehi | Harnessing the Potential of Function-Reuse in Multimedia Cloud Systems | null | null | null | null | cs.DC cs.MM | http://creativecommons.org/licenses/by/4.0/ | Cloud-based computing systems can get oversubscribed due to the budget
constraints of their users or limitations in certain resource types. The
oversubscription can, in turn, degrade the users perceived Quality of Service
(QoS). The approach we investigate to mitigate both the oversubscription and
the incurred cost i... | [
{
"created": "Fri, 9 Apr 2021 16:45:53 GMT",
"version": "v1"
}
] | 2021-04-12 | [
[
"Denninnart",
"Chavit",
""
],
[
"Salehi",
"Mohsen Amini",
""
]
] | Cloud-based computing systems can get oversubscribed due to the budget constraints of their users or limitations in certain resource types. The oversubscription can, in turn, degrade the users perceived Quality of Service (QoS). The approach we investigate to mitigate both the oversubscription and the incurred cost is ... |
2108.05876 | Emiliano De Cristofaro | Pujan Paudel, Jeremy Blackburn, Emiliano De Cristofaro, Savvas
Zannettou, and Gianluca Stringhini | An Early Look at the Gettr Social Network | null | null | null | null | cs.CY cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents the first data-driven analysis of Gettr, a new social
network platform launched by former US President Donald Trump's team. Among
other things, we find that users on the platform heavily discuss politics, with
a focus on the Trump campaign in the US and Bolsonaro's in Brazil. Activity on
the platf... | [
{
"created": "Thu, 12 Aug 2021 17:49:30 GMT",
"version": "v1"
}
] | 2021-08-13 | [
[
"Paudel",
"Pujan",
""
],
[
"Blackburn",
"Jeremy",
""
],
[
"De Cristofaro",
"Emiliano",
""
],
[
"Zannettou",
"Savvas",
""
],
[
"Stringhini",
"Gianluca",
""
]
] | This paper presents the first data-driven analysis of Gettr, a new social network platform launched by former US President Donald Trump's team. Among other things, we find that users on the platform heavily discuss politics, with a focus on the Trump campaign in the US and Bolsonaro's in Brazil. Activity on the platfor... |
1712.07642 | Fereshteh Sadeghi | Fereshteh Sadeghi, Alexander Toshev, Eric Jang, Sergey Levine | Sim2Real View Invariant Visual Servoing by Recurrent Control | Supplementary video:
https://fsadeghi.github.io/Sim2RealViewInvariantServo | null | null | null | cs.CV cs.LG cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Humans are remarkably proficient at controlling their limbs and tools from a
wide range of viewpoints and angles, even in the presence of optical
distortions. In robotics, this ability is referred to as visual servoing:
moving a tool or end-point to a desired location using primarily visual
feedback. In this paper, w... | [
{
"created": "Wed, 20 Dec 2017 18:54:29 GMT",
"version": "v1"
}
] | 2017-12-21 | [
[
"Sadeghi",
"Fereshteh",
""
],
[
"Toshev",
"Alexander",
""
],
[
"Jang",
"Eric",
""
],
[
"Levine",
"Sergey",
""
]
] | Humans are remarkably proficient at controlling their limbs and tools from a wide range of viewpoints and angles, even in the presence of optical distortions. In robotics, this ability is referred to as visual servoing: moving a tool or end-point to a desired location using primarily visual feedback. In this paper, we ... |
2403.13433 | Zhouhong Gu | Zhouhong Gu, Xiaoxuan Zhu, Haoran Guo, Lin Zhang, Yin Cai, Hao Shen,
Jiangjie Chen, Zheyu Ye, Yifei Dai, Yan Gao, Yao Hu, Hongwei Feng, Yanghua
Xiao | AgentGroupChat: An Interactive Group Chat Simulacra For Better Eliciting
Emergent Behavior | null | null | null | null | cs.AI cs.CL cs.CY | http://creativecommons.org/licenses/by/4.0/ | Language significantly influences the formation and evolution of Human
emergent behavior, which is crucial in understanding collective intelligence
within human societies. Considering that the study of how language affects
human behavior needs to put it into the dynamic scenarios in which it is used,
we introduce Age... | [
{
"created": "Wed, 20 Mar 2024 09:21:32 GMT",
"version": "v1"
},
{
"created": "Thu, 4 Apr 2024 07:40:31 GMT",
"version": "v2"
}
] | 2024-04-05 | [
[
"Gu",
"Zhouhong",
""
],
[
"Zhu",
"Xiaoxuan",
""
],
[
"Guo",
"Haoran",
""
],
[
"Zhang",
"Lin",
""
],
[
"Cai",
"Yin",
""
],
[
"Shen",
"Hao",
""
],
[
"Chen",
"Jiangjie",
""
],
[
"Ye",
"Zheyu",
... | Language significantly influences the formation and evolution of Human emergent behavior, which is crucial in understanding collective intelligence within human societies. Considering that the study of how language affects human behavior needs to put it into the dynamic scenarios in which it is used, we introduce Agent... |
2006.07123 | Roman Pogodin | Roman Pogodin and Peter E. Latham | Kernelized information bottleneck leads to biologically plausible
3-factor Hebbian learning in deep networks | Accepted to NeurIPS 2020 | null | null | null | cs.LG q-bio.NC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The state-of-the art machine learning approach to training deep neural
networks, backpropagation, is implausible for real neural networks: neurons
need to know their outgoing weights; training alternates between a bottom-up
forward pass (computation) and a top-down backward pass (learning); and the
algorithm often ne... | [
{
"created": "Fri, 12 Jun 2020 12:30:53 GMT",
"version": "v1"
},
{
"created": "Fri, 23 Oct 2020 17:00:59 GMT",
"version": "v2"
}
] | 2020-10-26 | [
[
"Pogodin",
"Roman",
""
],
[
"Latham",
"Peter E.",
""
]
] | The state-of-the art machine learning approach to training deep neural networks, backpropagation, is implausible for real neural networks: neurons need to know their outgoing weights; training alternates between a bottom-up forward pass (computation) and a top-down backward pass (learning); and the algorithm often need... |
1706.00399 | Veit Elser | Veit Elser, Ti-Yen Lan and Tamir Bendory | Benchmark problems for phase retrieval | 27 pages, 10 figures, new references, modified appendix, improved
presentation | null | null | null | cs.IT math.IT physics.data-an | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, the mathematical and algorithmic aspects of the phase
retrieval problem have received considerable attention. Many papers in this
