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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2105.14769 | Petar Maksimovi\'c | Petar Maksimovi\'c, Jos\'e Fragoso Santos, Sacha-\'Elie Ayoun,
Philippa Gardner | Gillian: A Multi-Language Platform for Unified Symbolic Analysis | null | null | null | null | cs.PL cs.LO | http://creativecommons.org/licenses/by/4.0/ | This is an evolving document describing the meta-theory, the implementation,
and the instantiations of Gillian, a multi-language symbolic analysis platform.
| [
{
"created": "Mon, 31 May 2021 08:01:45 GMT",
"version": "v1"
},
{
"created": "Mon, 12 Jul 2021 15:09:11 GMT",
"version": "v2"
}
] | 2021-07-13 | [
[
"Maksimović",
"Petar",
""
],
[
"Santos",
"José Fragoso",
""
],
[
"Ayoun",
"Sacha-Élie",
""
],
[
"Gardner",
"Philippa",
""
]
] | This is an evolving document describing the meta-theory, the implementation, and the instantiations of Gillian, a multi-language symbolic analysis platform. |
2007.16102 | Amelia Jim\'enez-S\'anchez | Amelia Jim\'enez-S\'anchez, Diana Mateus, Sonja Kirchhoff, Chlodwig
Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel A. Gonz\'alez Ballester,
Gemma Piella | Curriculum learning for improved femur fracture classification:
scheduling data with prior knowledge and uncertainty | Medical Image Analysis | null | 10.1016/j.media.2021.102273 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An adequate classification of proximal femur fractures from X-ray images is
crucial for the treatment choice and the patients' clinical outcome. We rely on
the commonly used AO system, which describes a hierarchical knowledge tree
classifying the images into types and subtypes according to the fracture's
location and... | [
{
"created": "Fri, 31 Jul 2020 14:28:33 GMT",
"version": "v1"
},
{
"created": "Tue, 9 Nov 2021 16:03:58 GMT",
"version": "v2"
}
] | 2021-11-10 | [
[
"Jiménez-Sánchez",
"Amelia",
""
],
[
"Mateus",
"Diana",
""
],
[
"Kirchhoff",
"Sonja",
""
],
[
"Kirchhoff",
"Chlodwig",
""
],
[
"Biberthaler",
"Peter",
""
],
[
"Navab",
"Nassir",
""
],
[
"Ballester",
"Miguel A. ... | An adequate classification of proximal femur fractures from X-ray images is crucial for the treatment choice and the patients' clinical outcome. We rely on the commonly used AO system, which describes a hierarchical knowledge tree classifying the images into types and subtypes according to the fracture's location and c... |
2311.17116 | Takeshi Oishi | Wooseok Kim, Taiki Fukiage, Takeshi Oishi | REF$^2$-NeRF: Reflection and Refraction aware Neural Radiance Field | 10 pages, 8 figures, 2 tables | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, significant progress has been made in the study of methods for 3D
reconstruction from multiple images using implicit neural representations,
exemplified by the neural radiance field (NeRF) method. Such methods, which are
based on volume rendering, can model various light phenomena, and various
extended meth... | [
{
"created": "Tue, 28 Nov 2023 12:14:22 GMT",
"version": "v1"
},
{
"created": "Thu, 30 Nov 2023 02:30:28 GMT",
"version": "v2"
},
{
"created": "Mon, 11 Dec 2023 06:57:04 GMT",
"version": "v3"
},
{
"created": "Thu, 18 Apr 2024 13:03:44 GMT",
"version": "v4"
}
] | 2024-04-19 | [
[
"Kim",
"Wooseok",
""
],
[
"Fukiage",
"Taiki",
""
],
[
"Oishi",
"Takeshi",
""
]
] | Recently, significant progress has been made in the study of methods for 3D reconstruction from multiple images using implicit neural representations, exemplified by the neural radiance field (NeRF) method. Such methods, which are based on volume rendering, can model various light phenomena, and various extended method... |
1908.02558 | Meysam Ghaffari | Meysam Ghaffari, Ashok Srinivasan, Anuj Mubayi, Xiuwen Liu, Krishnan
Viswanathan | Next-Generation High-Resolution Vector-Borne Disease Risk Assessment | null | null | null | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Vector-borne diseases cause more than 1 million deaths annually. Estimates of
epidemic risk at high spatial resolutions can enable effective public health
interventions. Our goal is to identify the risk of importation of such diseases
into vulnerable cities at the granularity of neighborhoods. Conventional models
can... | [
{
"created": "Tue, 16 Jul 2019 22:04:11 GMT",
"version": "v1"
}
] | 2019-08-08 | [
[
"Ghaffari",
"Meysam",
""
],
[
"Srinivasan",
"Ashok",
""
],
[
"Mubayi",
"Anuj",
""
],
[
"Liu",
"Xiuwen",
""
],
[
"Viswanathan",
"Krishnan",
""
]
] | Vector-borne diseases cause more than 1 million deaths annually. Estimates of epidemic risk at high spatial resolutions can enable effective public health interventions. Our goal is to identify the risk of importation of such diseases into vulnerable cities at the granularity of neighborhoods. Conventional models canno... |
2406.19966 | Yuntao Wen | Shen Gao, Yuntao Wen, Minghang Zhu, Jianing Wei, Yuhan Cheng, Qunzi
Zhang, Shuo Shang | Simulating Financial Market via Large Language Model based Agents | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most economic theories typically assume that financial market participants
are fully rational individuals and use mathematical models to simulate human
behavior in financial markets. However, human behavior is often not entirely
rational and is challenging to predict accurately with mathematical models. In
this paper... | [
{
"created": "Fri, 28 Jun 2024 14:54:12 GMT",
"version": "v1"
}
] | 2024-07-01 | [
[
"Gao",
"Shen",
""
],
[
"Wen",
"Yuntao",
""
],
[
"Zhu",
"Minghang",
""
],
[
"Wei",
"Jianing",
""
],
[
"Cheng",
"Yuhan",
""
],
[
"Zhang",
"Qunzi",
""
],
[
"Shang",
"Shuo",
""
]
] | Most economic theories typically assume that financial market participants are fully rational individuals and use mathematical models to simulate human behavior in financial markets. However, human behavior is often not entirely rational and is challenging to predict accurately with mathematical models. In this paper, ... |
2404.19317 | Sol\`ene Tarride | Sol\`ene Tarride and Christopher Kermorvant | Revisiting N-Gram Models: Their Impact in Modern Neural Networks for
Handwritten Text Recognition | null | null | null | null | cs.CV cs.CL | http://creativecommons.org/licenses/by/4.0/ | In recent advances in automatic text recognition (ATR), deep neural networks
have demonstrated the ability to implicitly capture language statistics,
potentially reducing the need for traditional language models. This study
directly addresses whether explicit language models, specifically n-gram
models, still contrib... | [
{
"created": "Tue, 30 Apr 2024 07:37:48 GMT",
"version": "v1"
}
] | 2024-05-01 | [
[
"Tarride",
"Solène",
""
],
[
"Kermorvant",
"Christopher",
""
]
] | In recent advances in automatic text recognition (ATR), deep neural networks have demonstrated the ability to implicitly capture language statistics, potentially reducing the need for traditional language models. This study directly addresses whether explicit language models, specifically n-gram models, still contribut... |
2206.02928 | Yujie Lu | Yujie Lu, Weixi Feng, Wanrong Zhu, Wenda Xu, Xin Eric Wang, Miguel
Eckstein, William Yang Wang | Neuro-Symbolic Procedural Planning with Commonsense Prompting | ICLR 2023 Spotlight | null | null | null | cs.CL cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Procedural planning aims to implement complex high-level goals by
decomposition into sequential simpler low-level steps. Although procedural
planning is a basic skill set for humans in daily life, it remains a challenge
for large language models (LLMs) that lack a deep understanding of the
cause-effect relations in p... | [
{
"created": "Mon, 6 Jun 2022 22:09:52 GMT",
"version": "v1"
},
{
"created": "Sun, 4 Sep 2022 06:31:07 GMT",
"version": "v2"
},
{
"created": "Thu, 29 Sep 2022 22:32:30 GMT",
"version": "v3"
},
{
"created": "Mon, 3 Oct 2022 03:44:18 GMT",
"version": "v4"
},
{
"crea... | 2023-02-17 | [
[
"Lu",
"Yujie",
""
],
[
"Feng",
"Weixi",
""
],
[
"Zhu",
"Wanrong",
""
],
[
"Xu",
"Wenda",
""
],
[
"Wang",
"Xin Eric",
""
],
[
"Eckstein",
"Miguel",
""
],
[
"Wang",
"William Yang",
""
]
] | Procedural planning aims to implement complex high-level goals by decomposition into sequential simpler low-level steps. Although procedural planning is a basic skill set for humans in daily life, it remains a challenge for large language models (LLMs) that lack a deep understanding of the cause-effect relations in pro... |
2202.08246 | Dylan McDermott | Dylan McDermott, Alan Mycroft | Galois connecting call-by-value and call-by-name | null | Logical Methods in Computer Science, Volume 20, Issue 1 (February
12, 2024) lmcs:11022 | 10.46298/lmcs-20(1:13)2024 | null | cs.PL | http://creativecommons.org/licenses/by/4.0/ | We establish a general framework for reasoning about the relationship between
call-by-value and call-by-name.
In languages with computational effects, call-by-value and call-by-name
executions of programs often have different, but related, observable
behaviours. For example, if a program might diverge but otherwise... | [
{
"created": "Wed, 16 Feb 2022 18:44:58 GMT",
"version": "v1"
},
{
"created": "Mon, 27 Feb 2023 17:55:19 GMT",
"version": "v2"
},
{
"created": "Fri, 13 Oct 2023 14:01:27 GMT",
"version": "v3"
},
{
"created": "Sun, 14 Jan 2024 15:27:50 GMT",
"version": "v4"
},
{
"c... | 2024-08-07 | [
[
"McDermott",
"Dylan",
""
],
[
"Mycroft",
"Alan",
""
]
] | We establish a general framework for reasoning about the relationship between call-by-value and call-by-name. In languages with computational effects, call-by-value and call-by-name executions of programs often have different, but related, observable behaviours. For example, if a program might diverge but otherwise has... |
1702.05314 | Karl von Ellenrieder | Wilhelm B. Klinger, Ivan R. Bertaska, Karl D. von Ellenrieder and
Manhar R. Dhanak | Control of an Unmanned Surface Vehicle with Uncertain Displacement and
Drag | null | null | 10.1109/JOE.2016.2571158 | null | cs.SY cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Experimental testing of an unmanned surface vehicle (USV) has been performed
to evaluate the performance of two low-level controllers when displacement and
drag properties are time-varying and uncertain. The USV is a 4.3 meter long,
150 kilogram wave adaptive modular vessel (WAM-V) with an inflatable twin hull
config... | [
{
"created": "Fri, 17 Feb 2017 12:01:03 GMT",
"version": "v1"
}
] | 2017-02-20 | [
[
"Klinger",
"Wilhelm B.",
""
],
[
"Bertaska",
"Ivan R.",
""
],
[
"von Ellenrieder",
"Karl D.",
""
],
[
"Dhanak",
"Manhar R.",
""
]
] | Experimental testing of an unmanned surface vehicle (USV) has been performed to evaluate the performance of two low-level controllers when displacement and drag properties are time-varying and uncertain. The USV is a 4.3 meter long, 150 kilogram wave adaptive modular vessel (WAM-V) with an inflatable twin hull configur... |
1812.09985 | Rodrigo de Lamare | Y. Yu, R. C. de Lamare and Y. Zakharov | Study of Robust Diffusion Recursive Least Squares Algorithms with Side
Information for Networked Agents | 6 pages, 4 figures | null | 10.1109/TSP.2019.2893846 | null | cs.IT cs.LG eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This work develops a robust diffusion recursive least squares algorithm to
mitigate the performance degradation often experienced in networks of agents in
the presence of impulsive noise. This algorithm minimizes an exponentially
weighted least-squares cost function subject to a time-dependent constraint on
the squar... | [
{
"created": "Mon, 24 Dec 2018 21:40:54 GMT",
"version": "v1"
}
] | 2019-02-20 | [
[
"Yu",
"Y.",
""
],
[
"de Lamare",
"R. C.",
""
],
[
"Zakharov",
"Y.",
""
]
] | This work develops a robust diffusion recursive least squares algorithm to mitigate the performance degradation often experienced in networks of agents in the presence of impulsive noise. This algorithm minimizes an exponentially weighted least-squares cost function subject to a time-dependent constraint on the squared... |
1809.02731 | Shuai Tang | Shuai Tang, Virginia R. de Sa | Exploiting Invertible Decoders for Unsupervised Sentence Representation
Learning | null | null | null | null | cs.NE cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The encoder-decoder models for unsupervised sentence representation learning
tend to discard the decoder after being trained on a large unlabelled corpus,
since only the encoder is needed to map the input sentence into a vector
representation. However, parameters learnt in the decoder also contain useful
information ... | [
{
"created": "Sat, 8 Sep 2018 01:20:45 GMT",
"version": "v1"
},
{
"created": "Mon, 27 May 2019 00:35:49 GMT",
"version": "v2"
},
{
"created": "Fri, 31 May 2019 04:53:58 GMT",
"version": "v3"
}
] | 2019-06-03 | [
[
"Tang",
"Shuai",
""
],
[
"de Sa",
"Virginia R.",
""
]
] | The encoder-decoder models for unsupervised sentence representation learning tend to discard the decoder after being trained on a large unlabelled corpus, since only the encoder is needed to map the input sentence into a vector representation. However, parameters learnt in the decoder also contain useful information ab... |
1106.3767 | Georg Gottlob | Georg Gottlob and Thomas Schwentick | Rewriting Ontological Queries into Small Nonrecursive Datalog Programs | A shorter version is presented at the 24th International Workshop on
Description Logics, DL 2011, Barcelona, Spain, July 13-16, 2011. The present
version mainly extends the proof of Theorem 1 in Section 3. We plan to post
further extended versions of this paper in the near future | null | null | null | cs.AI cs.DB cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the setting of ontological database access, where an Abox is
given in form of a relational database D and where a Boolean conjunctive query
q has to be evaluated against D modulo a Tbox T formulated in DL-Lite or Linear
Datalog+/-. It is well-known that (T,q) can be rewritten into an equivalent
nonrecursi... | [
{
"created": "Sun, 19 Jun 2011 18:20:07 GMT",
"version": "v1"
},
{
"created": "Sun, 10 Jul 2011 18:26:56 GMT",
"version": "v2"
},
{
"created": "Sat, 23 Jul 2011 10:19:21 GMT",
"version": "v3"
}
] | 2011-07-26 | [
[
"Gottlob",
"Georg",
""
],
[
"Schwentick",
"Thomas",
""
]
] | We consider the setting of ontological database access, where an Abox is given in form of a relational database D and where a Boolean conjunctive query q has to be evaluated against D modulo a Tbox T formulated in DL-Lite or Linear Datalog+/-. It is well-known that (T,q) can be rewritten into an equivalent nonrecursive... |
1806.08246 | Eric M\"uller-Budack | Eric M\"uller-Budack, Kader Pustu-Iren, Sebastian Diering, Ralph
Ewerth | Finding Person Relations in Image Data of the Internet Archive | null | In: M\'endez E., Crestani F., Ribeiro C., David G., Lopes J. (eds)
Digital Libraries for Open Knowledge. TPDL 2018. Lecture Notes in Computer
Science, vol 11057. Springer, Cham | 10.1007/978-3-030-00066-0_20 | null | cs.DL cs.CV cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The multimedia content in the World Wide Web is rapidly growing and contains
valuable information for many applications in different domains. For this
reason, the Internet Archive initiative has been gathering billions of
time-versioned web pages since the mid-nineties. However, the huge amount of
data is rarely labe... | [
{
"created": "Thu, 21 Jun 2018 13:48:21 GMT",
"version": "v1"
},
{
"created": "Tue, 28 May 2019 13:04:14 GMT",
"version": "v2"
}
] | 2019-09-04 | [
[
"Müller-Budack",
"Eric",
""
],
[
"Pustu-Iren",
"Kader",
""
],
[
"Diering",
"Sebastian",
""
],
[
"Ewerth",
"Ralph",
""
]
] | The multimedia content in the World Wide Web is rapidly growing and contains valuable information for many applications in different domains. For this reason, the Internet Archive initiative has been gathering billions of time-versioned web pages since the mid-nineties. However, the huge amount of data is rarely labele... |
2402.10857 | Artem Trofimov | Artem Trofimov, Mikhail Kostyukov, Sergei Ugdyzhekov, Natalia
Ponomareva, Igor Naumov, Maksim Melekhovets | JetTrain: IDE-Native Machine Learning Experiments | IDE workshop @ ICSE 2024 | null | 10.1145/3643796.3648455 | null | cs.SE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Integrated development environments (IDEs) are prevalent code-writing and
debugging tools. However, they have yet to be widely adopted for launching
machine learning (ML) experiments. This work aims to fill this gap by
introducing JetTrain, an IDE-integrated tool that delegates specific tasks from
an IDE to remote co... | [
{
"created": "Fri, 16 Feb 2024 17:53:08 GMT",
"version": "v1"
}
] | 2024-02-19 | [
[
"Trofimov",
"Artem",
""
],
[
"Kostyukov",
"Mikhail",
""
],
[
"Ugdyzhekov",
"Sergei",
""
],
[
"Ponomareva",
"Natalia",
""
],
[
"Naumov",
"Igor",
""
],
[
"Melekhovets",
"Maksim",
""
]
] | Integrated development environments (IDEs) are prevalent code-writing and debugging tools. However, they have yet to be widely adopted for launching machine learning (ML) experiments. This work aims to fill this gap by introducing JetTrain, an IDE-integrated tool that delegates specific tasks from an IDE to remote comp... |
2401.17633 | Xiao Wang | Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui,
Qi Zhang, Xuanjing Huang, Xun Zhao, Dahua Lin | Navigating the OverKill in Large Language Models | null | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large language models are meticulously aligned to be both helpful and
harmless. However, recent research points to a potential overkill which means
models may refuse to answer benign queries. In this paper, we investigate the
factors for overkill by exploring how models handle and determine the safety of
queries. Our... | [
{
"created": "Wed, 31 Jan 2024 07:26:47 GMT",
"version": "v1"
}
] | 2024-02-01 | [
[
"Shi",
"Chenyu",
""
],
[
"Wang",
"Xiao",
""
],
[
"Ge",
"Qiming",
""
],
[
"Gao",
"Songyang",
""
],
[
"Yang",
"Xianjun",
""
],
[
"Gui",
"Tao",
""
],
[
"Zhang",
"Qi",
""
],
[
"Huang",
"Xuanjing",
... | Large language models are meticulously aligned to be both helpful and harmless. However, recent research points to a potential overkill which means models may refuse to answer benign queries. In this paper, we investigate the factors for overkill by exploring how models handle and determine the safety of queries. Our f... |
0805.1288 | \^Hamed \"Owladeghaffari | H. Owladeghaffari, K. Shahriar, G. H. R. Saeedi | Assessment of effective parameters on dilution using approximate
reasoning methods in longwall mining method, Iran coal mines | 9 Pages,9 Figures,submitted to :The 21st World Mining Congress &EXPO
2008; 7-11 ;September 2008,;Krakow, Poland | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Approximately more than 90% of all coal production in Iranian underground
mines is derived directly longwall mining method. Out of seam dilution is one
of the essential problems in these mines. Therefore the dilution can impose the
additional cost of mining and milling. As a result, recognition of the
effective param... | [
{
"created": "Fri, 9 May 2008 07:08:57 GMT",
"version": "v1"
}
] | 2008-05-12 | [
[
"Owladeghaffari",
"H.",
""
],
[
"Shahriar",
"K.",
""
],
[
"Saeedi",
"G. H. R.",
""
]
] | Approximately more than 90% of all coal production in Iranian underground mines is derived directly longwall mining method. Out of seam dilution is one of the essential problems in these mines. Therefore the dilution can impose the additional cost of mining and milling. As a result, recognition of the effective paramet... |
2011.04698 | Max Tegmark | Ziming Liu (MIT), Max Tegmark (MIT) | AI Poincar\'e: Machine Learning Conservation Laws from Trajectories | Replaced by accepted PRL version; expanded validation, improved
presentation, more legible figs | Phys. Rev. Lett. 126, 180604 (2021) | 10.1103/PhysRevLett.126.180604 | null | cs.LG astro-ph.EP nlin.SI physics.class-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present AI Poincar\'e, a machine learning algorithm for auto-discovering
conserved quantities using trajectory data from unknown dynamical systems. We
test it on five Hamiltonian systems, including the gravitational 3-body
problem, and find that it discovers not only all exactly conserved quantities,
but also peri... | [
{
"created": "Mon, 9 Nov 2020 19:23:28 GMT",
"version": "v1"
},
{
"created": "Mon, 26 Apr 2021 13:20:29 GMT",
"version": "v2"
}
] | 2021-05-10 | [
[
"Liu",
"Ziming",
"",
"MIT"
],
[
"Tegmark",
"Max",
"",
"MIT"
]
] | We present AI Poincar\'e, a machine learning algorithm for auto-discovering conserved quantities using trajectory data from unknown dynamical systems. We test it on five Hamiltonian systems, including the gravitational 3-body problem, and find that it discovers not only all exactly conserved quantities, but also period... |
2401.10214 | Abdullatif Albaseer Mr | Abdullatif Albaseer and Mohamed Abdallah | Tailoring Semantic Communication at Network Edge: A Novel Approach Using
Dynamic Knowledge Distillation | Accepted for the International Conference on Communications (ICC)
2024 | null | null | null | cs.NI | http://creativecommons.org/licenses/by/4.0/ | Semantic Communication (SemCom) systems, empowered by deep learning (DL),
represent a paradigm shift in data transmission. These systems prioritize the
significance of content over sheer data volume. However, existing SemCom
designs face challenges when applied to diverse computational capabilities and
network condit... | [
{
"created": "Thu, 18 Jan 2024 18:55:27 GMT",
"version": "v1"
}
] | 2024-01-19 | [
[
"Albaseer",
"Abdullatif",
""
],
[
"Abdallah",
"Mohamed",
""
]
] | Semantic Communication (SemCom) systems, empowered by deep learning (DL), represent a paradigm shift in data transmission. These systems prioritize the significance of content over sheer data volume. However, existing SemCom designs face challenges when applied to diverse computational capabilities and network conditio... |
2108.06988 | Alvaro Almeida Gomez | Alvaro Almeida Gomez, Ant\^onio J. Silva Neto, Jorge P. Zubelli | A diffusion-map-based algorithm for gradient computation on manifolds
and applications | New version with applications in inverse problems | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We recover the Riemannian gradient of a given function defined on interior
points of a Riemannian submanifold in the Euclidean space based on a sample of
function evaluations at points in the submanifold. This approach is based on
the estimates of the Laplace-Beltrami operator proposed in the diffusion-maps
theory. T... | [
{
"created": "Mon, 16 Aug 2021 09:35:22 GMT",
"version": "v1"
},
{
"created": "Sat, 16 Apr 2022 19:13:48 GMT",
"version": "v2"
},
{
"created": "Tue, 3 May 2022 16:26:55 GMT",
"version": "v3"
},
{
"created": "Sat, 14 May 2022 15:48:42 GMT",
"version": "v4"
},
{
"cr... | 2023-06-06 | [
[
"Gomez",
"Alvaro Almeida",
""
],
[
"Neto",
"Antônio J. Silva",
""
],
[
"Zubelli",
"Jorge P.",
""
]
] | We recover the Riemannian gradient of a given function defined on interior points of a Riemannian submanifold in the Euclidean space based on a sample of function evaluations at points in the submanifold. This approach is based on the estimates of the Laplace-Beltrami operator proposed in the diffusion-maps theory. The... |
2406.04584 | Junting Zhou | Haotian Zhang and Junting Zhou and Haowei Lin and Hang Ye and Jianhua
Zhu and Zihao Wang and Liangcai Gao and Yizhou Wang and Yitao Liang | CLoG: Benchmarking Continual Learning of Image Generation Models | null | null | null | null | cs.LG cs.AI cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Continual Learning (CL) poses a significant challenge in Artificial
Intelligence, aiming to mirror the human ability to incrementally acquire
knowledge and skills. While extensive research has focused on CL within the
context of classification tasks, the advent of increasingly powerful generative
models necessitates ... | [
{
"created": "Fri, 7 Jun 2024 02:12:29 GMT",
"version": "v1"
}
] | 2024-06-10 | [
[
"Zhang",
"Haotian",
""
],
[
"Zhou",
"Junting",
""
],
[
"Lin",
"Haowei",
""
],
[
"Ye",
"Hang",
""
],
[
"Zhu",
"Jianhua",
""
],
[
"Wang",
"Zihao",
""
],
[
"Gao",
"Liangcai",
""
],
[
"Wang",
"Yizho... | Continual Learning (CL) poses a significant challenge in Artificial Intelligence, aiming to mirror the human ability to incrementally acquire knowledge and skills. While extensive research has focused on CL within the context of classification tasks, the advent of increasingly powerful generative models necessitates th... |
2008.00842 | Marios Fragkoulis | Marios Fragkoulis, Paris Carbone, Vasiliki Kalavri, Asterios
Katsifodimos | A Survey on the Evolution of Stream Processing Systems | 30 pages, 10 figures, 6 tables | null | null | null | cs.DC cs.CL cs.DB cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Stream processing has been an active research field for more than 20 years,
but it is now witnessing its prime time due to recent successful efforts by the
research community and numerous worldwide open-source communities. This survey
provides a comprehensive overview of fundamental aspects of stream processing
syste... | [
{
"created": "Mon, 3 Aug 2020 12:43:46 GMT",
"version": "v1"
},
{
"created": "Sat, 14 Jan 2023 16:50:42 GMT",
"version": "v2"
}
] | 2023-01-18 | [
[
"Fragkoulis",
"Marios",
""
],
[
"Carbone",
"Paris",
""
],
[
"Kalavri",
"Vasiliki",
""
],
[
"Katsifodimos",
"Asterios",
""
]
] | Stream processing has been an active research field for more than 20 years, but it is now witnessing its prime time due to recent successful efforts by the research community and numerous worldwide open-source communities. This survey provides a comprehensive overview of fundamental aspects of stream processing systems... |
2406.13570 | Nikol Figalov\'a | Nikol Figalov\'a, J\"urgen Pichen, Lewis L. Chuang, Martin Baumann,
Olga Pollatos | System Immersion of a Driving Simulator Affects the Oscillatory Brain
Activity | null | null | 10.54941/ahfe1001825 | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | The technological properties of a system delivering simulation experience are
a crucial dimension of immersion. To create a sense of presence and reproduce
drivers behaviour as realistically as possible, we need reliable driving
simulators that allow drivers to become highly immersed. This study
investigates the impa... | [
{
"created": "Wed, 19 Jun 2024 14:01:14 GMT",
"version": "v1"
}
] | 2024-06-21 | [
[
"Figalová",
"Nikol",
""
],
[
"Pichen",
"Jürgen",
""
],
[
"Chuang",
"Lewis L.",
""
],
[
"Baumann",
"Martin",
""
],
[
"Pollatos",
"Olga",
""
]
] | The technological properties of a system delivering simulation experience are a crucial dimension of immersion. To create a sense of presence and reproduce drivers behaviour as realistically as possible, we need reliable driving simulators that allow drivers to become highly immersed. This study investigates the impact... |
2205.15990 | Nathaniel Haut | Nathan Haut, Wolfgang Banzhaf, Bill Punch | Correlation versus RMSE Loss Functions in Symbolic Regression Tasks | Submitted to the GPTP conference | null | null | null | cs.NE | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The use of correlation as a fitness function is explored in symbolic
regression tasks and the performance is compared against the typical RMSE
fitness function. Using correlation with an alignment step to conclude the
evolution led to significant performance gains over RMSE as a fitness function.