area mention crystallography as a principal application. In crystallography,
the signal to be recovered is periodic and comprised of atomic distributions
arranged homogene... | [
{
"created": "Thu, 1 Jun 2017 17:22:43 GMT",
"version": "v1"
},
{
"created": "Tue, 13 Feb 2018 20:31:32 GMT",
"version": "v2"
},
{
"created": "Thu, 14 Jun 2018 15:28:00 GMT",
"version": "v3"
}
] | 2018-06-15 | [
[
"Elser",
"Veit",
""
],
[
"Lan",
"Ti-Yen",
""
],
[
"Bendory",
"Tamir",
""
]
] | In recent years, the mathematical and algorithmic aspects of the phase retrieval problem have received considerable attention. Many papers in this area mention crystallography as a principal application. In crystallography, the signal to be recovered is periodic and comprised of atomic distributions arranged homogeneou... |
2312.09087 | J\"ames M\'en\'etrey | J\"ames M\'en\'etrey and Marcelo Pasin and Pascal Felber and Valerio
Schiavoni and Giovanni Mazzeo and Arne Hollum and Darshan Vaydia | A Comprehensive Trusted Runtime for WebAssembly with Intel SGX | This publication incorporates results from the VEDLIoT project, which
received funding from the European Union's Horizon 2020 research and
innovation programme under grant agreement No 957197. arXiv admin note: text
overlap with arXiv:2103.15860 | TDSC: IEEE Transactions on Dependable and Secure Computing,
November, 2023 | 10.1109/TDSC.2023.3334516 | null | cs.CR cs.PF cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In real-world scenarios, trusted execution environments (TEEs) frequently
host applications that lack the trust of the infrastructure provider, as well
as data owners who have specifically outsourced their data for remote
processing. We present Twine, a trusted runtime for running
WebAssembly-compiled applications wi... | [
{
"created": "Thu, 14 Dec 2023 16:19:00 GMT",
"version": "v1"
}
] | 2023-12-15 | [
[
"Ménétrey",
"Jämes",
""
],
[
"Pasin",
"Marcelo",
""
],
[
"Felber",
"Pascal",
""
],
[
"Schiavoni",
"Valerio",
""
],
[
"Mazzeo",
"Giovanni",
""
],
[
"Hollum",
"Arne",
""
],
[
"Vaydia",
"Darshan",
""
]
] | In real-world scenarios, trusted execution environments (TEEs) frequently host applications that lack the trust of the infrastructure provider, as well as data owners who have specifically outsourced their data for remote processing. We present Twine, a trusted runtime for running WebAssembly-compiled applications with... |
0712.4075 | Vitaly Skachek | Vitaly Skachek, Mark F. Flanagan, Eimear Byrne, Marcus Greferath | Polytope Representations for Linear-Programming Decoding of Non-Binary
Linear Codes | 5 pages, to appear in 2008 IEEE International Symposium on
Information Theory | null | 10.1109/ISIT.2008.4595239 | null | cs.IT math.IT | null | In previous work, we demonstrated how decoding of a non-binary linear code
could be formulated as a linear-programming problem. In this paper, we study
different polytopes for use with linear-programming decoding, and show that for
many classes of codes these polytopes yield a complexity advantage for
decoding. These... | [
{
"created": "Tue, 25 Dec 2007 15:44:01 GMT",
"version": "v1"
},
{
"created": "Thu, 17 Apr 2008 17:35:15 GMT",
"version": "v2"
}
] | 2016-11-18 | [
[
"Skachek",
"Vitaly",
""
],
[
"Flanagan",
"Mark F.",
""
],
[
"Byrne",
"Eimear",
""
],
[
"Greferath",
"Marcus",
""
]
] | In previous work, we demonstrated how decoding of a non-binary linear code could be formulated as a linear-programming problem. In this paper, we study different polytopes for use with linear-programming decoding, and show that for many classes of codes these polytopes yield a complexity advantage for decoding. These r... |
2405.03089 | Ismail Alkhouri | Xitong Zhang, Ismail R. Alkhouri, Rongrong Wang | Structure-Preserving Network Compression Via Low-Rank Induced Training
Through Linear Layers Composition | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | Deep Neural Networks (DNNs) have achieved remarkable success in addressing
many previously unsolvable tasks. However, the storage and computational
requirements associated with DNNs pose a challenge for deploying these trained
models on resource-limited devices. Therefore, a plethora of compression and
pruning techni... | [
{
"created": "Mon, 6 May 2024 00:58:23 GMT",
"version": "v1"
}
] | 2024-05-07 | [
[
"Zhang",
"Xitong",
""
],
[
"Alkhouri",
"Ismail R.",
""
],
[
"Wang",
"Rongrong",
""
]
] | Deep Neural Networks (DNNs) have achieved remarkable success in addressing many previously unsolvable tasks. However, the storage and computational requirements associated with DNNs pose a challenge for deploying these trained models on resource-limited devices. Therefore, a plethora of compression and pruning techniqu... |
2306.08925 | Xiaoyi Bao | Xiaoyi Bao, Xiaotong Jiang, Zhongqing Wang, Yue Zhang, and Guodong
Zhou | Opinion Tree Parsing for Aspect-based Sentiment Analysis | null | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Extracting sentiment elements using pre-trained generative models has
recently led to large improvements in aspect-based sentiment analysis
benchmarks. However, these models always need large-scale computing resources,
and they also ignore explicit modeling of structure between sentiment elements.
To address these ch... | [
{
"created": "Thu, 15 Jun 2023 07:53:14 GMT",
"version": "v1"
}
] | 2023-06-16 | [
[
"Bao",
"Xiaoyi",
""
],
[
"Jiang",
"Xiaotong",
""
],
[
"Wang",
"Zhongqing",
""
],
[
"Zhang",
"Yue",
""
],
[
"Zhou",
"Guodong",
""
]
] | Extracting sentiment elements using pre-trained generative models has recently led to large improvements in aspect-based sentiment analysis benchmarks. However, these models always need large-scale computing resources, and they also ignore explicit modeling of structure between sentiment elements. To address these chal... |
1911.09325 | Yafeng Liu | Liu Yafeng, Chen Tian, Liu Zhongyu, Zhang Lei, Hu Yanjun and Ding
Enjie | Simultaneous Implementation Features Extraction and Recognition Using
C3D Network for WiFi-based Human Activity Recognition | 11 pages, 8 figures, 5 tables | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Human actions recognition has attracted more and more people's attention.