Using correlation as... | [
{
"created": "Tue, 31 May 2022 17:47:50 GMT",
"version": "v1"
},
{
"created": "Fri, 29 Jul 2022 18:13:05 GMT",
"version": "v2"
}
] | 2022-08-02 | [
[
"Haut",
"Nathan",
""
],
[
"Banzhaf",
"Wolfgang",
""
],
[
"Punch",
"Bill",
""
]
] | The use of correlation as a fitness function is explored in symbolic regression tasks and the performance is compared against the typical RMSE fitness function. Using correlation with an alignment step to conclude the evolution led to significant performance gains over RMSE as a fitness function. Using correlation as a... |
1506.05905 | Anmer Daskin | Anmer Daskin | Quantum IsoRank: Efficient Alignment of Multiple PPI Networks | null | null | null | null | cs.CE q-bio.MN quant-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Comparative analyses of protein-protein interaction networks play important
roles in the understanding of biological processes. However, the growing
enormity of available data on the networks becomes a computational challenge
for the conventional alignment algorithms. Quantum algorithms generally provide
greater effi... | [
{
"created": "Fri, 19 Jun 2015 08:25:29 GMT",
"version": "v1"
},
{
"created": "Thu, 14 Apr 2016 12:07:18 GMT",
"version": "v2"
}
] | 2016-04-15 | [
[
"Daskin",
"Anmer",
""
]
] | Comparative analyses of protein-protein interaction networks play important roles in the understanding of biological processes. However, the growing enormity of available data on the networks becomes a computational challenge for the conventional alignment algorithms. Quantum algorithms generally provide greater effici... |
2201.05852 | Rog\'erio Rossi | Rogerio Rossi | Data Science in Perspective | Information Society Conference - i-Society 2021 | null | null | null | cs.GL | http://creativecommons.org/licenses/by/4.0/ | Data and Science has stood out in the generation of results, whether in the
projects of the scientific domain or business domain. CERN Project, Scientific
Institutes, companies like Walmart, Google, Apple, among others, need data to
present their results and make predictions in the competitive data world. Data
and Sc... | [
{
"created": "Sat, 15 Jan 2022 13:51:12 GMT",
"version": "v1"
}
] | 2022-01-19 | [
[
"Rossi",
"Rogerio",
""
]
] | Data and Science has stood out in the generation of results, whether in the projects of the scientific domain or business domain. CERN Project, Scientific Institutes, companies like Walmart, Google, Apple, among others, need data to present their results and make predictions in the competitive data world. Data and Scie... |
2305.05285 | Gabriele Oligeri | Saeif Alhazbi, Savio Sciancalepore, Gabriele Oligeri | The Day-After-Tomorrow: On the Performance of Radio Fingerprinting over
Time | null | null | null | null | cs.CR cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The performance of Radio Frequency (RF) Fingerprinting (RFF) techniques is
negatively impacted when the training data is not temporally close to the
testing data. This can limit the practical implementation of physical-layer
authentication solutions. To circumvent this problem, current solutions involve
collecting tr... | [
{
"created": "Tue, 9 May 2023 09:19:07 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Oct 2023 09:41:58 GMT",
"version": "v2"
}
] | 2023-10-18 | [
[
"Alhazbi",
"Saeif",
""
],
[
"Sciancalepore",
"Savio",
""
],
[
"Oligeri",
"Gabriele",
""
]
] | The performance of Radio Frequency (RF) Fingerprinting (RFF) techniques is negatively impacted when the training data is not temporally close to the testing data. This can limit the practical implementation of physical-layer authentication solutions. To circumvent this problem, current solutions involve collecting trai... |
1307.0261 | Bhavana Dalvi | Bhavana Dalvi, William W. Cohen, and Jamie Callan | WebSets: Extracting Sets of Entities from the Web Using Unsupervised
Information Extraction | 10 pages; International Conference on Web Search and Data Mining 2012 | null | null | null | cs.LG cs.CL cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We describe a open-domain information extraction method for extracting
concept-instance pairs from an HTML corpus. Most earlier approaches to this
problem rely on combining clusters of distributionally similar terms and
concept-instance pairs obtained with Hearst patterns. In contrast, our method
relies on a novel ap... | [
{
"created": "Mon, 1 Jul 2013 02:49:08 GMT",
"version": "v1"
}
] | 2013-07-02 | [
[
"Dalvi",
"Bhavana",
""
],
[
"Cohen",
"William W.",
""
],
[
"Callan",
"Jamie",
""
]
] | We describe a open-domain information extraction method for extracting concept-instance pairs from an HTML corpus. Most earlier approaches to this problem rely on combining clusters of distributionally similar terms and concept-instance pairs obtained with Hearst patterns. In contrast, our method relies on a novel appr... |
2310.18159 | Leandro Almeida | Leandro C. de Almeida, Washington Rodrigo Dias da Silva, Thiago C.
Tavares, Rafael Pasquini, Chrysa Papagianni and F\'abio L. Verdi | DESiRED -- Dynamic, Enhanced, and Smart iRED: A P4-AQM with Deep
Reinforcement Learning and In-band Network Telemetry | Preprint (Computer Networks under review) | null | null | null | cs.NI | http://creativecommons.org/licenses/by/4.0/ | Active Queue Management (AQM) is a mechanism employed to alleviate transient
congestion in network device buffers, such as routers and switches. Traditional
AQM algorithms use fixed thresholds, like target delay or queue occupancy, to
compute random packet drop probabilities. A very small target delay can
increase pa... | [
{
"created": "Fri, 27 Oct 2023 14:06:57 GMT",
"version": "v1"
}
] | 2023-10-30 | [
[
"de Almeida",
"Leandro C.",
""
],
[
"da Silva",
"Washington Rodrigo Dias",
""
],
[
"Tavares",
"Thiago C.",
""
],
[
"Pasquini",
"Rafael",
""
],
[
"Papagianni",
"Chrysa",
""
],
[
"Verdi",
"Fábio L.",
""
]
] | Active Queue Management (AQM) is a mechanism employed to alleviate transient congestion in network device buffers, such as routers and switches. Traditional AQM algorithms use fixed thresholds, like target delay or queue occupancy, to compute random packet drop probabilities. A very small target delay can increase pack... |
2312.06708 | Sunjae Yoon | Sunjae Yoon, Gwanhyeong Koo, Ji Woo Hong, Chang D. Yoo | Neutral Editing Framework for Diffusion-based Video Editing | 18 pages, 14 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Text-conditioned image editing has succeeded in various types of editing
based on a diffusion framework. Unfortunately, this success did not carry over
to a video, which continues to be challenging. Existing video editing systems
are still limited to rigid-type editing such as style transfer and object
overlay. To th... | [
{
"created": "Sun, 10 Dec 2023 16:28:32 GMT",
"version": "v1"
}
] | 2023-12-13 | [
[
"Yoon",
"Sunjae",
""
],
[
"Koo",
"Gwanhyeong",
""
],
[
"Hong",
"Ji Woo",
""
],
[
"Yoo",
"Chang D.",
""
]
] | Text-conditioned image editing has succeeded in various types of editing based on a diffusion framework. Unfortunately, this success did not carry over to a video, which continues to be challenging. Existing video editing systems are still limited to rigid-type editing such as style transfer and object overlay. To this... |
1611.08959 | Yonatan Kaspi | Yonatan Kaspi, Ofer Shayevitz and Tara Javidi | Searching with Measurement Dependent Noise | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Consider a target moving at a constant velocity on a unit-circumference
circle, starting at an arbitrary location. To acquire the target, any region of
the circle can be probed to obtain a noisy measurement of the target's
presence, where the noise level increases with the size of the probed region.
We are interested... | [
{
"created": "Mon, 28 Nov 2016 02:10:36 GMT",
"version": "v1"
}
] | 2016-11-29 | [
[
"Kaspi",
"Yonatan",
""
],
[
"Shayevitz",
"Ofer",
""
],
[
"Javidi",
"Tara",
""
]
] | Consider a target moving at a constant velocity on a unit-circumference circle, starting at an arbitrary location. To acquire the target, any region of the circle can be probed to obtain a noisy measurement of the target's presence, where the noise level increases with the size of the probed region. We are interested i... |
2101.08165 | Wentao Xie | Wentao Xie, Guanghui Ren, Si Liu | Video Relation Detection with Trajectory-aware Multi-modal Features | null | null | 10.1145/3394171.3416284 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Video relation detection problem refers to the detection of the relationship
between different objects in videos, such as spatial relationship and action
relationship. In this paper, we present video relation detection with
trajectory-aware multi-modal features to solve this task.
Considering the complexity of doin... | [
{
"created": "Wed, 20 Jan 2021 14:49:02 GMT",
"version": "v1"
}
] | 2021-01-21 | [
[
"Xie",
"Wentao",
""
],
[
"Ren",
"Guanghui",
""
],
[
"Liu",
"Si",
""
]
] | Video relation detection problem refers to the detection of the relationship between different objects in videos, such as spatial relationship and action relationship. In this paper, we present video relation detection with trajectory-aware multi-modal features to solve this task. Considering the complexity of doing vi... |
1911.07298 | Muhammad Samir Khan | Muhammad Samir Khan, Lewis Tseng, Nitin H. Vaidya | Exact Byzantine Consensus on Arbitrary Directed Graphs under Local
Broadcast Model | arXiv admin note: text overlap with arXiv:1903.11677 | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider Byzantine consensus in a synchronous system where nodes are
connected by a network modeled as a directed graph, i.e., communication links
between neighboring nodes are not necessarily bi-directional. The directed
graph model is motivated by wireless networks wherein asymmetric communication
links can occu... | [
{
"created": "Wed, 13 Nov 2019 06:59:51 GMT",
"version": "v1"
}
] | 2019-11-19 | [
[
"Khan",
"Muhammad Samir",
""
],
[
"Tseng",
"Lewis",
""
],
[
"Vaidya",
"Nitin H.",
""
]
] | We consider Byzantine consensus in a synchronous system where nodes are connected by a network modeled as a directed graph, i.e., communication links between neighboring nodes are not necessarily bi-directional. The directed graph model is motivated by wireless networks wherein asymmetric communication links can occur.... |
1709.05295 | Shereen Oraby | Shereen Oraby, Lena Reed, Ryan Compton, Ellen Riloff, Marilyn Walker,
and Steve Whittaker | And That's A Fact: Distinguishing Factual and Emotional Argumentation in
Online Dialogue | 11 pages, 6 figures, Proceedings of the 2nd Workshop on Argumentation
Mining at NAACL 2015 | null | 10.3115/v1/W15-0515 | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We investigate the characteristics of factual and emotional argumentation
styles observed in online debates. Using an annotated set of "factual" and
"feeling" debate forum posts, we extract patterns that are highly correlated
with factual and emotional arguments, and then apply a bootstrapping
methodology to find new... | [
{
"created": "Fri, 15 Sep 2017 16:28:46 GMT",
"version": "v1"
}
] | 2017-09-18 | [
[
"Oraby",
"Shereen",
""
],
[
"Reed",
"Lena",
""
],
[
"Compton",
"Ryan",
""
],
[
"Riloff",
"Ellen",
""
],
[
"Walker",
"Marilyn",
""
],
[
"Whittaker",
"Steve",
""
]
] | We investigate the characteristics of factual and emotional argumentation styles observed in online debates. Using an annotated set of "factual" and "feeling" debate forum posts, we extract patterns that are highly correlated with factual and emotional arguments, and then apply a bootstrapping methodology to find new p... |
1803.06905 | Hongyu Zhu | Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Amar
Phanishayee, Bianca Schroeder, and Gennady Pekhimenko | TBD: Benchmarking and Analyzing Deep Neural Network Training | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The recent popularity of deep neural networks (DNNs) has generated a lot of
research interest in performing DNN-related computation efficiently. However,
the primary focus is usually very narrow and limited to (i) inference -- i.e.
how to efficiently execute already trained models and (ii) image classification
networ... | [
{
"created": "Fri, 16 Mar 2018 05:16:06 GMT",
"version": "v1"
},
{
"created": "Sat, 14 Apr 2018 01:21:40 GMT",
"version": "v2"
}
] | 2018-04-17 | [
[
"Zhu",
"Hongyu",
""
],
[
"Akrout",
"Mohamed",
""
],
[
"Zheng",
"Bojian",
""
],
[
"Pelegris",
"Andrew",
""
],
[
"Phanishayee",
"Amar",
""
],
[
"Schroeder",
"Bianca",
""
],
[
"Pekhimenko",
"Gennady",
""
]
] | The recent popularity of deep neural networks (DNNs) has generated a lot of research interest in performing DNN-related computation efficiently. However, the primary focus is usually very narrow and limited to (i) inference -- i.e. how to efficiently execute already trained models and (ii) image classification networks... |
1912.09536 | Subru Krishnan | Fotis Psallidas, Yiwen Zhu, Bojan Karlas, Matteo Interlandi, Avrilia
Floratou, Konstantinos Karanasos, Wentao Wu, Ce Zhang, Subru Krishnan, Carlo
Curino, Markus Weimer | Data Science through the looking glass and what we found there | null | null | null | null | cs.LG cs.DC stat.ML | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The recent success of machine learning (ML) has led to an explosive growth
both in terms of new systems and algorithms built in industry and academia, and
new applications built by an ever-growing community of data science (DS)
practitioners. This quickly shifting panorama of technologies and applications
is challeng... | [
{
"created": "Thu, 19 Dec 2019 20:29:44 GMT",
"version": "v1"
}
] | 2019-12-23 | [
[
"Psallidas",
"Fotis",
""
],
[
"Zhu",
"Yiwen",
""
],
[
"Karlas",
"Bojan",
""
],
[
"Interlandi",
"Matteo",
""
],
[
"Floratou",
"Avrilia",
""
],
[
"Karanasos",
"Konstantinos",
""
],
[
"Wu",
"Wentao",
""
],
... | The recent success of machine learning (ML) has led to an explosive growth both in terms of new systems and algorithms built in industry and academia, and new applications built by an ever-growing community of data science (DS) practitioners. This quickly shifting panorama of technologies and applications is challengin... |
2107.11355 | Zhipeng Luo | Zhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao,
Shuai Yi, Shijian Lu, Hongsheng Li, Shanghang Zhang, Ziwei Liu | Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep learning-based 3D object detection has achieved unprecedented success
with the advent of large-scale autonomous driving datasets. However, drastic
performance degradation remains a critical challenge for cross-domain
deployment. In addition, existing 3D domain adaptive detection methods often
assume prior access... | [
{
"created": "Fri, 23 Jul 2021 17:19:23 GMT",
"version": "v1"
},
{
"created": "Wed, 18 Aug 2021 03:25:24 GMT",
"version": "v2"
}
] | 2021-08-19 | [
[
"Luo",
"Zhipeng",
""
],
[
"Cai",
"Zhongang",
""
],
[
"Zhou",
"Changqing",
""
],
[
"Zhang",
"Gongjie",
""
],
[
"Zhao",
"Haiyu",
""
],
[
"Yi",
"Shuai",
""
],
[
"Lu",
"Shijian",
""
],
[
"Li",
"Hong... | Deep learning-based 3D object detection has achieved unprecedented success with the advent of large-scale autonomous driving datasets. However, drastic performance degradation remains a critical challenge for cross-domain deployment. In addition, existing 3D domain adaptive detection methods often assume prior access t... |
1712.09123 | Shameem Puthiya Parambath Mr. | Shameem A Puthiya Parambath, Nishant Vijayakumar, Sanjay Chawla | SAGA: A Submodular Greedy Algorithm For Group Recommendation | AAAI 2018 | null | null | null | cs.IR cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we propose a unified framework and an algorithm for the
problem of group recommendation where a fixed number of items or alternatives
can be recommended to a group of users. The problem of group recommendation
arises naturally in many real world contexts, and is closely related to the
budgeted social c... | [
{
"created": "Mon, 25 Dec 2017 20:03:46 GMT",
"version": "v1"
}
] | 2017-12-27 | [
[
"Parambath",
"Shameem A Puthiya",
""
],
[
"Vijayakumar",
"Nishant",
""
],
[
"Chawla",
"Sanjay",
""
]
] | In this paper, we propose a unified framework and an algorithm for the problem of group recommendation where a fixed number of items or alternatives can be recommended to a group of users. The problem of group recommendation arises naturally in many real world contexts, and is closely related to the budgeted social cho... |
2207.01164 | Peihao Wang | Tianlong Chen, Peihao Wang, Zhiwen Fan, Zhangyang Wang | Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level
Physically-Grounded Augmentations | IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
2022 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Neural Radiance Field (NeRF) regresses a neural parameterized scene by
differentially rendering multi-view images with ground-truth supervision.