Many technology have been developed to express human action's features, such as
image, skeleton-based, and channel state information(CSI). Among them, on
account of CSI's easy to be equipped and undemanding for light, and it has
gained more and... | [
{
"created": "Thu, 21 Nov 2019 07:45:46 GMT",
"version": "v1"
}
] | 2019-11-22 | [
[
"Yafeng",
"Liu",
""
],
[
"Tian",
"Chen",
""
],
[
"Zhongyu",
"Liu",
""
],
[
"Lei",
"Zhang",
""
],
[
"Yanjun",
"Hu",
""
],
[
"Enjie",
"Ding",
""
]
] | Human actions recognition has attracted more and more people's attention. Many technology have been developed to express human action's features, such as image, skeleton-based, and channel state information(CSI). Among them, on account of CSI's easy to be equipped and undemanding for light, and it has gained more and m... |
1607.00595 | Datong Zhou | Datong Zhou, Maximilian Balandat, Claire Tomlin | Residential Demand Response Targeting Using Machine Learning with
Observational Data | 8 pages | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The large scale deployment of Advanced Metering Infrastructure among
residential energy customers has served as a boon for energy systems research
relying on granular consumption data. Residential Demand Response aims to
utilize the flexibility of consumers to reduce their energy usage during times
when the grid is s... | [
{
"created": "Sun, 3 Jul 2016 05:32:50 GMT",
"version": "v1"
}
] | 2016-07-05 | [
[
"Zhou",
"Datong",
""
],
[
"Balandat",
"Maximilian",
""
],
[
"Tomlin",
"Claire",
""
]
] | The large scale deployment of Advanced Metering Infrastructure among residential energy customers has served as a boon for energy systems research relying on granular consumption data. Residential Demand Response aims to utilize the flexibility of consumers to reduce their energy usage during times when the grid is str... |
2404.00357 | Tao Li | Tao Li, Qinghua Tao, Weihao Yan, Zehao Lei, Yingwen Wu, Kun Fang,
Mingzhen He, Xiaolin Huang | Revisiting Random Weight Perturbation for Efficiently Improving
Generalization | Accepted to TMLR 2024 | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Improving the generalization ability of modern deep neural networks (DNNs) is
a fundamental challenge in machine learning. Two branches of methods have been
proposed to seek flat minima and improve generalization: one led by
sharpness-aware minimization (SAM) minimizes the worst-case neighborhood loss
through adversa... | [
{
"created": "Sat, 30 Mar 2024 13:18:27 GMT",
"version": "v1"
}
] | 2024-04-02 | [
[
"Li",
"Tao",
""
],
[
"Tao",
"Qinghua",
""
],
[
"Yan",
"Weihao",
""
],
[
"Lei",
"Zehao",
""
],
[
"Wu",
"Yingwen",
""
],
[
"Fang",
"Kun",
""
],
[
"He",
"Mingzhen",
""
],
[
"Huang",
"Xiaolin",
... | Improving the generalization ability of modern deep neural networks (DNNs) is a fundamental challenge in machine learning. Two branches of methods have been proposed to seek flat minima and improve generalization: one led by sharpness-aware minimization (SAM) minimizes the worst-case neighborhood loss through adversari... |
2312.10714 | Siqi Liu | Siqi Liu, Yong-Lu Li, Zhou Fang, Xinpeng Liu, Yang You, Cewu Lu | Primitive-based 3D Human-Object Interaction Modelling and Programming | AAAI2024 | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Embedding Human and Articulated Object Interaction (HAOI) in 3D is an
important direction for a deeper human activity understanding. Different from
previous works that use parametric and CAD models to represent humans and
objects, in this work, we propose a novel 3D geometric primitive-based language
to encode both h... | [
{
"created": "Sun, 17 Dec 2023 13:16:49 GMT",
"version": "v1"
}
] | 2023-12-19 | [
[
"Liu",
"Siqi",
""
],
[
"Li",
"Yong-Lu",
""
],
[
"Fang",
"Zhou",
""
],
[
"Liu",
"Xinpeng",
""
],
[
"You",
"Yang",
""
],
[
"Lu",
"Cewu",
""
]
] | Embedding Human and Articulated Object Interaction (HAOI) in 3D is an important direction for a deeper human activity understanding. Different from previous works that use parametric and CAD models to represent humans and objects, in this work, we propose a novel 3D geometric primitive-based language to encode both hum... |
2206.04935 | Max M\"uller-Eberstein | Max M\"uller-Eberstein, Rob van der Goot and Barbara Plank | Sort by Structure: Language Model Ranking as Dependency Probing | Accepted at NAACL 2022 (Main Conference) | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Making an informed choice of pre-trained language model (LM) is critical for
performance, yet environmentally costly, and as such widely underexplored. The
field of Computer Vision has begun to tackle encoder ranking, with promising
forays into Natural Language Processing, however they lack coverage of
linguistic tas... | [
{
"created": "Fri, 10 Jun 2022 08:10:29 GMT",
"version": "v1"
}
] | 2022-06-13 | [
[
"Müller-Eberstein",
"Max",
""
],
[
"van der Goot",
"Rob",
""
],
[
"Plank",
"Barbara",
""
]
] | Making an informed choice of pre-trained language model (LM) is critical for performance, yet environmentally costly, and as such widely underexplored. The field of Computer Vision has begun to tackle encoder ranking, with promising forays into Natural Language Processing, however they lack coverage of linguistic tasks... |
2403.18555 | Philip Kenneweg | Philip Kenneweg, Sarah Schr\"oder, Alexander Schulz, Barbara Hammer | Debiasing Sentence Embedders through Contrastive Word Pairs | null | null | 10.5220/0011615300003411 | null | cs.CL | http://creativecommons.org/publicdomain/zero/1.0/ | Over the last years, various sentence embedders have been an integral part in
the success of current machine learning approaches to Natural Language
Processing (NLP). Unfortunately, multiple sources have shown that the bias,
inherent in the datasets upon which these embedding methods are trained, is
learned by them. ... | [
{
"created": "Wed, 27 Mar 2024 13:34:59 GMT",
"version": "v1"
}
] | 2024-03-28 | [
[
"Kenneweg",
"Philip",
""
],
[
"Schröder",
"Sarah",
""
],
[
"Schulz",
"Alexander",
""
],
[
"Hammer",
"Barbara",
""
]
] | Over the last years, various sentence embedders have been an integral part in the success of current machine learning approaches to Natural Language Processing (NLP). Unfortunately, multiple sources have shown that the bias, inherent in the datasets upon which these embedding methods are trained, is learned by them. A ... |
2309.02011 | Pascal Mattia Esser | Pascal Esser, Satyaki Mukherjee, Debarghya Ghoshdastidar | Representation Learning Dynamics of Self-Supervised Models | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Self-Supervised Learning (SSL) is an important paradigm for learning
representations from unlabelled data, and SSL with neural networks has been
highly successful in practice. However current theoretical analysis of SSL is
mostly restricted to generalisation error bounds. In contrast, learning
dynamics often provide ... | [
{
"created": "Tue, 5 Sep 2023 07:48:45 GMT",
"version": "v1"
}
] | 2023-09-06 | [
[
"Esser",
"Pascal",
""
],
[
"Mukherjee",
"Satyaki",
""
],
[
"Ghoshdastidar",
"Debarghya",
""
]
] | Self-Supervised Learning (SSL) is an important paradigm for learning representations from unlabelled data, and SSL with neural networks has been highly successful in practice. However current theoretical analysis of SSL is mostly restricted to generalisation error bounds. In contrast, learning dynamics often provide a ... |
2408.07966 | Shunxin Guo | Shunxin Guo, Hongsong Wang, Shuxia Lin, Zhiqiang Kou, Xin Geng | Addressing Skewed Heterogeneity via Federated Prototype Rectification
with Personalization | null | null | null | null | cs.LG cs.DC | http://creativecommons.org/licenses/by/4.0/ | Federated learning is an efficient framework designed to facilitate
collaborative model training across multiple distributed devices while
preserving user data privacy. A significant challenge of federated learning is
data-level heterogeneity, i.e., skewed or long-tailed distribution of private
data. Although various... | [
{
"created": "Thu, 15 Aug 2024 06:26:46 GMT",
"version": "v1"
}
] | 2024-08-16 | [
[
"Guo",
"Shunxin",
""
],
[
"Wang",
"Hongsong",
""
],
[
"Lin",
"Shuxia",
""
],
[
"Kou",
"Zhiqiang",
""
],
[
"Geng",
"Xin",
""
]
] | Federated learning is an efficient framework designed to facilitate collaborative model training across multiple distributed devices while preserving user data privacy. A significant challenge of federated learning is data-level heterogeneity, i.e., skewed or long-tailed distribution of private data. Although various m... |
2309.12708 | Yuxiang Yan | Yuxiang Yan, Boda Liu, Jianfei Ai, Qinbu Li, Ru Wan, Jian Pu | PointSSC: A Cooperative Vehicle-Infrastructure Point Cloud Benchmark for
Semantic Scene Completion | ICRA2024, oral & poster | null | null | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Semantic Scene Completion (SSC) aims to jointly generate space occupancies
and semantic labels for complex 3D scenes. Most existing SSC models focus on
volumetric representations, which are memory-inefficient for large outdoor
spaces. Point clouds provide a lightweight alternative but existing benchmarks
lack outdoor... | [
{
"created": "Fri, 22 Sep 2023 08:39:16 GMT",
"version": "v1"
},
{
"created": "Thu, 7 Mar 2024 02:50:04 GMT",
"version": "v2"
}
] | 2024-03-08 | [
[
"Yan",
"Yuxiang",
""
],
[
"Liu",
"Boda",
""
],
[
"Ai",
"Jianfei",
""
],
[
"Li",
"Qinbu",
""
],
[
"Wan",
"Ru",
""
],
[
"Pu",
"Jian",
""
]
] | Semantic Scene Completion (SSC) aims to jointly generate space occupancies and semantic labels for complex 3D scenes. Most existing SSC models focus on volumetric representations, which are memory-inefficient for large outdoor spaces. Point clouds provide a lightweight alternative but existing benchmarks lack outdoor p... |
1508.05189 | Hartmut Klauck | Ralph C. Bottesch, Dmitry Gavinsky, Hartmut Klauck | Correlation in Hard Distributions in Communication Complexity | null | null | null | null | cs.CC quant-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the effect that the amount of correlation in a bipartite
distribution has on the communication complexity of a problem under that
distribution. We introduce a new family of complexity measures that
interpolates between the two previously studied extreme cases: the (standard)
randomised communication complexi... | [
{
"created": "Fri, 21 Aug 2015 07:05:39 GMT",
"version": "v1"
}
] | 2015-08-25 | [
[
"Bottesch",
"Ralph C.",
""
],
[
"Gavinsky",
"Dmitry",
""
],
[
"Klauck",
"Hartmut",
""
]
] | We study the effect that the amount of correlation in a bipartite distribution has on the communication complexity of a problem under that distribution. We introduce a new family of complexity measures that interpolates between the two previously studied extreme cases: the (standard) randomised communication complexity... |
1802.06157 | Matthieu Lequesne | Matthieu Lequesne, Jean-Pierre Tillich | Attack on the Edon-K Key Encapsulation Mechanism | Submitted to ISIT 2018 | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The key encapsulation mechanism Edon-K was proposed in response to the call
for post-quantum cryptography standardization issued by the National Institute
of Standards and Technologies (NIST). This scheme is inspired by the McEliece
scheme but uses another family of codes defined over $\mathbb{F}_{2^{128}}$
instead o... | [
{
"created": "Fri, 16 Feb 2018 23:06:50 GMT",
"version": "v1"
}
] | 2018-02-20 | [
[
"Lequesne",
"Matthieu",
""
],
[
"Tillich",
"Jean-Pierre",
""
]
] | The key encapsulation mechanism Edon-K was proposed in response to the call for post-quantum cryptography standardization issued by the National Institute of Standards and Technologies (NIST). This scheme is inspired by the McEliece scheme but uses another family of codes defined over $\mathbb{F}_{2^{128}}$ instead of ... |
cs/0412095 | Mirela Damian | Mirela Damian and Joseph O'Rourke | Partitioning Regular Polygons into Circular Pieces II:Nonconvex
Partitions | 13 pages, 11 figures | null | null | null | cs.CG cs.DM | null | We explore optimal circular nonconvex partitions of regular k-gons. The
circularity of a polygon is measured by its aspect ratio: the ratio of the
radii of the smallest circumscribing circle to the largest inscribed disk. An
optimal circular partition minimizes the maximum ratio over all pieces in the
partition. We s... | [
{
"created": "Tue, 21 Dec 2004 05:41:11 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Damian",
"Mirela",
""
],
[
"O'Rourke",
"Joseph",
""
]
] | We explore optimal circular nonconvex partitions of regular k-gons. The circularity of a polygon is measured by its aspect ratio: the ratio of the radii of the smallest circumscribing circle to the largest inscribed disk. An optimal circular partition minimizes the maximum ratio over all pieces in the partition. We sho... |
2109.10750 | Hongbo Zhang | Hongbo Zhang, Yunshuang Li, Yipin Guo, Xinyi Chen, Qinyuan Ren | Control of Pneumatic Artificial Muscles with SNN-based Cerebellar-like
Model | null | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | Soft robotics technologies have gained growing interest in recent years,
which allows various applications from manufacturing to human-robot
interaction. Pneumatic artificial muscle (PAM), a typical soft actuator, has
been widely applied to soft robots. The compliance and resilience of soft
actuators allow soft robot... | [
{
"created": "Wed, 22 Sep 2021 14:11:05 GMT",
"version": "v1"
}
] | 2021-09-23 | [
[
"Zhang",
"Hongbo",
""
],
[
"Li",
"Yunshuang",
""
],
[
"Guo",
"Yipin",
""
],
[
"Chen",
"Xinyi",
""
],
[
"Ren",
"Qinyuan",
""
]
] | Soft robotics technologies have gained growing interest in recent years, which allows various applications from manufacturing to human-robot interaction. Pneumatic artificial muscle (PAM), a typical soft actuator, has been widely applied to soft robots. The compliance and resilience of soft actuators allow soft robots ... |
cs/0511016 | Santo Fortunato Dr | Santo Fortunato, Marian Boguna, Alessandro Flammini, Filippo Menczer | How to make the top ten: Approximating PageRank from in-degree | 8 pages, 7 figures, 2 tables | null | null | null | cs.IR physics.soc-ph | null | PageRank has become a key element in the success of search engines, allowing
to rank the most important hits in the top screen of results. One key aspect
that distinguishes PageRank from other prestige measures such as in-degree is
its global nature. From the information provider perspective, this makes it
difficult ... | [
{
"created": "Thu, 3 Nov 2005 23:01:50 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Fortunato",
"Santo",
""
],
[
"Boguna",
"Marian",
""
],
[
"Flammini",
"Alessandro",
""
],
[
"Menczer",
"Filippo",
""
]
] | PageRank has become a key element in the success of search engines, allowing to rank the most important hits in the top screen of results. One key aspect that distinguishes PageRank from other prestige measures such as in-degree is its global nature. From the information provider perspective, this makes it difficult or... |