However, when interpolating novel views, NeRF often yields inconsistent and
visually non-smooth geometric results, which we consider as a generalization
gap between seen and... | [
{
"created": "Mon, 4 Jul 2022 02:27:07 GMT",
"version": "v1"
}
] | 2022-07-05 | [
[
"Chen",
"Tianlong",
""
],
[
"Wang",
"Peihao",
""
],
[
"Fan",
"Zhiwen",
""
],
[
"Wang",
"Zhangyang",
""
]
] | Neural Radiance Field (NeRF) regresses a neural parameterized scene by differentially rendering multi-view images with ground-truth supervision. However, when interpolating novel views, NeRF often yields inconsistent and visually non-smooth geometric results, which we consider as a generalization gap between seen and u... |
2202.06494 | Wangkai Jin | Wangkai Jin, Yicun Duan, Junyu Liu, Shuchang Huang, Zeyu Xiong,
Xiangjun Peng | BROOK Dataset: A Playground for Exploiting Data-Driven Techniques in
Human-Vehicle Interactive Designs | Technical Report-Feb-01 at User-Centric Computing Group, University
of Nottingham Ningbo China | null | null | Technical Report-Feb-01 | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Emerging Autonomous Vehicles (AV) breed great potentials to exploit
data-driven techniques for adaptive and personalized Human-Vehicle
Interactions. However, the lack of high-quality and rich data supports limits
the opportunities to explore the design space of data-driven techniques, and
validate the effectiveness o... | [
{
"created": "Mon, 14 Feb 2022 06:07:32 GMT",
"version": "v1"
}
] | 2022-02-15 | [
[
"Jin",
"Wangkai",
""
],
[
"Duan",
"Yicun",
""
],
[
"Liu",
"Junyu",
""
],
[
"Huang",
"Shuchang",
""
],
[
"Xiong",
"Zeyu",
""
],
[
"Peng",
"Xiangjun",
""
]
] | Emerging Autonomous Vehicles (AV) breed great potentials to exploit data-driven techniques for adaptive and personalized Human-Vehicle Interactions. However, the lack of high-quality and rich data supports limits the opportunities to explore the design space of data-driven techniques, and validate the effectiveness of ... |
2307.07462 | Tao Hou | Tamal K. Dey, Tao Hou | Computing Zigzag Vineyard Efficiently Including Expansions and
Contractions | Updated funding information for one co-author | null | null | null | cs.CG math.AT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Vines and vineyard connecting a stack of persistence diagrams have been
introduced in the non-zigzag setting by Cohen-Steiner et al. We consider
computing these vines over changing filtrations for zigzag persistence while
incorporating two more operations: expansions and contractions in addition to
the transpositions... | [
{
"created": "Fri, 14 Jul 2023 16:43:23 GMT",
"version": "v1"
},
{
"created": "Mon, 24 Jul 2023 22:01:20 GMT",
"version": "v2"
},
{
"created": "Thu, 14 Dec 2023 02:22:19 GMT",
"version": "v3"
},
{
"created": "Wed, 14 Feb 2024 19:03:21 GMT",
"version": "v4"
},
{
"c... | 2024-02-20 | [
[
"Dey",
"Tamal K.",
""
],
[
"Hou",
"Tao",
""
]
] | Vines and vineyard connecting a stack of persistence diagrams have been introduced in the non-zigzag setting by Cohen-Steiner et al. We consider computing these vines over changing filtrations for zigzag persistence while incorporating two more operations: expansions and contractions in addition to the transpositions c... |
2003.00944 | Steve Huntsman | Steve Huntsman | Path homology as a stronger analogue of cyclomatic complexity | null | null | null | null | cs.SE math.AT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cyclomatic complexity is an incompletely specified but mathematically
principled software metric that can be usefully applied to both source and
binary code. We consider the application of path homology as a stronger
analogue of cyclomatic complexity. We have implemented an algorithm to compute
path homology in arbit... | [
{
"created": "Mon, 2 Mar 2020 14:45:10 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Jul 2020 19:50:35 GMT",
"version": "v2"
},
{
"created": "Wed, 29 Jul 2020 16:02:17 GMT",
"version": "v3"
},
{
"created": "Thu, 27 Aug 2020 14:04:28 GMT",
"version": "v4"
}
] | 2020-08-28 | [
[
"Huntsman",
"Steve",
""
]
] | Cyclomatic complexity is an incompletely specified but mathematically principled software metric that can be usefully applied to both source and binary code. We consider the application of path homology as a stronger analogue of cyclomatic complexity. We have implemented an algorithm to compute path homology in arbitra... |
1705.07105 | Charalampos Nikolaou | Charalampos Nikolaou and Egor V. Kostylev and George Konstantinidis
and Mark Kaminski and Bernardo Cuenca Grau and Ian Horrocks | The Bag Semantics of Ontology-Based Data Access | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Ontology-based data access (OBDA) is a popular approach for integrating and
querying multiple data sources by means of a shared ontology. The ontology is
linked to the sources using mappings, which assign views over the data to
ontology predicates. Motivated by the need for OBDA systems supporting
database-style aggr... | [
{
"created": "Fri, 19 May 2017 17:33:28 GMT",
"version": "v1"
}
] | 2017-05-22 | [
[
"Nikolaou",
"Charalampos",
""
],
[
"Kostylev",
"Egor V.",
""
],
[
"Konstantinidis",
"George",
""
],
[
"Kaminski",
"Mark",
""
],
[
"Grau",
"Bernardo Cuenca",
""
],
[
"Horrocks",
"Ian",
""
]
] | Ontology-based data access (OBDA) is a popular approach for integrating and querying multiple data sources by means of a shared ontology. The ontology is linked to the sources using mappings, which assign views over the data to ontology predicates. Motivated by the need for OBDA systems supporting database-style aggreg... |
2401.03321 | Yintao Tai | Yintao Tai, Xiyang Liao, Alessandro Suglia, Antonio Vergari | PIXAR: Auto-Regressive Language Modeling in Pixel Space | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by-sa/4.0/ | Recent work showed the possibility of building open-vocabulary large language
models (LLMs) that directly operate on pixel representations. These models are
implemented as autoencoders that reconstruct masked patches of rendered text.
However, these pixel-based LLMs are limited to discriminative tasks (e.g.,
classifi... | [
{
"created": "Sat, 6 Jan 2024 22:49:38 GMT",
"version": "v1"
},
{
"created": "Fri, 23 Feb 2024 19:06:35 GMT",
"version": "v2"
}
] | 2024-02-27 | [
[
"Tai",
"Yintao",
""
],
[
"Liao",
"Xiyang",
""
],
[
"Suglia",
"Alessandro",
""
],
[
"Vergari",
"Antonio",
""
]
] | Recent work showed the possibility of building open-vocabulary large language models (LLMs) that directly operate on pixel representations. These models are implemented as autoencoders that reconstruct masked patches of rendered text. However, these pixel-based LLMs are limited to discriminative tasks (e.g., classifica... |
1806.07844 | Alessandro Bay | Alessandro Bay, Panagiotis Sidiropoulos, Eduard Vazquez, and Michele
Sasdelli | Hide and Seek tracker: Real-time recovery from target loss | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we examine the real-time recovery of a video tracker from a
target loss, using information that is already available from the original
tracker and without a significant computational overhead. More specifically,
before using the tracker output to update the target position we estimate the
detection con... | [
{
"created": "Wed, 20 Jun 2018 17:09:02 GMT",
"version": "v1"
}
] | 2018-06-21 | [
[
"Bay",
"Alessandro",
""
],
[
"Sidiropoulos",
"Panagiotis",
""
],
[
"Vazquez",
"Eduard",
""
],
[
"Sasdelli",
"Michele",
""
]
] | In this paper, we examine the real-time recovery of a video tracker from a target loss, using information that is already available from the original tracker and without a significant computational overhead. More specifically, before using the tracker output to update the target position we estimate the detection confi... |
2206.08361 | Keqiang Sun | Keqiang Sun, Shangzhe Wu, Zhaoyang Huang, Ning Zhang, Quan Wang,
HongSheng Li | Controllable 3D Face Synthesis with Conditional Generative Occupancy
Fields | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Capitalizing on the recent advances in image generation models, existing
controllable face image synthesis methods are able to generate high-fidelity
images with some levels of controllability, e.g., controlling the shapes,
expressions, textures, and poses of the generated face images. However, these
methods focus on... | [
{
"created": "Thu, 16 Jun 2022 17:58:42 GMT",
"version": "v1"
},
{
"created": "Mon, 12 Dec 2022 07:03:07 GMT",
"version": "v2"
}
] | 2022-12-13 | [
[
"Sun",
"Keqiang",
""
],
[
"Wu",
"Shangzhe",
""
],
[
"Huang",
"Zhaoyang",
""
],
[
"Zhang",
"Ning",
""
],
[
"Wang",
"Quan",
""
],
[
"Li",
"HongSheng",
""
]
] | Capitalizing on the recent advances in image generation models, existing controllable face image synthesis methods are able to generate high-fidelity images with some levels of controllability, e.g., controlling the shapes, expressions, textures, and poses of the generated face images. However, these methods focus on 2... |
1403.7991 | Mirtha Lina Fern\'andez Venero | Mirtha Lina Fern\'andez Venero and Fl\'avio Soares Corr\^ea da Silva | A general translation from nested Petri nets into PROMELA | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Nested Petri nets have been applied for modeling interaction protocols,
mobility, adaptive systems and interorganizational workflows. However, few
results have been reported on the use of automated tools for analyzing the
behavior of these nets. In this paper we present a general translation from
nested Petri nets in... | [
{
"created": "Mon, 31 Mar 2014 13:34:44 GMT",
"version": "v1"
}
] | 2014-04-01 | [
[
"Venero",
"Mirtha Lina Fernández",
""
],
[
"da Silva",
"Flávio Soares Corrêa",
""
]
] | Nested Petri nets have been applied for modeling interaction protocols, mobility, adaptive systems and interorganizational workflows. However, few results have been reported on the use of automated tools for analyzing the behavior of these nets. In this paper we present a general translation from nested Petri nets into... |
2004.03352 | Salman Shaikh Dr | Salman Ahmed Shaikh, Komal Mariam, Hiroyuki Kitagawa, Kyoung-Sook Kim | GeoFlink: A Distributed and Scalable Framework for the Real-time
Processing of Spatial Streams | CIKM 2020 Preprint | null | null | null | cs.DB cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Apache Flink is an open-source system for scalable processing of batch and
streaming data. Flink does not natively support efficient processing of spatial
data streams, which is a requirement of many applications dealing with spatial
data. Besides Flink, other scalable spatial data processing platforms including
GeoS... | [
{
"created": "Tue, 7 Apr 2020 13:27:02 GMT",
"version": "v1"
},
{
"created": "Wed, 15 Apr 2020 05:06:13 GMT",
"version": "v2"
},
{
"created": "Mon, 3 Aug 2020 01:25:46 GMT",
"version": "v3"
}
] | 2020-08-04 | [
[
"Shaikh",
"Salman Ahmed",
""
],
[
"Mariam",
"Komal",
""
],
[
"Kitagawa",
"Hiroyuki",
""
],
[
"Kim",
"Kyoung-Sook",
""
]
] | Apache Flink is an open-source system for scalable processing of batch and streaming data. Flink does not natively support efficient processing of spatial data streams, which is a requirement of many applications dealing with spatial data. Besides Flink, other scalable spatial data processing platforms including GeoSpa... |
2210.16656 | Jiachen Liu | Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha Madhyastha,
Mosharaf Chowdhury | Auxo: Efficient Federated Learning via Scalable Client Clustering | 18 pages | null | 10.1145/3620678.3624651 | null | cs.LG cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Federated learning (FL) is an emerging machine learning (ML) paradigm that
enables heterogeneous edge devices to collaboratively train ML models without
revealing their raw data to a logically centralized server. However, beyond the
heterogeneous device capacity, FL participants often exhibit differences in
their dat... | [
{
"created": "Sat, 29 Oct 2022 17:36:51 GMT",
"version": "v1"
},
{
"created": "Sat, 30 Sep 2023 05:19:26 GMT",
"version": "v2"
}
] | 2023-10-03 | [
[
"Liu",
"Jiachen",
""
],
[
"Lai",
"Fan",
""
],
[
"Dai",
"Yinwei",
""
],
[
"Akella",
"Aditya",
""
],
[
"Madhyastha",
"Harsha",
""
],
[
"Chowdhury",
"Mosharaf",
""
]
] | Federated learning (FL) is an emerging machine learning (ML) paradigm that enables heterogeneous edge devices to collaboratively train ML models without revealing their raw data to a logically centralized server. However, beyond the heterogeneous device capacity, FL participants often exhibit differences in their data ... |
1804.01041 | Prashant Mathur | Prashant Mathur, Nicola Ueffing and Gregor Leusch | Multi-lingual neural title generation for e-Commerce browse pages | To appear in NAACL 2018 (Industry track), 8 pages | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | To provide better access of the inventory to buyers and better search engine
optimization, e-Commerce websites are automatically generating millions of
easily searchable browse pages. A browse page consists of a set of slot
name/value pairs within a given category, grouping multiple items which share
some characteris... | [
{
"created": "Tue, 3 Apr 2018 15:41:44 GMT",
"version": "v1"
}
] | 2018-04-04 | [
[
"Mathur",
"Prashant",
""
],
[
"Ueffing",
"Nicola",
""
],
[
"Leusch",
"Gregor",
""
]
] | To provide better access of the inventory to buyers and better search engine optimization, e-Commerce websites are automatically generating millions of easily searchable browse pages. A browse page consists of a set of slot name/value pairs within a given category, grouping multiple items which share some characteristi... |
1909.08011 | Omar Maraqa | Omar Maraqa, Aditya S. Rajasekaran (Member, IEEE), Saad Al-Ahmadi,
Halim Yanikomeroglu (Fellow, IEEE), Sadiq M. Sait (Senior Member, IEEE) | A Survey of Rate-optimal Power Domain NOMA with Enabling Technologies of
Future Wireless Networks | Accepted for publication in IEEE Surveys and Tutorials, July 2020 | null | 10.1109/COMST.2020.3013514 | null | cs.IT cs.NI eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The ambitious high data-rate applications in the envisioned future B5G
networks require new solutions, including the advent of more advanced
architectures than the ones already used in 5G networks, and the coalition of
different communications schemes and technologies to enable these applications
requirements. Among ... | [
{
"created": "Tue, 17 Sep 2019 18:15:01 GMT",
"version": "v1"
},
{
"created": "Fri, 21 Feb 2020 18:51:02 GMT",
"version": "v2"
},
{
"created": "Wed, 24 Jun 2020 19:58:38 GMT",
"version": "v3"
},
{
"created": "Thu, 30 Jul 2020 11:03:02 GMT",
"version": "v4"
}
] | 2020-08-05 | [
[
"Maraqa",
"Omar",
"",
"Member, IEEE"
],
[
"Rajasekaran",
"Aditya S.",
"",
"Member, IEEE"
],
[
"Al-Ahmadi",
"Saad",
"",
"Fellow, IEEE"
],
[
"Yanikomeroglu",
"Halim",
"",
"Fellow, IEEE"
],
[
"Sait",
"Sadiq M.",
"",
"Seni... | The ambitious high data-rate applications in the envisioned future B5G networks require new solutions, including the advent of more advanced architectures than the ones already used in 5G networks, and the coalition of different communications schemes and technologies to enable these applications requirements. Among th... |
1812.03781 | Pranav A | Pranav A, Nick Sukiennik, Pan Hui | Inflo: News Categorization and Keyphrase Extraction for Implementation
in an Aggregation System | Demo paper, links inside the paper | null | null | null | cs.IR cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The work herein describes a system for automatic news category and keyphrase
labeling, presented in the context of our motivation to improve the speed at
which a user can find relevant and interesting content within an aggregation
platform. A set of 12 discrete categories were applied to over 500,000 news
articles fo... | [
{
"created": "Mon, 10 Dec 2018 13:36:09 GMT",
"version": "v1"
}
] | 2018-12-11 | [
[
"A",
"Pranav",
""
],
[
"Sukiennik",
"Nick",
""
],
[
"Hui",
"Pan",
""
]
] | The work herein describes a system for automatic news category and keyphrase labeling, presented in the context of our motivation to improve the speed at which a user can find relevant and interesting content within an aggregation platform. A set of 12 discrete categories were applied to over 500,000 news articles for ... |
2305.13275 | Ziaullah Momand | Ziaullah Momand, Debajyoti Pal, Pornchai Mongkolnam, Jonathan H. Chan | A Machine Learning Approach to Detect Dehydration in Afghan Children | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by-sa/4.0/ | Child dehydration is a significant health concern, especially among children
under 5 years of age who are more susceptible to diarrhea and vomiting. In
Afghanistan, severe diarrhea contributes to child mortality due to dehydration.