2105.03137 | Karl-Ludwig Besser | Eduard Jorswieck, Andrew Lonnstrom, Karl-Ludwig Besser, Stefan Rothe,
Juergen W. Czarske | Achievable Physical-Layer Secrecy in Multi-Mode Fiber Channels using
Artificial Noise | 5 pages, 2 figures | null | 10.1109/ISWCS49558.2021.9562176 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Reliable and secure communication is an important aspect of modern fiber
optic communication. In this work we consider a multi-mode fiber (MMF) channel
wiretapped by an eavesdropper. We assume the transmitter knows the legitimate
channel, but statistical knowledge of the eavesdropper's channel only. We
propose a tran... | [
{
"created": "Fri, 7 May 2021 09:29:25 GMT",
"version": "v1"
}
] | 2021-10-22 | [
[
"Jorswieck",
"Eduard",
""
],
[
"Lonnstrom",
"Andrew",
""
],
[
"Besser",
"Karl-Ludwig",
""
],
[
"Rothe",
"Stefan",
""
],
[
"Czarske",
"Juergen W.",
""
]
] | Reliable and secure communication is an important aspect of modern fiber optic communication. In this work we consider a multi-mode fiber (MMF) channel wiretapped by an eavesdropper. We assume the transmitter knows the legitimate channel, but statistical knowledge of the eavesdropper's channel only. We propose a transm... |
1602.05568 | Mohammad Taha Bahadori | Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine
Coffey, Jimeng Sun | Multi-layer Representation Learning for Medical Concepts | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Learning efficient representations for concepts has been proven to be an
important basis for many applications such as machine translation or document
classification. Proper representations of medical concepts such as diagnosis,
medication, procedure codes and visits will have broad applications in
healthcare analyti... | [
{
"created": "Wed, 17 Feb 2016 20:55:40 GMT",
"version": "v1"
}
] | 2016-02-18 | [
[
"Choi",
"Edward",
""
],
[
"Bahadori",
"Mohammad Taha",
""
],
[
"Searles",
"Elizabeth",
""
],
[
"Coffey",
"Catherine",
""
],
[
"Sun",
"Jimeng",
""
]
] | Learning efficient representations for concepts has been proven to be an important basis for many applications such as machine translation or document classification. Proper representations of medical concepts such as diagnosis, medication, procedure codes and visits will have broad applications in healthcare analytics... |
2309.08776 | Josselin Somerville Roberts | Josselin Somerville Roberts, Julia Di | Projected Task-Specific Layers for Multi-Task Reinforcement Learning | null | ICRA 2024 | null | null | cs.LG cs.AI cs.RO | http://creativecommons.org/licenses/by/4.0/ | Multi-task reinforcement learning could enable robots to scale across a wide
variety of manipulation tasks in homes and workplaces. However, generalizing
from one task to another and mitigating negative task interference still
remains a challenge. Addressing this challenge by successfully sharing
information across t... | [
{
"created": "Fri, 15 Sep 2023 21:42:06 GMT",
"version": "v1"
},
{
"created": "Wed, 6 Mar 2024 18:51:45 GMT",
"version": "v2"
}
] | 2024-03-07 | [
[
"Roberts",
"Josselin Somerville",
""
],
[
"Di",
"Julia",
""
]
] | Multi-task reinforcement learning could enable robots to scale across a wide variety of manipulation tasks in homes and workplaces. However, generalizing from one task to another and mitigating negative task interference still remains a challenge. Addressing this challenge by successfully sharing information across tas... |
2308.06672 | Yong Wang | Yong Wang and Yanzhong Yao and Jiawei Guo and Zhiming Gao | A practical PINN framework for multi-scale problems with multi-magnitude
loss terms | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For multi-scale problems, the conventional physics-informed neural networks
(PINNs) face some challenges in obtaining available predictions. In this paper,
based on PINNs, we propose a practical deep learning framework for multi-scale
problems by reconstructing the loss function and associating it with special
neural... | [
{
"created": "Sun, 13 Aug 2023 03:26:01 GMT",
"version": "v1"
},
{
"created": "Sun, 29 Oct 2023 16:22:20 GMT",
"version": "v2"
}
] | 2023-10-31 | [
[
"Wang",
"Yong",
""
],
[
"Yao",
"Yanzhong",
""
],
[
"Guo",
"Jiawei",
""
],
[
"Gao",
"Zhiming",
""
]
] | For multi-scale problems, the conventional physics-informed neural networks (PINNs) face some challenges in obtaining available predictions. In this paper, based on PINNs, we propose a practical deep learning framework for multi-scale problems by reconstructing the loss function and associating it with special neural n... |
1106.3858 | Yi Gai | Yi Gai, Hua Liu, and Bhaskar Krishnamachari | A Packet Dropping Mechanism for Efficient Operation of M/M/1 Queues with
Selfish Users | This work is an extended version of the conference paper: Y. Gai, H.
Liu and B. Krishnamachari, "A packet dropping-based incentive mechanism for
M/M/1 queues with selfish users", the 30th IEEE International Conference on
Computer Communications (IEEE INFOCOM 2011), China, April, 2011 | null | 10.1016/j.comnet.2015.12.009 | null | cs.GT cs.NI math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a fundamental game theoretic problem concerning selfish users
contributing packets to an M/M/1 queue. In this game, each user controls its
own input rate so as to optimize a desired tradeoff between throughput and
delay. We first show that the original game has an inefficient Nash Equilibrium
(NE), with a... | [
{
"created": "Mon, 20 Jun 2011 10:40:21 GMT",
"version": "v1"
}
] | 2016-11-17 | [
[
"Gai",
"Yi",
""
],
[
"Liu",
"Hua",
""
],
[
"Krishnamachari",
"Bhaskar",
""
]
] | We consider a fundamental game theoretic problem concerning selfish users contributing packets to an M/M/1 queue. In this game, each user controls its own input rate so as to optimize a desired tradeoff between throughput and delay. We first show that the original game has an inefficient Nash Equilibrium (NE), with a P... |
2008.10038 | Pengfei Ge | Pengfei Ge, Chuan-Xian Ren, Jiashi Feng, Shuicheng Yan | Dual Adversarial Auto-Encoders for Clustering | null | null | 10.1109/TNNLS.2019.2919948 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As a powerful approach for exploratory data analysis, unsupervised clustering
is a fundamental task in computer vision and pattern recognition. Many
clustering algorithms have been developed, but most of them perform
unsatisfactorily on the data with complex structures. Recently, Adversarial
Auto-Encoder (AAE) shows ... | [
{
"created": "Sun, 23 Aug 2020 13:16:34 GMT",
"version": "v1"
}
] | 2020-08-25 | [
[
"Ge",
"Pengfei",
""
],
[
"Ren",
"Chuan-Xian",
""
],
[
"Feng",
"Jiashi",
""
],
[
"Yan",
"Shuicheng",
""
]
] | As a powerful approach for exploratory data analysis, unsupervised clustering is a fundamental task in computer vision and pattern recognition. Many clustering algorithms have been developed, but most of them perform unsatisfactorily on the data with complex structures. Recently, Adversarial Auto-Encoder (AAE) shows ef... |
1607.03830 | Jian Du | Jian Du and Yik-Chung Wu | Distributed Clock Skew and Offset Estimation in Wireless Sensor
Networks: Asynchronous Algorithm and Convergence Analysis | null | null | null | null | cs.DC cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we propose a fully distributed algorithm for joint clock skew
and offset estimation in wireless sensor networks based on belief propagation.
In the proposed algorithm, each node can estimate its clock skew and offset in
a completely distributed and asynchronous way: some nodes may update their
estimate... | [
{
"created": "Sun, 10 Jul 2016 15:38:22 GMT",
"version": "v1"
}
] | 2016-07-14 | [
[
"Du",
"Jian",
""
],
[
"Wu",
"Yik-Chung",
""
]
] | In this paper, we propose a fully distributed algorithm for joint clock skew and offset estimation in wireless sensor networks based on belief propagation. In the proposed algorithm, each node can estimate its clock skew and offset in a completely distributed and asynchronous way: some nodes may update their estimates ... |
1912.01438 | Zirui Wang | Zirui Wang, Shuda Li, Henry Howard-Jenkins, Victor Adrian Prisacariu,
Min Chen | FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation | WACV 2020 | null | null | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present FlowNet3D++, a deep scene flow estimation network. Inspired by
classical methods, FlowNet3D++ incorporates geometric constraints in the form
of point-to-plane distance and angular alignment between individual vectors in
the flow field, into FlowNet3D. We demonstrate that the addition of these
geometric los... | [
{
"created": "Tue, 3 Dec 2019 14:53:56 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Dec 2019 11:16:06 GMT",
"version": "v2"
},
{
"created": "Mon, 26 Apr 2021 14:00:11 GMT",
"version": "v3"
}
] | 2021-04-27 | [
[
"Wang",
"Zirui",
""
],
[
"Li",
"Shuda",
""
],
[
"Howard-Jenkins",
"Henry",
""
],
[
"Prisacariu",
"Victor Adrian",
""
],
[
"Chen",
"Min",
""
]
] | We present FlowNet3D++, a deep scene flow estimation network. Inspired by classical methods, FlowNet3D++ incorporates geometric constraints in the form of point-to-plane distance and angular alignment between individual vectors in the flow field, into FlowNet3D. We demonstrate that the addition of these geometric loss ... |
1901.08479 | Jaehoon Cha | Jaehoon Cha, Kyeong Soo Kim, Sanghyuk Lee | On the Transformation of Latent Space in Autoencoders | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Noting the importance of the latent variables in inference and learning, we
propose a novel framework for autoencoders based on the homeomorphic
transformation of latent variables, which could reduce the distance between
vectors in the transformed space, while preserving the topological properties
of the original spa... | [
{
"created": "Thu, 24 Jan 2019 16:13:24 GMT",
"version": "v1"
},
{
"created": "Mon, 3 Jun 2019 14:35:57 GMT",
"version": "v2"
}
] | 2019-06-04 | [
[
"Cha",
"Jaehoon",
""
],
[
"Kim",
"Kyeong Soo",
""
],
[
"Lee",
"Sanghyuk",
""
]
] | Noting the importance of the latent variables in inference and learning, we propose a novel framework for autoencoders based on the homeomorphic transformation of latent variables, which could reduce the distance between vectors in the transformed space, while preserving the topological properties of the original space... |
1708.08552 | Xuanqing Liu | Xuanqing Liu, Cho-Jui Hsieh, Jason D. Lee and Yuekai Sun | An inexact subsampled proximal Newton-type method for large-scale
machine learning | null | null | null | null | cs.LG cs.NA stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a fast proximal Newton-type algorithm for minimizing regularized
finite sums that returns an $\epsilon$-suboptimal point in
$\tilde{\mathcal{O}}(d(n + \sqrt{\kappa d})\log(\frac{1}{\epsilon}))$ FLOPS,
where $n$ is number of samples, $d$ is feature dimension, and $\kappa$ is the
condition number. As long as... | [
{
"created": "Mon, 28 Aug 2017 22:47:48 GMT",
"version": "v1"
}
] | 2017-08-30 | [
[
"Liu",
"Xuanqing",
""
],
[
"Hsieh",
"Cho-Jui",
""
],
[
"Lee",
"Jason D.",
""
],
[
"Sun",
"Yuekai",
""
]
] | We propose a fast proximal Newton-type algorithm for minimizing regularized finite sums that returns an $\epsilon$-suboptimal point in $\tilde{\mathcal{O}}(d(n + \sqrt{\kappa d})\log(\frac{1}{\epsilon}))$ FLOPS, where $n$ is number of samples, $d$ is feature dimension, and $\kappa$ is the condition number. As long as $... |
2405.00028 | Pavan L. Veluvali | Pavan L. Veluvali, Jan Heiland, Peter Benner | MaRDIFlow: A CSE workflow framework for abstracting meta-data from FAIR
computational experiments | 13 pages, 7 figures | null | null | null | cs.DC | http://creativecommons.org/licenses/by/4.0/ | Numerical algorithms and computational tools are instrumental in navigating
and addressing complex simulation and data processing tasks. The exponential
growth of metadata and parameter-driven simulations has led to an increasing
demand for automated workflows that can replicate computational experiments
across platf... | [
{
"created": "Wed, 28 Feb 2024 16:13:17 GMT",
"version": "v1"
}
] | 2024-05-02 | [
[
"Veluvali",
"Pavan L.",
""
],
[
"Heiland",
"Jan",
""
],
[
"Benner",
"Peter",
""
]
] | Numerical algorithms and computational tools are instrumental in navigating and addressing complex simulation and data processing tasks. The exponential growth of metadata and parameter-driven simulations has led to an increasing demand for automated workflows that can replicate computational experiments across platfor... |
2103.13814 | Ni Xiao | Ni Xiao and Lei Zhang | Dynamic Weighted Learning for Unsupervised Domain Adaptation | This paper has been accepted by CVPR2021 | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Unsupervised domain adaptation (UDA) aims to improve the classification
performance on an unlabeled target domain by leveraging information from a
fully labeled source domain. Recent approaches explore domain-invariant and
class-discriminant representations to tackle this task. These methods, however,
ignore the inte... | [
{
"created": "Mon, 22 Mar 2021 16:11:04 GMT",
"version": "v1"
}
] | 2021-03-26 | [
[
"Xiao",
"Ni",
""
],
[
"Zhang",
"Lei",
""
]
] | Unsupervised domain adaptation (UDA) aims to improve the classification performance on an unlabeled target domain by leveraging information from a fully labeled source domain. Recent approaches explore domain-invariant and class-discriminant representations to tackle this task. These methods, however, ignore the intera... |
1603.01954 | Nan Wu | Nan Wu, Zheyu Liu, Fei Qiao, Xiaojun Guo, Qi Wei, Yuan Xie, Huazhong
Yang | A Real-Time and Energy-Efficient Implementation of
Difference-of-Gaussian with Flexible Thin-Film Transistors | null | null | null | null | cs.ET | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With many advantageous features, softness and better biocompatibility,
flexible electronic devices have developed rapidly and increasingly attracted
attention. Many currently applications with flexible devices are sensors and
drivers, while there is nearly no utilization aiming at complex computation
since flexible d... | [
{
"created": "Mon, 7 Mar 2016 06:34:19 GMT",
"version": "v1"
}
] | 2016-03-08 | [
[
"Wu",
"Nan",
""
],
[
"Liu",
"Zheyu",
""
],
[
"Qiao",
"Fei",
""
],
[
"Guo",
"Xiaojun",
""
],
[
"Wei",
"Qi",
""
],
[
"Xie",
"Yuan",
""
],
[
"Yang",
"Huazhong",
""
]
] | With many advantageous features, softness and better biocompatibility, flexible electronic devices have developed rapidly and increasingly attracted attention. Many currently applications with flexible devices are sensors and drivers, while there is nearly no utilization aiming at complex computation since flexible dev... |
0804.4753 | Icius Committee | C. E. Huang, and J. S. Chen | Wavelet Based Iterative Learning Control with Fuzzy PD Feedback for
Position Tracking of A Pneumatic Servo System | Uploaded by ICIUS2007 Conference Organizer on behalf of the
author(s). 8 pages, 9 figures, 1 tables | Proceedings of the International Conference on Intelligent
Unmanned System (ICIUS 2007), Bali, Indonesia, October 24-25, 2007, Paper No.