However, there is no evidence of research exploring the potential of machine
learning ... | [
{
"created": "Mon, 22 May 2023 17:36:21 GMT",
"version": "v1"
}
] | 2023-05-23 | [
[
"Momand",
"Ziaullah",
""
],
[
"Pal",
"Debajyoti",
""
],
[
"Mongkolnam",
"Pornchai",
""
],
[
"Chan",
"Jonathan H.",
""
]
] | Child dehydration is a significant health concern, especially among children under 5 years of age who are more susceptible to diarrhea and vomiting. In Afghanistan, severe diarrhea contributes to child mortality due to dehydration. However, there is no evidence of research exploring the potential of machine learning te... |
2002.06043 | Wouter Kool | Wouter Kool, Herke van Hoof, Max Welling | Estimating Gradients for Discrete Random Variables by Sampling without
Replacement | ICLR 2020 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We derive an unbiased estimator for expectations over discrete random
variables based on sampling without replacement, which reduces variance as it
avoids duplicate samples. We show that our estimator can be derived as the
Rao-Blackwellization of three different estimators. Combining our estimator
with REINFORCE, we ... | [
{
"created": "Fri, 14 Feb 2020 14:15:18 GMT",
"version": "v1"
}
] | 2020-02-17 | [
[
"Kool",
"Wouter",
""
],
[
"van Hoof",
"Herke",
""
],
[
"Welling",
"Max",
""
]
] | We derive an unbiased estimator for expectations over discrete random variables based on sampling without replacement, which reduces variance as it avoids duplicate samples. We show that our estimator can be derived as the Rao-Blackwellization of three different estimators. Combining our estimator with REINFORCE, we ob... |
2307.12146 | Asif Imran | Raj Narendra Shah, Sameer Ahmed Mohamed, Asif Imran, Tevfik Kosar | CloudScent: a model for code smell analysis in open-source cloud | null | null | null | null | cs.SE cs.DC | http://creativecommons.org/licenses/by/4.0/ | The low cost and rapid provisioning capabilities have made open-source cloud
a desirable platform to launch industrial applications. However, as open-source
cloud moves towards maturity, it still suffers from quality issues like code
smells. Although, a great emphasis has been provided on the economic benefits
of dep... | [
{
"created": "Sat, 22 Jul 2023 19:01:38 GMT",
"version": "v1"
}
] | 2023-07-25 | [
[
"Shah",
"Raj Narendra",
""
],
[
"Mohamed",
"Sameer Ahmed",
""
],
[
"Imran",
"Asif",
""
],
[
"Kosar",
"Tevfik",
""
]
] | The low cost and rapid provisioning capabilities have made open-source cloud a desirable platform to launch industrial applications. However, as open-source cloud moves towards maturity, it still suffers from quality issues like code smells. Although, a great emphasis has been provided on the economic benefits of deplo... |
2101.08523 | Ashutosh Modi | Vijit Malik and Ashwani Bhat and Ashutosh Modi | Adv-OLM: Generating Textual Adversaries via OLM | 5 Pages + 1 Page references + 3 Pages Appendix, Accepted at EACL 2021 | null | null | null | cs.CL cs.AI cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Deep learning models are susceptible to adversarial examples that have
imperceptible perturbations in the original input, resulting in adversarial
attacks against these models. Analysis of these attacks on the state of the art
transformers in NLP can help improve the robustness of these models against
such adversaria... | [
{
"created": "Thu, 21 Jan 2021 10:04:56 GMT",
"version": "v1"
}
] | 2021-01-22 | [
[
"Malik",
"Vijit",
""
],
[
"Bhat",
"Ashwani",
""
],
[
"Modi",
"Ashutosh",
""
]
] | Deep learning models are susceptible to adversarial examples that have imperceptible perturbations in the original input, resulting in adversarial attacks against these models. Analysis of these attacks on the state of the art transformers in NLP can help improve the robustness of these models against such adversarial ... |
2306.08111 | Rishabh Khandelwal | Rishabh Khandelwal, Asmit Nayak, Paul Chung, and Kassem Fawaz | Unpacking Privacy Labels: A Measurement and Developer Perspective on
Google's Data Safety Section | null | null | null | null | cs.CY cs.HC | http://creativecommons.org/licenses/by/4.0/ | Google has mandated developers to use Data Safety Sections (DSS) to increase
transparency in data collection and sharing practices. In this paper, we
present a comprehensive analysis of Google's Data Safety Section (DSS) using
both quantitative and qualitative methods. We conduct the first large-scale
measurement stu... | [
{
"created": "Tue, 13 Jun 2023 20:01:08 GMT",
"version": "v1"
}
] | 2023-06-16 | [
[
"Khandelwal",
"Rishabh",
""
],
[
"Nayak",
"Asmit",
""
],
[
"Chung",
"Paul",
""
],
[
"Fawaz",
"Kassem",
""
]
] | Google has mandated developers to use Data Safety Sections (DSS) to increase transparency in data collection and sharing practices. In this paper, we present a comprehensive analysis of Google's Data Safety Section (DSS) using both quantitative and qualitative methods. We conduct the first large-scale measurement study... |
1903.03014 | Xavier Goaoc | Xavier Goaoc, Andreas Holmsen and Cyril Nicaud | An Experimental Study of Forbidden Patterns in Geometric Permutations by
Combinatorial Lifting | null | null | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the problem of deciding if a given triple of permutations can be
realized as geometric permutations of disjoint convex sets in $\mathbb{R}^3$.
We show that this question, which is equivalent to deciding the emptiness of
certain semi-algebraic sets bounded by cubic polynomials, can be "lifted" to a
purely com... | [
{
"created": "Thu, 7 Mar 2019 16:02:20 GMT",
"version": "v1"
}
] | 2019-03-08 | [
[
"Goaoc",
"Xavier",
""
],
[
"Holmsen",
"Andreas",
""
],
[
"Nicaud",
"Cyril",
""
]
] | We study the problem of deciding if a given triple of permutations can be realized as geometric permutations of disjoint convex sets in $\mathbb{R}^3$. We show that this question, which is equivalent to deciding the emptiness of certain semi-algebraic sets bounded by cubic polynomials, can be "lifted" to a purely combi... |
1904.12409 | Scott Stoller | Scott D. Stoller and Yanhong A. Liu | Algorithm Diversity for Resilient Systems | null | In Proceedings of the 33rd Annual IFIP WG 11.3 Working Conference
on Data and Applications Security and Privacy (DBSec 2019), volume 11559 of
Lecture Notes in Computer Science. Springer-Verlag, 2019 | 10.1007/978-3-030-22479-0_19 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Diversity can significantly increase the resilience of systems, by reducing
the prevalence of shared vulnerabilities and making vulnerabilities harder to
exploit. Work on software diversity for security typically creates variants of
a program using low-level code transformations. This paper is the first to
study algo... | [
{
"created": "Mon, 29 Apr 2019 00:56:48 GMT",
"version": "v1"
}
] | 2019-07-23 | [
[
"Stoller",
"Scott D.",
""
],
[
"Liu",
"Yanhong A.",
""
]
] | Diversity can significantly increase the resilience of systems, by reducing the prevalence of shared vulnerabilities and making vulnerabilities harder to exploit. Work on software diversity for security typically creates variants of a program using low-level code transformations. This paper is the first to study algori... |
2310.10634 | Fan Zhou | Tianbao Xie, Fan Zhou, Zhoujun Cheng, Peng Shi, Luoxuan Weng, Yitao
Liu, Toh Jing Hua, Junning Zhao, Qian Liu, Che Liu, Leo Z. Liu, Yiheng Xu,
Hongjin Su, Dongchan Shin, Caiming Xiong, Tao Yu | OpenAgents: An Open Platform for Language Agents in the Wild | 34 pages, 8 figures | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Language agents show potential in being capable of utilizing natural language
for varied and intricate tasks in diverse environments, particularly when built
upon large language models (LLMs). Current language agent frameworks aim to
facilitate the construction of proof-of-concept language agents while
neglecting the... | [
{
"created": "Mon, 16 Oct 2023 17:54:53 GMT",
"version": "v1"
}
] | 2023-10-17 | [
[
"Xie",
"Tianbao",
""
],
[
"Zhou",
"Fan",
""
],
[
"Cheng",
"Zhoujun",
""
],
[
"Shi",
"Peng",
""
],
[
"Weng",
"Luoxuan",
""
],
[
"Liu",
"Yitao",
""
],
[
"Hua",
"Toh Jing",
""
],
[
"Zhao",
"Junning... | Language agents show potential in being capable of utilizing natural language for varied and intricate tasks in diverse environments, particularly when built upon large language models (LLMs). Current language agent frameworks aim to facilitate the construction of proof-of-concept language agents while neglecting the n... |
1108.3848 | Juraj Dzifcak | Chitta Baral and Juraj Dzifcak | Language understanding as a step towards human level intelligence -
automatizing the construction of the initial dictionary from example
sentences | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For a system to understand natural language, it needs to be able to take
natural language text and answer questions given in natural language with
respect to that text; it also needs to be able to follow instructions given in
natural language. To achieve this, a system must be able to process natural
language and be ... | [
{
"created": "Thu, 18 Aug 2011 20:12:50 GMT",
"version": "v1"
}
] | 2011-08-22 | [
[
"Baral",
"Chitta",
""
],
[
"Dzifcak",
"Juraj",
""
]
] | For a system to understand natural language, it needs to be able to take natural language text and answer questions given in natural language with respect to that text; it also needs to be able to follow instructions given in natural language. To achieve this, a system must be able to process natural language and be ab... |
2103.00124 | Muhammad Usman | Muhammad Usman, Yannic Noller, Corina Pasareanu, Youcheng Sun, Divya
Gopinath | NEUROSPF: A tool for the Symbolic Analysis of Neural Networks | null | null | null | null | cs.LG cs.AI cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents NEUROSPF, a tool for the symbolic analysis of neural
networks. Given a trained neural network model, the tool extracts the
architecture and model parameters and translates them into a Java
representation that is amenable for analysis using the Symbolic PathFinder
symbolic execution tool. Notably, ... | [
{
"created": "Sat, 27 Feb 2021 04:28:11 GMT",
"version": "v1"
}
] | 2021-03-02 | [
[
"Usman",
"Muhammad",
""
],
[
"Noller",
"Yannic",
""
],
[
"Pasareanu",
"Corina",
""
],
[
"Sun",
"Youcheng",
""
],
[
"Gopinath",
"Divya",
""
]
] | This paper presents NEUROSPF, a tool for the symbolic analysis of neural networks. Given a trained neural network model, the tool extracts the architecture and model parameters and translates them into a Java representation that is amenable for analysis using the Symbolic PathFinder symbolic execution tool. Notably, NE... |
2304.05351 | Qianqian Xie | Qianqian Xie, Weiguang Han, Yanzhao Lai, Min Peng, Jimin Huang | The Wall Street Neophyte: A Zero-Shot Analysis of ChatGPT Over
MultiModal Stock Movement Prediction Challenges | 13 pages | null | null | null | cs.CL cs.LG q-fin.ST | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, large language models (LLMs) like ChatGPT have demonstrated
remarkable performance across a variety of natural language processing tasks.
However, their effectiveness in the financial domain, specifically in
predicting stock market movements, remains to be explored. In this paper, we
conduct an extensive ze... | [
{
"created": "Mon, 10 Apr 2023 04:31:00 GMT",
"version": "v1"
},
{
"created": "Fri, 28 Apr 2023 12:06:43 GMT",
"version": "v2"
}
] | 2023-05-01 | [
[
"Xie",
"Qianqian",
""
],
[
"Han",
"Weiguang",
""
],
[
"Lai",
"Yanzhao",
""
],
[
"Peng",
"Min",
""
],
[
"Huang",
"Jimin",
""
]
] | Recently, large language models (LLMs) like ChatGPT have demonstrated remarkable performance across a variety of natural language processing tasks. However, their effectiveness in the financial domain, specifically in predicting stock market movements, remains to be explored. In this paper, we conduct an extensive zero... |
1406.6889 | Pierre-\'Etienne Meunier | Pierre-\'Etienne Meunier | Noncooperative algorithms in self-assembly | A few bug fixes and typo corrections | null | null | null | cs.CG cs.CC cs.DS cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We show the first non-trivial positive algorithmic results (i.e. programs
whose output is larger than their size), in a model of self-assembly that has
so far resisted many attempts of formal analysis or programming: the planar
non-cooperative variant of Winfree's abstract Tile Assembly Model.
This model has been t... | [
{
"created": "Thu, 26 Jun 2014 13:52:19 GMT",
"version": "v1"
},
{
"created": "Thu, 10 Jul 2014 17:22:50 GMT",
"version": "v2"
}
] | 2014-07-11 | [
[
"Meunier",
"Pierre-Étienne",
""
]
] | We show the first non-trivial positive algorithmic results (i.e. programs whose output is larger than their size), in a model of self-assembly that has so far resisted many attempts of formal analysis or programming: the planar non-cooperative variant of Winfree's abstract Tile Assembly Model. This model has been the c... |
2212.13406 | Arka Ray | Anand Louis, Rameesh Paul and Arka Ray | Sparse Cuts in Hypergraphs from Random Walks on Simplicial Complexes | 27 pages; | null | null | null | cs.DS math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | There are a lot of recent works on generalizing the spectral theory of graphs
and graph partitioning to hypergraphs. There have been two broad directions
toward this goal. One generalizes the notion of graph conductance to hypergraph
conductance [LM16, CLTZ18]. In the second approach one can view a hypergraph as
a si... | [
{
"created": "Tue, 27 Dec 2022 08:25:29 GMT",
"version": "v1"
},
{
"created": "Sat, 11 Feb 2023 11:40:46 GMT",
"version": "v2"
},
{
"created": "Tue, 3 Oct 2023 11:58:19 GMT",
"version": "v3"
}
] | 2023-10-04 | [
[
"Louis",
"Anand",
""
],
[
"Paul",
"Rameesh",
""
],
[
"Ray",
"Arka",
""
]
] | There are a lot of recent works on generalizing the spectral theory of graphs and graph partitioning to hypergraphs. There have been two broad directions toward this goal. One generalizes the notion of graph conductance to hypergraph conductance [LM16, CLTZ18]. In the second approach one can view a hypergraph as a simp... |
2006.12983 | Yuval Tassa | Yuval Tassa, Saran Tunyasuvunakool, Alistair Muldal, Yotam Doron,
Piotr Trochim, Siqi Liu, Steven Bohez, Josh Merel, Tom Erez, Timothy
Lillicrap, Nicolas Heess | dm_control: Software and Tasks for Continuous Control | arXiv admin note: text overlap with arXiv:1801.00690 | null | 10.1016/j.simpa.2020.100022 | null | cs.RO cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The dm_control software package is a collection of Python libraries and task
suites for reinforcement learning agents in an articulated-body simulation. A
MuJoCo wrapper provides convenient bindings to functions and data structures.
The PyMJCF and Composer libraries enable procedural model manipulation and task
autho... | [
{
"created": "Mon, 22 Jun 2020 17:52:00 GMT",
"version": "v1"
},
{
"created": "Mon, 7 Sep 2020 14:28:10 GMT",
"version": "v2"
}
] | 2020-09-08 | [
[
"Tassa",
"Yuval",
""
],
[
"Tunyasuvunakool",
"Saran",
""
],
[
"Muldal",
"Alistair",
""
],
[
"Doron",
"Yotam",
""
],
[
"Trochim",
"Piotr",
""
],
[
"Liu",
"Siqi",
""
],
[
"Bohez",
"Steven",
""
],
[
"M... | The dm_control software package is a collection of Python libraries and task suites for reinforcement learning agents in an articulated-body simulation. A MuJoCo wrapper provides convenient bindings to functions and data structures. The PyMJCF and Composer libraries enable procedural model manipulation and task authori... |
1805.09959 | Eric Clark Mr. | Eric M. Clark, Ted James, Chris A. Jones, Amulya Alapati, Promise
Ukandu, Christopher M. Danforth, Peter Sheridan Dodds | A Sentiment Analysis of Breast Cancer Treatment Experiences and
Healthcare Perceptions Across Twitter | null | null | null | null | cs.CL cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Background: Social media has the capacity to afford the healthcare industry
with valuable feedback from patients who reveal and express their medical
decision-making process, as well as self-reported quality of life indicators
both during and post treatment. In prior work, [Crannell et. al.], we have
studied an activ... | [
{
"created": "Fri, 25 May 2018 03:13:49 GMT",
"version": "v1"
},
{
"created": "Fri, 12 Oct 2018 23:45:08 GMT",
"version": "v2"
}
] | 2018-10-16 | [
[
"Clark",
"Eric M.",
""
],
[
"James",
"Ted",
""
],
[
"Jones",
"Chris A.",
""
],
[
"Alapati",
"Amulya",
""
],
[
"Ukandu",
"Promise",
""
],
[
"Danforth",
"Christopher M.",
""
],
[
"Dodds",
"Peter Sheridan",
""... | Background: Social media has the capacity to afford the healthcare industry with valuable feedback from patients who reveal and express their medical decision-making process, as well as self-reported quality of life indicators both during and post treatment. In prior work, [Crannell et. al.], we have studied an active ... |
2012.00743 | Stefanos Antaris | Dimitrios Rafailidis, Stefanos Antaris | Adaptive Neural Architectures for Recommender Systems | null | null | null | null | cs.IR cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Deep learning has proved an effective means to capture the non-linear
associations of user preferences. However, the main drawback of existing deep
learning architectures is that they follow a fixed recommendation strategy,
ignoring users' real time-feedback. Recent advances of deep reinforcement
strategies showed th... | [
{
"created": "Wed, 11 Nov 2020 09:43:20 GMT",
"version": "v1"
}
] | 2020-12-02 | [
[
"Rafailidis",
"Dimitrios",
""
],
[
"Antaris",
"Stefanos",
""
]
] | Deep learning has proved an effective means to capture the non-linear associations of user preferences. However, the main drawback of existing deep learning architectures is that they follow a fixed recommendation strategy, ignoring users' real time-feedback. Recent advances of deep reinforcement strategies showed that... |
2401.05300 | Tristan Thrush | Tristan Thrush, Jared Moore, Miguel Monares, Christopher Potts, Douwe
Kiela | I am a Strange Dataset: Metalinguistic Tests for Language Models | ACL 2024 | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Statements involving metalinguistic self-reference ("This paper has six
sections.") are prevalent in many domains. Can current large language models
(LLMs) handle such language? In this paper, we present "I am a Strange
Dataset", a new dataset for addressing this question. There are two subtasks:
generation and verif... | [
{
"created": "Wed, 10 Jan 2024 18:06:27 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Aug 2024 19:24:42 GMT",
"version": "v2"
}
] | 2024-08-08 | [
[
"Thrush",
"Tristan",
""
],
[
"Moore",
"Jared",
""
],
[
"Monares",
"Miguel",
""
],
[
"Potts",
"Christopher",
""
],
[
"Kiela",
"Douwe",
""
]
] | Statements involving metalinguistic self-reference ("This paper has six sections.") are prevalent in many domains. Can current large language models (LLMs) handle such language? In this paper, we present "I am a Strange Dataset", a new dataset for addressing this question. There are two subtasks: generation and verific... |
2308.12547 | Rafael Zimmer | Rafael Zimmer and Marcos Sobral and Helio Azevedo | Hybrid Models for Facial Emotion Recognition in Children | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-sa/4.0/ | This paper focuses on the use of emotion recognition techniques to assist
psychologists in performing children's therapy through remotely robot operated
sessions. In the field of psychology, the use of agent-mediated therapy is
growing increasingly given recent advances in robotics and computer science.
Specifically,... | [
{
"created": "Thu, 24 Aug 2023 04:20:20 GMT",
"version": "v1"
}
] | 2023-08-25 | [
[
"Zimmer",
"Rafael",
""
],
[
"Sobral",
"Marcos",
""
],
[
"Azevedo",
"Helio",
""
]
] | This paper focuses on the use of emotion recognition techniques to assist psychologists in performing children's therapy through remotely robot operated sessions. In the field of psychology, the use of agent-mediated therapy is growing increasingly given recent advances in robotics and computer science. Specifically, t... |
2401.13794 | Ayad Ghany Ismaeel | Ayad Ghany Ismaeel, Krishnadas Janardhanan, Manishankar Sankar,
Yuvaraj Natarajan, Sarmad Nozad Mahmood, Sameer Alani, and Akram H. Shather | Traffic Pattern Classification in Smart Cities Using Deep Recurrent
Neural Network | 18 pages, 6 figures, 3 tables | sustainability 2023, 15, 14522 | 10.3390/su151914522 | null | cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This paper examines the use of deep recurrent neural networks to classify
traffic patterns in smart cities. We propose a novel approach to traffic
pattern classification based on deep recurrent neural networks, which can
effectively capture traffic patterns' dynamic and sequential features. The
proposed model combine... | [
{
"created": "Wed, 24 Jan 2024 20:24:32 GMT",
"version": "v1"
}
] | 2024-01-26 | [
[
"Ismaeel",
"Ayad Ghany",
""
],
[
"Janardhanan",
"Krishnadas",
""
],
[
"Sankar",
"Manishankar",
""
],
[
"Natarajan",
"Yuvaraj",
""
],
[
"Mahmood",
"Sarmad Nozad",
""
],
[
"Alani",
"Sameer",
""
],
[
"Shather",
"A... | This paper examines the use of deep recurrent neural networks to classify traffic patterns in smart cities. We propose a novel approach to traffic pattern classification based on deep recurrent neural networks, which can effectively capture traffic patterns' dynamic and sequential features. The proposed model combines ... |
1707.00391 | Suresh Venkatasubramanian | Amanda Bower and Sarah N. Kitchen and Laura Niss and Martin J. Strauss
and Alexander Vargas and Suresh Venkatasubramanian | Fair Pipelines | Presented as a poster at the 2017 Workshop on Fairness,
Accountability, and Transparency in Machine Learning (FAT/ML 2017) | null | null | null | cs.CY cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This work facilitates ensuring fairness of machine learning in the real world
by decoupling fairness considerations in compound decisions. In particular,
this work studies how fairness propagates through a compound decision-making
processes, which we call a pipeline. Prior work in algorithmic fairness only
focuses on... | [
{
"created": "Mon, 3 Jul 2017 03:53:29 GMT",
"version": "v1"
}
] | 2017-07-04 | [
[
"Bower",
"Amanda",
""
],
[
"Kitchen",
"Sarah N.",
""
],
[
"Niss",
"Laura",
""
],
[
"Strauss",
"Martin J.",
""
],
[
"Vargas",
"Alexander",
""
],
[
"Venkatasubramanian",
"Suresh",
""
]
] | This work facilitates ensuring fairness of machine learning in the real world by decoupling fairness considerations in compound decisions. In particular, this work studies how fairness propagates through a compound decision-making processes, which we call a pipeline. Prior work in algorithmic fairness only focuses on f... |
2407.11052 | Meihan Liu | Meihan Liu, Zhen Zhang, Jiachen Tang, Jiajun Bu, Bingsheng He, Sheng
Zhou | Revisiting, Benchmarking and Understanding Unsupervised Graph Domain
Adaptation | null | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Unsupervised Graph Domain Adaptation (UGDA) involves the transfer of
knowledge from a label-rich source graph to an unlabeled target graph under
domain discrepancies. Despite the proliferation of methods designed for this
emerging task, the lack of standard experimental settings and fair performance
comparisons makes... | [
{
"created": "Tue, 9 Jul 2024 06:44:09 GMT",
"version": "v1"
}
] | 2024-07-17 | [
[
"Liu",
"Meihan",
""
],
[
"Zhang",
"Zhen",
""
],
[
"Tang",
"Jiachen",
""
],
[
"Bu",
"Jiajun",
""
],
[
"He",
"Bingsheng",
""
],
[
"Zhou",
"Sheng",
""
]
] | Unsupervised Graph Domain Adaptation (UGDA) involves the transfer of knowledge from a label-rich source graph to an unlabeled target graph under domain discrepancies. Despite the proliferation of methods designed for this emerging task, the lack of standard experimental settings and fair performance comparisons makes i... |
1206.1406 | Arundhati Walia Anu | Arundhati Walia, Syed i. Ahson | A Novel Advanced Heap Corruption and Security Method | 5 pages,9 figures | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Heap security has been a major concern since the past two decades. Recently
many methods have been proposed to secure heap i.e. to avoid heap overrun and
attacks. The paper describes a method suggested to secure heap at the operating
system level. Major emphasis is given to Solaris operating system's dynamic
memory m... | [
{
"created": "Thu, 7 Jun 2012 06:48:49 GMT",
"version": "v1"
}
] | 2012-06-08 | [
[
"Walia",
"Arundhati",
""
],
[
"Ahson",
"Syed i.",
""
]
] | Heap security has been a major concern since the past two decades. Recently many methods have been proposed to secure heap i.e. to avoid heap overrun and attacks. The paper describes a method suggested to secure heap at the operating system level. Major emphasis is given to Solaris operating system's dynamic memory man... |
1701.08492 | Tadashi Wadayama | Takafumi Nakano and Tadashi Wadayama | On Zero Error Capacity of Nearest Neighbor Error Channels with
Multilevel Alphabet | null | null | 10.1587/transfun.E100.A.2647 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper studies the zero error capacity of the Nearest Neighbor Error
(NNE) channels with a multilevel alphabet. In the NNE channels, a transmitted
symbol is a $d$-tuple of elements in $\{0,1,2,\dots, n-1 \}$. It is assumed
that only one element error to a nearest neighbor element in a transmitted
symbol can occur... | [
{
"created": "Mon, 30 Jan 2017 06:44:11 GMT",
"version": "v1"
}
] | 2018-02-14 | [
[
"Nakano",
"Takafumi",
""
],
[
"Wadayama",
"Tadashi",
""
]
] | This paper studies the zero error capacity of the Nearest Neighbor Error (NNE) channels with a multilevel alphabet. In the NNE channels, a transmitted symbol is a $d$-tuple of elements in $\{0,1,2,\dots, n-1 \}$. It is assumed that only one element error to a nearest neighbor element in a transmitted symbol can occur. ... |
1903.11693 | Philipp Mayr | Wolfgang Otto, Behnam Ghavimi, Philipp Mayr, Rajesh Piryani, Vivek
Kumar Singh | Highly cited references in PLOS ONE and their in-text usage over time | 6 pages, 3 figures, revised research-in-progress paper accepted at
the 17th International Conference on Scientometrics & Informetrics (ISSI
2019), Rome, Italy | null | null | null | cs.DL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this article, we describe highly cited publications in a PLOS ONE
full-text corpus. For these publications, we analyse the citation contexts
concerning their position in the text and their age at the time of citing. By
selecting the perspective of highly cited papers, we can distinguish them based
on the context d... | [
{
"created": "Wed, 27 Mar 2019 20:42:36 GMT",
"version": "v1"
},
{
"created": "Tue, 28 May 2019 11:03:42 GMT",
"version": "v2"
},
{
"created": "Wed, 9 Oct 2019 19:00:00 GMT",
"version": "v3"
}
] | 2019-10-11 | [
[
"Otto",
"Wolfgang",
""
],
[
"Ghavimi",
"Behnam",
""
],
[
"Mayr",
"Philipp",
""
],
[
"Piryani",
"Rajesh",
""
],
[
"Singh",
"Vivek Kumar",
""
]
] | In this article, we describe highly cited publications in a PLOS ONE full-text corpus. For these publications, we analyse the citation contexts concerning their position in the text and their age at the time of citing. By selecting the perspective of highly cited papers, we can distinguish them based on the context dur... |
2311.04581 | Suraj Mandal | Suraj Mandal and Debapriya Basu Roy | KiD: A Hardware Design Framework Targeting Unified NTT Multiplication
for CRYSTALS-Kyber and CRYSTALS-Dilithium on FPGA | null | null | null | null | cs.AR cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large-degree polynomial multiplication is an integral component of
post-quantum secure lattice-based cryptographic algorithms like CRYSTALS-Kyber
and Dilithium. The computational complexity of large-degree polynomial
multiplication can be reduced significantly through Number Theoretic
Transformation (NTT). In this pa... | [
{
"created": "Wed, 8 Nov 2023 10:26:13 GMT",
"version": "v1"
}
] | 2023-11-09 | [
[
"Mandal",
"Suraj",
""
],
[
"Roy",
"Debapriya Basu",
""
]
] | Large-degree polynomial multiplication is an integral component of post-quantum secure lattice-based cryptographic algorithms like CRYSTALS-Kyber and Dilithium. The computational complexity of large-degree polynomial multiplication can be reduced significantly through Number Theoretic Transformation (NTT). In this pape... |
2401.13570 | Xiaoya Zhai | Yanyan Yang, Lili Wang, Xiaoya Zhai, Kai Chen, Wenming Wu, Yunkai
Zhao, Ligang Liu, Xiao-Ming Fu | Guided Diffusion for Fast Inverse Design of Density-based Mechanical
Metamaterials | 13 pages, 6 figures | null | null | null | cs.CE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Mechanical metamaterial is a synthetic material that can possess
extraordinary physical characteristics, such as abnormal elasticity, stiffness,
and stability, by carefully designing its internal structure. To make
metamaterials contain delicate local structures with unique mechanical
properties, it is a potential me... | [
{
"created": "Wed, 24 Jan 2024 16:31:50 GMT",
"version": "v1"
},
{
"created": "Mon, 10 Jun 2024 11:26:14 GMT",
"version": "v2"
}
] | 2024-06-11 | [
[
"Yang",
"Yanyan",
""
],
[
"Wang",
"Lili",
""
],
[
"Zhai",
"Xiaoya",
""
],
[
"Chen",
"Kai",
""
],
[
"Wu",
"Wenming",
""
],
[
"Zhao",
"Yunkai",
""
],
[
"Liu",
"Ligang",
""
],
[
"Fu",
"Xiao-Ming",
... | Mechanical metamaterial is a synthetic material that can possess extraordinary physical characteristics, such as abnormal elasticity, stiffness, and stability, by carefully designing its internal structure. To make metamaterials contain delicate local structures with unique mechanical properties, it is a potential meth... |
1506.04107 | Istemi Ekin Akkus | Istemi Ekin Akkus and Nicholas Weaver | The Case for a General and Interaction-based Third-party Cookie Policy | In Proceedings of the 9th Workshop on Web 2.0 Security and Privacy
(W2SP) 2015 | null | null | null | cs.CR cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The privacy implications of third-party tracking is a well-studied problem.