ICIUS2007-A001 | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, a wavelet-based iterative learning control (WILC) scheme with
Fuzzy PD feedback is presented for a pneumatic control system with nonsmooth
nonlinearities and uncertain parameters. The wavelet transform is employed to
extract the learnable dynamics from measured output signal before it can be
used to up... | [
{
"created": "Wed, 30 Apr 2008 08:22:19 GMT",
"version": "v1"
}
] | 2008-05-01 | [
[
"Huang",
"C. E.",
""
],
[
"Chen",
"J. S.",
""
]
] | In this paper, a wavelet-based iterative learning control (WILC) scheme with Fuzzy PD feedback is presented for a pneumatic control system with nonsmooth nonlinearities and uncertain parameters. The wavelet transform is employed to extract the learnable dynamics from measured output signal before it can be used to upda... |
1209.2079 | Ilgin \c{S}afak | Ilg{\i}n \c{S}afak, Emre Akta\c{s} and Ali \"Ozg\"ur Y{\i}lmaz | Error Rate Analysis of GF(q) Network Coded Detect-and-Forward Wireless
Relay Networks Using Equivalent Relay Channel Models | 28 pages, 10 figures. This work has been submitted to the IEEE for
possible publication. Copyright may be transferred without notice, after
which this version may no longer be accessible | null | 10.1109/TWC.2013.051613.121309 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper investigates simple means of analyzing the error rate performance
of a general q-ary Galois Field network coded detect-and-forward cooperative
relay network with known relay error statistics at the destination. Equivalent
relay channels are used in obtaining an approximate error rate of the relay
network, ... | [
{
"created": "Mon, 10 Sep 2012 18:04:45 GMT",
"version": "v1"
},
{
"created": "Tue, 5 Feb 2013 21:52:38 GMT",
"version": "v2"
}
] | 2013-11-25 | [
[
"Şafak",
"Ilgın",
""
],
[
"Aktaş",
"Emre",
""
],
[
"Yılmaz",
"Ali Özgür",
""
]
] | This paper investigates simple means of analyzing the error rate performance of a general q-ary Galois Field network coded detect-and-forward cooperative relay network with known relay error statistics at the destination. Equivalent relay channels are used in obtaining an approximate error rate of the relay network, fr... |
2301.10966 | Xuan Quang Ngo | Thai Nguyen Chau, Xuan Quang Ngo, Van Tu Duong, Trong Trung Nguyen,
Huy Hung Nguyen, Tan Tien Nguyen | Design of Mobile Manipulator for Fire Extinguisher Testing. Part II:
Design and Simulation | 10 pages, 15 figures, the 7th International Conference on Advanced
Engineering, Theory and Applications | null | null | null | cs.RO cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | All flames are extinguished as early as possible, or fire services have to
deal with major conflagrations. This leads to the fact that the quality of fire
extinguishers has become a very sensitive and important issue in firefighting.
Inspired by the development of automatic fire fighting systems, this paper
presents ... | [
{
"created": "Thu, 26 Jan 2023 07:19:20 GMT",
"version": "v1"
}
] | 2023-01-31 | [
[
"Chau",
"Thai Nguyen",
""
],
[
"Ngo",
"Xuan Quang",
""
],
[
"Duong",
"Van Tu",
""
],
[
"Nguyen",
"Trong Trung",
""
],
[
"Nguyen",
"Huy Hung",
""
],
[
"Nguyen",
"Tan Tien",
""
]
] | All flames are extinguished as early as possible, or fire services have to deal with major conflagrations. This leads to the fact that the quality of fire extinguishers has become a very sensitive and important issue in firefighting. Inspired by the development of automatic fire fighting systems, this paper presents a ... |
0904.1645 | Cedric Chauve | Cedric Chauve, A\"ida Ouangraoua (LaBRI) | A 3-approximation algorithm for computing a parsimonious first
speciation in the gene duplication model | null | null | null | null | cs.DM cs.DS q-bio.QM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the following problem: from a given set of gene families trees on
a set of genomes, find a first speciation, that splits these genomes into two
subsets, that minimizes the number of gene duplications that happened before
this speciation. We call this problem the Minimum Duplication Bipartition
Problem. Us... | [
{
"created": "Fri, 10 Apr 2009 06:28:07 GMT",
"version": "v1"
},
{
"created": "Wed, 15 Apr 2009 06:29:22 GMT",
"version": "v2"
}
] | 2009-04-15 | [
[
"Chauve",
"Cedric",
"",
"LaBRI"
],
[
"Ouangraoua",
"Aïda",
"",
"LaBRI"
]
] | We consider the following problem: from a given set of gene families trees on a set of genomes, find a first speciation, that splits these genomes into two subsets, that minimizes the number of gene duplications that happened before this speciation. We call this problem the Minimum Duplication Bipartition Problem. Usin... |
1702.08726 | Lenz Belzner | Lenz Belzner, Thomas Gabor | Stacked Thompson Bandits | Accepted at SEsCPS @ ICSE 2017 | null | null | null | cs.SE cs.AI cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce Stacked Thompson Bandits (STB) for efficiently generating plans
that are likely to satisfy a given bounded temporal logic requirement. STB uses
a simulation for evaluation of plans, and takes a Bayesian approach to using
the resulting information to guide its search. In particular, we show that
stacking ... | [
{
"created": "Tue, 28 Feb 2017 10:19:30 GMT",
"version": "v1"
}
] | 2017-03-01 | [
[
"Belzner",
"Lenz",
""
],
[
"Gabor",
"Thomas",
""
]
] | We introduce Stacked Thompson Bandits (STB) for efficiently generating plans that are likely to satisfy a given bounded temporal logic requirement. STB uses a simulation for evaluation of plans, and takes a Bayesian approach to using the resulting information to guide its search. In particular, we show that stacking mu... |
2104.14544 | Deqing Sun | Deqing Sun, Daniel Vlasic, Charles Herrmann, Varun Jampani, Michael
Krainin, Huiwen Chang, Ramin Zabih, William T. Freeman, Ce Liu | AutoFlow: Learning a Better Training Set for Optical Flow | CVPR 2021 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Synthetic datasets play a critical role in pre-training CNN models for
optical flow, but they are painstaking to generate and hard to adapt to new
applications. To automate the process, we present AutoFlow, a simple and
effective method to render training data for optical flow that optimizes the
performance of a mode... | [
{
"created": "Thu, 29 Apr 2021 17:55:23 GMT",
"version": "v1"
}
] | 2021-04-30 | [
[
"Sun",
"Deqing",
""
],
[
"Vlasic",
"Daniel",
""
],
[
"Herrmann",
"Charles",
""
],
[
"Jampani",
"Varun",
""
],
[
"Krainin",
"Michael",
""
],
[
"Chang",
"Huiwen",
""
],
[
"Zabih",
"Ramin",
""
],
[
"Fr... | Synthetic datasets play a critical role in pre-training CNN models for optical flow, but they are painstaking to generate and hard to adapt to new applications. To automate the process, we present AutoFlow, a simple and effective method to render training data for optical flow that optimizes the performance of a model ... |
2003.13141 | Jie Chen | Jie Chen, Zhiheng Li, Jiebo Luo, and Chenliang Xu | Learning a Weakly-Supervised Video Actor-Action Segmentation Model with
a Wise Selection | 11 pages, 8 figures, cvpr-2020 supplementary video:
https://youtu.be/CX1hEOV9tlo | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We address weakly-supervised video actor-action segmentation (VAAS), which
extends general video object segmentation (VOS) to additionally consider action
labels of the actors. The most successful methods on VOS synthesize a pool of
pseudo-annotations (PAs) and then refine them iteratively. However, they face
challen... | [
{
"created": "Sun, 29 Mar 2020 21:15:18 GMT",
"version": "v1"
}
] | 2020-03-31 | [
[
"Chen",
"Jie",
""
],
[
"Li",
"Zhiheng",
""
],
[
"Luo",
"Jiebo",
""
],
[
"Xu",
"Chenliang",
""
]
] | We address weakly-supervised video actor-action segmentation (VAAS), which extends general video object segmentation (VOS) to additionally consider action labels of the actors. The most successful methods on VOS synthesize a pool of pseudo-annotations (PAs) and then refine them iteratively. However, they face challenge... |
2210.02719 | Chenxi Sun | Chenxi Sun and Hongyan Li and Moxian Song and Derun Cai and Baofeng
Zhang and Shenda Hong | Continuous Diagnosis and Prognosis by Controlling the Update Process of
Deep Neural Networks | 41 pages, 15 figures | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Continuous diagnosis and prognosis are essential for intensive care patients.
It can provide more opportunities for timely treatment and rational resource
allocation, especially for sepsis, a main cause of death in ICU, and COVID-19,
a new worldwide epidemic. Although deep learning methods have shown their great
supe... | [
{
"created": "Thu, 6 Oct 2022 07:06:45 GMT",
"version": "v1"
}
] | 2022-10-07 | [
[
"Sun",
"Chenxi",
""
],
[
"Li",
"Hongyan",
""
],
[
"Song",
"Moxian",
""
],
[
"Cai",
"Derun",
""
],
[
"Zhang",
"Baofeng",
""
],
[
"Hong",
"Shenda",
""
]
] | Continuous diagnosis and prognosis are essential for intensive care patients. It can provide more opportunities for timely treatment and rational resource allocation, especially for sepsis, a main cause of death in ICU, and COVID-19, a new worldwide epidemic. Although deep learning methods have shown their great superi... |
2405.04271 | Arne Rubehn | Arne Rubehn, Jessica Nieder, Robert Forkel, Johann-Mattis List | Generating Feature Vectors from Phonetic Transcriptions in
Cross-Linguistic Data Formats | To appear in the Proceedings of the 2024 Meeting of the Society for
Computation in Linguistics (SCiL) | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | When comparing speech sounds across languages, scholars often make use of
feature representations of individual sounds in order to determine fine-grained
sound similarities. Although binary feature systems for large numbers of speech
sounds have been proposed, large-scale computational applications often face
the cha... | [
{
"created": "Tue, 7 May 2024 12:40:59 GMT",
"version": "v1"
}
] | 2024-05-08 | [
[
"Rubehn",
"Arne",
""
],
[
"Nieder",
"Jessica",
""
],
[
"Forkel",
"Robert",
""
],
[
"List",
"Johann-Mattis",
""
]
] | When comparing speech sounds across languages, scholars often make use of feature representations of individual sounds in order to determine fine-grained sound similarities. Although binary feature systems for large numbers of speech sounds have been proposed, large-scale computational applications often face the chall... |
2310.12505 | Boyi Deng | Boyi Deng, Wenjie Wang, Fuli Feng, Yang Deng, Qifan Wang, Xiangnan He | Attack Prompt Generation for Red Teaming and Defending Large Language
Models | Accepted to EMNLP 2023 (Findings) | null | null | null | cs.CL cs.CR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large language models (LLMs) are susceptible to red teaming attacks, which
can induce LLMs to generate harmful content. Previous research constructs
attack prompts via manual or automatic methods, which have their own
limitations on construction cost and quality. To address these issues, we
propose an integrated appr... | [
{
"created": "Thu, 19 Oct 2023 06:15:05 GMT",
"version": "v1"
}
] | 2023-10-20 | [
[
"Deng",
"Boyi",
""
],
[
"Wang",
"Wenjie",
""
],
[
"Feng",
"Fuli",
""
],
[
"Deng",
"Yang",
""
],
[
"Wang",
"Qifan",
""
],
[
"He",
"Xiangnan",
""
]
] | Large language models (LLMs) are susceptible to red teaming attacks, which can induce LLMs to generate harmful content. Previous research constructs attack prompts via manual or automatic methods, which have their own limitations on construction cost and quality. To address these issues, we propose an integrated approa... |
2210.10515 | Pouria Mehrabi | Pouria Mehrabi, Hamid D. Taghirad | A Segment-Wise Gaussian Process-Based Ground Segmentation With Local
Smoothness Estimation | null | null | null | null | cs.LG cs.SY eess.SY | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Both in terrestrial and extraterrestrial environments, the precise and
informative model of the ground and the surface ahead is crucial for navigation
and obstacle avoidance. The ground surface is not always flat and it may be
sloped, bumpy and rough specially in off-road terrestrial scenes. In bumpy and
rough scenes... | [
{
"created": "Wed, 19 Oct 2022 12:42:21 GMT",
"version": "v1"
}
] | 2022-10-20 | [
[
"Mehrabi",
"Pouria",
""
],
[
"Taghirad",
"Hamid D.",
""
]
] | Both in terrestrial and extraterrestrial environments, the precise and informative model of the ground and the surface ahead is crucial for navigation and obstacle avoidance. The ground surface is not always flat and it may be sloped, bumpy and rough specially in off-road terrestrial scenes. In bumpy and rough scenes t... |
2405.02150 | Manoel Horta Ribeiro | Giuseppe Russo Latona, Manoel Horta Ribeiro, Tim R. Davidson, Veniamin
Veselovsky, Robert West | The AI Review Lottery: Widespread AI-Assisted Peer Reviews Boost Paper
Scores and Acceptance Rates | Manoel Horta Ribeiro, Tim R. Davidson, and Veniamin Veselovsky
contributed equally to this work | null | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Journals and conferences worry that peer reviews assisted by artificial
intelligence (AI), in particular, large language models (LLMs), may negatively
influence the validity and fairness of the peer-review system, a cornerstone of
modern science. In this work, we address this concern with a quasi-experimental
study o... | [
{
"created": "Fri, 3 May 2024 14:56:43 GMT",
"version": "v1"
}
] | 2024-05-06 | [
[
"Latona",
"Giuseppe Russo",
""
],
[
"Ribeiro",
"Manoel Horta",
""
],
[
"Davidson",
"Tim R.",
""
],
[
"Veselovsky",
"Veniamin",
""
],
[
"West",
"Robert",
""
]
] | Journals and conferences worry that peer reviews assisted by artificial intelligence (AI), in particular, large language models (LLMs), may negatively influence the validity and fairness of the peer-review system, a cornerstone of modern science. In this work, we address this concern with a quasi-experimental study of ... |
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