Recent research has shown that besides data aggregators and behavioral
advertisers, online social networks also act as trackers via social widgets.
Existing cookie policies are not enough to solve these problems, pushing users
to employ black... | [
{
"created": "Fri, 12 Jun 2015 18:45:19 GMT",
"version": "v1"
}
] | 2015-06-15 | [
[
"Akkus",
"Istemi Ekin",
""
],
[
"Weaver",
"Nicholas",
""
]
] | The privacy implications of third-party tracking is a well-studied problem. Recent research has shown that besides data aggregators and behavioral advertisers, online social networks also act as trackers via social widgets. Existing cookie policies are not enough to solve these problems, pushing users to employ blackli... |
2208.10650 | Hanrui Zhang | Yuan Deng, Jieming Mao, Vahab Mirrokni, Hanrui Zhang, Song Zuo | Efficiency of the First-Price Auction in the Autobidding World | null | null | null | null | cs.GT cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the price of anarchy of the first-price auction in the autobidding
world, where bidders can be either utility maximizers (i.e., traditional
bidders) or value maximizers (i.e., autobidders). We show that with autobidders
only, the price of anarchy of the first-price auction is $1/2$, and with both
kinds of bi... | [
{
"created": "Mon, 22 Aug 2022 23:49:46 GMT",
"version": "v1"
}
] | 2022-08-24 | [
[
"Deng",
"Yuan",
""
],
[
"Mao",
"Jieming",
""
],
[
"Mirrokni",
"Vahab",
""
],
[
"Zhang",
"Hanrui",
""
],
[
"Zuo",
"Song",
""
]
] | We study the price of anarchy of the first-price auction in the autobidding world, where bidders can be either utility maximizers (i.e., traditional bidders) or value maximizers (i.e., autobidders). We show that with autobidders only, the price of anarchy of the first-price auction is $1/2$, and with both kinds of bidd... |
2303.14042 | Zilin Luo | Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun | Class-Incremental Exemplar Compression for Class-Incremental Learning | Accepted to CVPR 2023 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Exemplar-based class-incremental learning (CIL) finetunes the model with all
samples of new classes but few-shot exemplars of old classes in each
incremental phase, where the "few-shot" abides by the limited memory budget. In
this paper, we break this "few-shot" limit based on a simple yet surprisingly
effective idea... | [
{
"created": "Fri, 24 Mar 2023 14:51:20 GMT",
"version": "v1"
},
{
"created": "Sat, 8 Apr 2023 03:25:41 GMT",
"version": "v2"
}
] | 2023-04-11 | [
[
"Luo",
"Zilin",
""
],
[
"Liu",
"Yaoyao",
""
],
[
"Schiele",
"Bernt",
""
],
[
"Sun",
"Qianru",
""
]
] | Exemplar-based class-incremental learning (CIL) finetunes the model with all samples of new classes but few-shot exemplars of old classes in each incremental phase, where the "few-shot" abides by the limited memory budget. In this paper, we break this "few-shot" limit based on a simple yet surprisingly effective idea: ... |
1802.02326 | Xin Chen | Xin Chen and Hua Zhou and Yuxiang Gao and Yu Zhu | A Novel Co-design Peta-scale Heterogeneous Cluster for Deep Learning
Training | 23 pages, 4 figures, 1 table | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large scale deep Convolution Neural Networks (CNNs) increasingly demands the
computing power. It is key for researchers to own a great powerful computing
platform to leverage deep learning (DL) advancing.On the other hand, as the
commonly-used accelerator, the commodity GPUs cards of new generations are more
and more... | [
{
"created": "Wed, 7 Feb 2018 07:20:42 GMT",
"version": "v1"
},
{
"created": "Mon, 16 Apr 2018 05:25:06 GMT",
"version": "v2"
},
{
"created": "Fri, 18 May 2018 23:01:23 GMT",
"version": "v3"
}
] | 2018-05-22 | [
[
"Chen",
"Xin",
""
],
[
"Zhou",
"Hua",
""
],
[
"Gao",
"Yuxiang",
""
],
[
"Zhu",
"Yu",
""
]
] | Large scale deep Convolution Neural Networks (CNNs) increasingly demands the computing power. It is key for researchers to own a great powerful computing platform to leverage deep learning (DL) advancing.On the other hand, as the commonly-used accelerator, the commodity GPUs cards of new generations are more and more e... |
1506.07503 | Jan Chorowski | Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho,
Yoshua Bengio | Attention-Based Models for Speech Recognition | null | null | null | null | cs.CL cs.LG cs.NE stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recurrent sequence generators conditioned on input data through an attention
mechanism have recently shown very good performance on a range of tasks in-
cluding machine translation, handwriting synthesis and image caption gen-
eration. We extend the attention-mechanism with features needed for speech
recognition. We ... | [
{
"created": "Wed, 24 Jun 2015 19:10:33 GMT",
"version": "v1"
}
] | 2015-06-25 | [
[
"Chorowski",
"Jan",
""
],
[
"Bahdanau",
"Dzmitry",
""
],
[
"Serdyuk",
"Dmitriy",
""
],
[
"Cho",
"Kyunghyun",
""
],
[
"Bengio",
"Yoshua",
""
]
] | Recurrent sequence generators conditioned on input data through an attention mechanism have recently shown very good performance on a range of tasks in- cluding machine translation, handwriting synthesis and image caption gen- eration. We extend the attention-mechanism with features needed for speech recognition. We sh... |
1907.06078 | Siddique Latif | Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Julien Epps,
and Bj\"orn W. Schuller | Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion
Recognition | Accepted in IEEE Transactions on Affective Computing | null | null | null | cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Inspite the emerging importance of Speech Emotion Recognition (SER), the
state-of-the-art accuracy is quite low and needs improvement to make commercial
applications of SER viable. A key underlying reason for the low accuracy is the
scarcity of emotion datasets, which is a challenge for developing any robust
machine ... | [
{
"created": "Sat, 13 Jul 2019 13:52:54 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Jul 2019 03:06:14 GMT",
"version": "v2"
},
{
"created": "Wed, 14 Aug 2019 07:06:55 GMT",
"version": "v3"
},
{
"created": "Wed, 20 Nov 2019 09:02:45 GMT",
"version": "v4"
},
{
"c... | 2020-03-24 | [
[
"Latif",
"Siddique",
""
],
[
"Rana",
"Rajib",
""
],
[
"Khalifa",
"Sara",
""
],
[
"Jurdak",
"Raja",
""
],
[
"Epps",
"Julien",
""
],
[
"Schuller",
"Björn W.",
""
]
] | Inspite the emerging importance of Speech Emotion Recognition (SER), the state-of-the-art accuracy is quite low and needs improvement to make commercial applications of SER viable. A key underlying reason for the low accuracy is the scarcity of emotion datasets, which is a challenge for developing any robust machine le... |
2404.08156 | Youngseo Son | Md Messal Monem Miah, Ulie Schnaithmann, Arushi Raghuvanshi, Youngseo
Son | Multimodal Contextual Dialogue Breakdown Detection for Conversational AI
Models | Published in NAACL 2024 Industry Track | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Detecting dialogue breakdown in real time is critical for conversational AI
systems, because it enables taking corrective action to successfully complete a
task. In spoken dialog systems, this breakdown can be caused by a variety of
unexpected situations including high levels of background noise, causing STT
mistrans... | [
{
"created": "Thu, 11 Apr 2024 23:09:18 GMT",
"version": "v1"
}
] | 2024-04-15 | [
[
"Miah",
"Md Messal Monem",
""
],
[
"Schnaithmann",
"Ulie",
""
],
[
"Raghuvanshi",
"Arushi",
""
],
[
"Son",
"Youngseo",
""
]
] | Detecting dialogue breakdown in real time is critical for conversational AI systems, because it enables taking corrective action to successfully complete a task. In spoken dialog systems, this breakdown can be caused by a variety of unexpected situations including high levels of background noise, causing STT mistranscr... |
2012.05093 | Xiao Liu | Yuanwei Liu, Xiao Liu, Xinyu Gao, Xidong Mu, Xiangwei Zhou, Octavia A.
Dobre, and H. Vincent Poor | Robotic Communications for 5G and Beyond: Challenges and Research
Opportunities | 7pages, 6figures | null | null | null | cs.RO cs.SY eess.SP eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The ongoing surge in applications of robotics brings both opportunities and
challenges for the fifth-generation (5G) and beyond (B5G) of communication
networks. This article focuses on 5G/B5G-enabled terrestrial robotic
communications with an emphasis on distinct characteristics of such
communications. Firstly, signa... | [
{
"created": "Wed, 9 Dec 2020 14:51:05 GMT",
"version": "v1"
},
{
"created": "Mon, 2 Aug 2021 12:02:48 GMT",
"version": "v2"
}
] | 2021-08-03 | [
[
"Liu",
"Yuanwei",
""
],
[
"Liu",
"Xiao",
""
],
[
"Gao",
"Xinyu",
""
],
[
"Mu",
"Xidong",
""
],
[
"Zhou",
"Xiangwei",
""
],
[
"Dobre",
"Octavia A.",
""
],
[
"Poor",
"H. Vincent",
""
]
] | The ongoing surge in applications of robotics brings both opportunities and challenges for the fifth-generation (5G) and beyond (B5G) of communication networks. This article focuses on 5G/B5G-enabled terrestrial robotic communications with an emphasis on distinct characteristics of such communications. Firstly, signal ... |
1803.01349 | Sotirios Chatzis | Harris Partaourides and Sotirios P. Chatzis | Deep Network Regularization via Bayesian Inference of Synaptic
Connectivity | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks (DNNs) often require good regularizers to generalize
well. Currently, state-of-the-art DNN regularization techniques consist in
randomly dropping units and/or connections on each iteration of the training
algorithm. Dropout and DropConnect are characteristic examples of such
regularizers, that ar... | [
{
"created": "Sun, 4 Mar 2018 12:41:34 GMT",
"version": "v1"
}
] | 2018-03-06 | [
[
"Partaourides",
"Harris",
""
],
[
"Chatzis",
"Sotirios P.",
""
]
] | Deep neural networks (DNNs) often require good regularizers to generalize well. Currently, state-of-the-art DNN regularization techniques consist in randomly dropping units and/or connections on each iteration of the training algorithm. Dropout and DropConnect are characteristic examples of such regularizers, that are ... |
1505.04220 | Omid Semiari | Omid Semiari, Walid Saad, Stefan Valentin, Mehdi Bennis, H. Vincent
Poor | Context-Aware Small Cell Networks: How Social Metrics Improve Wireless
Resource Allocation | Submitted to the IEEE Transaction on Wireless Communications | null | 10.1109/TWC.2015.2444385 | null | cs.IT cs.GT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, a novel approach for optimizing and managing resource
allocation in wireless small cell networks (SCNs) with device-to-device (D2D)
communication is proposed. The proposed approach allows to jointly exploit both
the wireless and social context of wireless users for optimizing the overall
allocation of ... | [
{
"created": "Fri, 15 May 2015 23:36:03 GMT",
"version": "v1"
}
] | 2016-01-05 | [
[
"Semiari",
"Omid",
""
],
[
"Saad",
"Walid",
""
],
[
"Valentin",
"Stefan",
""
],
[
"Bennis",
"Mehdi",
""
],
[
"Poor",
"H. Vincent",
""
]
] | In this paper, a novel approach for optimizing and managing resource allocation in wireless small cell networks (SCNs) with device-to-device (D2D) communication is proposed. The proposed approach allows to jointly exploit both the wireless and social context of wireless users for optimizing the overall allocation of re... |
2111.03294 | Zhaohong Wan | Zhaohong Wan and Xiaojun Wan | A Syntax-Guided Grammatical Error Correction Model with Dependency Tree
Correction | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Grammatical Error Correction (GEC) is a task of detecting and correcting
grammatical errors in sentences. Recently, neural machine translation systems
have become popular approaches for this task. However, these methods lack the
use of syntactic knowledge which plays an important role in the correction of
grammatical... | [
{
"created": "Fri, 5 Nov 2021 07:07:48 GMT",
"version": "v1"
}
] | 2021-11-08 | [
[
"Wan",
"Zhaohong",
""
],
[
"Wan",
"Xiaojun",
""
]
] | Grammatical Error Correction (GEC) is a task of detecting and correcting grammatical errors in sentences. Recently, neural machine translation systems have become popular approaches for this task. However, these methods lack the use of syntactic knowledge which plays an important role in the correction of grammatical e... |
2112.12303 | Zhenguo Wu | Zhenguo Wu, Jiaqi Lv, Masashi Sugiyama | Learning with Proper Partial Labels | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Partial-label learning is a kind of weakly-supervised learning with inexact
labels, where for each training example, we are given a set of candidate labels
instead of only one true label. Recently, various approaches on partial-label
learning have been proposed under different generation models of candidate
label set... | [
{
"created": "Thu, 23 Dec 2021 01:37:03 GMT",
"version": "v1"
},
{
"created": "Sat, 27 Aug 2022 03:02:26 GMT",
"version": "v2"
}
] | 2022-08-30 | [
[
"Wu",
"Zhenguo",
""
],
[
"Lv",
"Jiaqi",
""
],
[
"Sugiyama",
"Masashi",
""
]
] | Partial-label learning is a kind of weakly-supervised learning with inexact labels, where for each training example, we are given a set of candidate labels instead of only one true label. Recently, various approaches on partial-label learning have been proposed under different generation models of candidate label sets.... |
1809.03299 | Jan K\v{r}et\'insk\'y | Pranav Ashok, Tom\'a\v{s} Br\'azdil, Jan K\v{r}et\'insk\'y and
Ond\v{r}ej Sl\'ame\v{c}ka | Monte Carlo Tree Search for Verifying Reachability in Markov Decision
Processes | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The maximum reachability probabilities in a Markov decision process can be
computed using value iteration (VI). Recently, simulation-based heuristic
extensions of VI have been introduced, such as bounded real-time dynamic
programming (BRTDP), which often manage to avoid explicit analysis of the whole
state space whil... | [
{
"created": "Mon, 10 Sep 2018 13:31:02 GMT",
"version": "v1"
}
] | 2018-09-11 | [
[
"Ashok",
"Pranav",
""
],
[
"Brázdil",
"Tomáš",
""
],
[
"Křetínský",
"Jan",
""
],
[
"Slámečka",
"Ondřej",
""
]
] | The maximum reachability probabilities in a Markov decision process can be computed using value iteration (VI). Recently, simulation-based heuristic extensions of VI have been introduced, such as bounded real-time dynamic programming (BRTDP), which often manage to avoid explicit analysis of the whole state space while ... |
2403.05728 | Matthew Gaughan | Matthew Gaughan, Kaylea Champion, Sohyeon Hwang | Engineering Formality and Software Risk in Debian Python Packages | Preprint of archival paper accepted for IEEE SANER 2024 | null | null | null | cs.SE cs.CY | http://creativecommons.org/licenses/by-sa/4.0/ | While free/libre and open source software (FLOSS) is critical to global
computing infrastructure, the maintenance of widely-adopted FLOSS packages is
dependent on volunteer developers who select their own tasks. Risk of failure
due to the misalignment of engineering supply and demand -- known as
underproduction -- ha... | [
{
"created": "Fri, 8 Mar 2024 23:44:01 GMT",
"version": "v1"
},
{
"created": "Fri, 26 Apr 2024 16:49:11 GMT",
"version": "v2"
}
] | 2024-04-29 | [
[
"Gaughan",
"Matthew",
""
],
[
"Champion",
"Kaylea",
""
],
[
"Hwang",
"Sohyeon",
""
]
] | While free/libre and open source software (FLOSS) is critical to global computing infrastructure, the maintenance of widely-adopted FLOSS packages is dependent on volunteer developers who select their own tasks. Risk of failure due to the misalignment of engineering supply and demand -- known as underproduction -- has ... |
2403.11806 | Yiping Zuo | Yiping Zuo, Jiajia Guo, Biyun Sheng, Chen Dai, Fu Xiao, and Shi Jin | Fluid Antenna for Mobile Edge Computing | null | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by/4.0/ | In the evolving environment of mobile edge computing (MEC), optimizing system
performance to meet the growing demand for low-latency computing services is a
top priority. Integrating fluidic antenna (FA) technology into MEC networks
provides a new approach to address this challenge. This letter proposes an
FA-enabled... | [
{
"created": "Mon, 18 Mar 2024 14:04:43 GMT",
"version": "v1"
}
] | 2024-03-19 | [
[
"Zuo",
"Yiping",
""
],
[
"Guo",
"Jiajia",
""
],
[
"Sheng",
"Biyun",
""
],
[
"Dai",
"Chen",
""
],
[
"Xiao",
"Fu",
""
],
[
"Jin",
"Shi",
""
]
] | In the evolving environment of mobile edge computing (MEC), optimizing system performance to meet the growing demand for low-latency computing services is a top priority. Integrating fluidic antenna (FA) technology into MEC networks provides a new approach to address this challenge. This letter proposes an FA-enabled M... |
1911.07805 | Shokooh Taghian | Shokooh Taghian, Mohammad H. Nadimi-Shahraki | Binary Sine Cosine Algorithms for Feature Selection from Medical Data | null | null | 10.5121/acij.2019.10501 | null | cs.LG cs.NE stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A well-constructed classification model highly depends on input feature
subsets from a dataset, which may contain redundant, irrelevant, or noisy
features. This challenge can be worse while dealing with medical datasets. The
main aim of feature selection as a pre-processing task is to eliminate these
features and sel... | [
{
"created": "Fri, 15 Nov 2019 12:57:09 GMT",
"version": "v1"
}
] | 2019-11-19 | [
[
"Taghian",
"Shokooh",
""
],
[
"Nadimi-Shahraki",
"Mohammad H.",
""
]
] | A well-constructed classification model highly depends on input feature subsets from a dataset, which may contain redundant, irrelevant, or noisy features. This challenge can be worse while dealing with medical datasets. The main aim of feature selection as a pre-processing task is to eliminate these features and selec... |
1907.04589 | Shaodi You | Tianxiu Yu, Shijie Zhang, Cong Lin, Shaodi You, Jian Wu, Jiawan Zhang,
Xiaohong Ding and Huili An | Dunhuang Grottoes Painting Dataset and Benchmark | 8 pages, 1 column | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This document introduces the background and the usage of the Dunhuang
Grottoes Dataset and the benchmark. The documentation first starts with the
background of the Dunhuang Grotto, which is widely recognised as an priceless
heritage. Given that digital method is the modern trend for heritage protection
and restoratio... | [
{
"created": "Wed, 10 Jul 2019 09:35:08 GMT",
"version": "v1"
},
{
"created": "Thu, 11 Jul 2019 06:46:18 GMT",
"version": "v2"
}
] | 2019-07-12 | [
[
"Yu",
"Tianxiu",
""
],
[
"Zhang",
"Shijie",
""
],
[
"Lin",
"Cong",
""
],
[
"You",
"Shaodi",
""
],
[
"Wu",
"Jian",
""
],
[
"Zhang",
"Jiawan",
""
],
[
"Ding",
"Xiaohong",
""
],
[
"An",
"Huili",
... | This document introduces the background and the usage of the Dunhuang Grottoes Dataset and the benchmark. The documentation first starts with the background of the Dunhuang Grotto, which is widely recognised as an priceless heritage. Given that digital method is the modern trend for heritage protection and restoration.... |
1208.3942 | Heiko Vogler | Manfred Droste, Heiko Vogler | The Chomsky-Sch\"utzenberger Theorem for Quantitative Context-Free
Languages | This new version combines a conference and a journal paper of the
authors on the same topic, see references [15,16], and supplements them by a
few additional examples and more detailed proofs. It also corrects a mistake
in Theorem 7.7 of the first arxiv version (the property sequential was
missing) | null | null | null | cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Weighted automata model quantitative aspects of systems like the consumption
of resources during executions. Traditionally, the weights are assumed to form
the algebraic structure of a semiring, but recently also other weight
computations like average have been considered. Here, we investigate
quantitative context-fr... | [
{
"created": "Mon, 20 Aug 2012 08:47:56 GMT",
"version": "v1"
},
{
"created": "Thu, 3 Mar 2016 13:05:06 GMT",
"version": "v2"
}
] | 2016-03-04 | [
[
"Droste",
"Manfred",
""
],
[
"Vogler",
"Heiko",
""
]
] | Weighted automata model quantitative aspects of systems like the consumption of resources during executions. Traditionally, the weights are assumed to form the algebraic structure of a semiring, but recently also other weight computations like average have been considered. Here, we investigate quantitative context-free... |
1802.07346 | Nisar Ahmed | Michael Ouimet, David Iglesias, Nisar Ahmed, Sonia Martinez | Cooperative Robot Localization Using Event-triggered Estimation | Revised submission in review with AIAA Journal of Aerospace
Information Systems (JAIS), submitted February 17, 2018 | null | null | null | cs.RO cs.SY eess.SP stat.AP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper describes a novel communication-spare cooperative localization
algorithm for a team of mobile unmanned robotic vehicles. Exploiting an
event-based estimation paradigm, robots only send measurements to neighbors
when the expected innovation for state estimation is high. Since agents know
the event-triggerin... | [
{
"created": "Tue, 20 Feb 2018 21:47:34 GMT",
"version": "v1"
}
] | 2018-02-22 | [
[
"Ouimet",
"Michael",
""
],
[
"Iglesias",
"David",
""
],
[
"Ahmed",
"Nisar",
""
],
[
"Martinez",
"Sonia",
""
]
] | This paper describes a novel communication-spare cooperative localization algorithm for a team of mobile unmanned robotic vehicles. Exploiting an event-based estimation paradigm, robots only send measurements to neighbors when the expected innovation for state estimation is high. Since agents know the event-triggering ... |
2201.07591 | Antonio Albanese | Antonio Albanese and Guillermo Encinas-Lago and Vincenzo Sciancalepore
and Xavier Costa-P\'erez and Dinh-Thuy Phan-Huy and St\'ephane Ros | RIS-Aware Indoor Network Planning: The Rennes Railway Station Case | Accepted for presentation at IEEE ICC 2022 | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Future generations of wireless networks will offer newfangled performance via
unprecedented solutions: the metasurface innovation will drive such a
revolution by posing control onto the surrounding propagation environment,
always portrayed as a tamper-proof black-box. The RIS technology, envisioned as
the discrete ve... | [
{
"created": "Wed, 19 Jan 2022 13:29:26 GMT",
"version": "v1"
},
{
"created": "Wed, 23 Mar 2022 13:56:50 GMT",
"version": "v2"
}
] | 2022-03-24 | [
[
"Albanese",
"Antonio",
""
],
[
"Encinas-Lago",
"Guillermo",
""
],
[
"Sciancalepore",
"Vincenzo",
""
],
[
"Costa-Pérez",
"Xavier",
""
],
[
"Phan-Huy",
"Dinh-Thuy",
""
],
[
"Ros",
"Stéphane",
""
]
] | Future generations of wireless networks will offer newfangled performance via unprecedented solutions: the metasurface innovation will drive such a revolution by posing control onto the surrounding propagation environment, always portrayed as a tamper-proof black-box. The RIS technology, envisioned as the discrete vers... |
1809.10410 | Po-Yu Liu | Po-Yu Liu, Edmund Y. Lam | Image Reconstruction Using Deep Learning | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes a deep learning architecture that attains statistically
significant improvements over traditional algorithms in Poisson image denoising
espically when the noise is strong. Poisson noise commonly occurs in low-light
and photon- limited settings, where the noise can be most accurately modeled by
the... | [
{
"created": "Thu, 27 Sep 2018 08:58:38 GMT",
"version": "v1"
}
] | 2018-09-28 | [
[
"Liu",
"Po-Yu",
""
],
[
"Lam",
"Edmund Y.",
""
]
] | This paper proposes a deep learning architecture that attains statistically significant improvements over traditional algorithms in Poisson image denoising espically when the noise is strong. Poisson noise commonly occurs in low-light and photon- limited settings, where the noise can be most accurately modeled by the P... |
2101.08596 | Neil Zeghidour | Neil Zeghidour, Olivier Teboul, F\'elix de Chaumont Quitry, Marco
Tagliasacchi | LEAF: A Learnable Frontend for Audio Classification | Accepted at ICLR 2021 | null | null | null | cs.SD cs.LG eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Mel-filterbanks are fixed, engineered audio features which emulate human
perception and have been used through the history of audio understanding up to
today. However, their undeniable qualities are counterbalanced by the
fundamental limitations of handmade representations. In this work we show that
we can train a si... | [
{
"created": "Thu, 21 Jan 2021 13:25:58 GMT",
"version": "v1"
}
] | 2021-01-22 | [
[
"Zeghidour",
"Neil",
""
],
[
"Teboul",
"Olivier",
""
],
[
"Quitry",
"Félix de Chaumont",
""
],
[
"Tagliasacchi",
"Marco",
""
]
] | Mel-filterbanks are fixed, engineered audio features which emulate human perception and have been used through the history of audio understanding up to today. However, their undeniable qualities are counterbalanced by the fundamental limitations of handmade representations. In this work we show that we can train a sing... |
2211.17054 | Antun Skuric | Antun Skuric (AUCTUS), Vincent Padois (AUCTUS), David Daney (AUCTUS,
IMS) | Approximating robot reachable space using convex polytopes | null | 15th International Workshop on Human-Friendly Robotics, Sep 2022,
Delft, Netherlands | null | null | cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper presents an approach for approximating the reachable space of
robotic manipulators based on convex polytopes. The proposed approach predicts
the reachable space over a given time horizon based on the robot's actuation
limits and kinematic constraints. The approach is furthermore extended to
integrate the r... | [
{
"created": "Wed, 30 Nov 2022 15:00:52 GMT",
"version": "v1"
}
] | 2022-12-01 | [
[
"Skuric",
"Antun",
"",
"AUCTUS"
],
[
"Padois",
"Vincent",
"",
"AUCTUS"
],
[
"Daney",
"David",
"",
"AUCTUS,\n IMS"
]
] | This paper presents an approach for approximating the reachable space of robotic manipulators based on convex polytopes. The proposed approach predicts the reachable space over a given time horizon based on the robot's actuation limits and kinematic constraints. The approach is furthermore extended to integrate the rob... |
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