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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2201.05767 | Yoshitomo Matsubara | Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti | Ensemble Transformer for Efficient and Accurate Ranking Tasks: an
Application to Question Answering Systems | Accepted to EMNLP 2022 as a long paper (Findings). Model code is
available at https://github.com/amazon-research/wqa-cerberus | Findings of the Association for Computational Linguistics: EMNLP
2022 | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large transformer models can highly improve Answer Sentence Selection (AS2)
tasks, but their high computational costs prevent their use in many real-world
applications. In this paper, we explore the following research question: How
can we make the AS2 models more accurate without significantly increasing their
model ... | [
{
"created": "Sat, 15 Jan 2022 06:21:01 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Dec 2022 18:57:44 GMT",
"version": "v2"
}
] | 2023-05-29 | [
[
"Matsubara",
"Yoshitomo",
""
],
[
"Soldaini",
"Luca",
""
],
[
"Lind",
"Eric",
""
],
[
"Moschitti",
"Alessandro",
""
]
] | Large transformer models can highly improve Answer Sentence Selection (AS2) tasks, but their high computational costs prevent their use in many real-world applications. In this paper, we explore the following research question: How can we make the AS2 models more accurate without significantly increasing their model co... |
2205.03853 | Ling Luo | Ling Luo, Chih-Hsuan Wei, Po-Ting Lai, Qingyu Chen, Rezarta Islamaj
Do\u{g}an, Zhiyong Lu | Assigning Species Information to Corresponding Genes by a Sequence
Labeling Framework | null | Database, Volume 2022, 2022, baac090 | 10.1093/database/baac090 | null | cs.CL cs.IR cs.LG q-bio.GN | http://creativecommons.org/licenses/by/4.0/ | The automatic assignment of species information to the corresponding genes in
a research article is a critically important step in the gene normalization
task, whereby a gene mention is normalized and linked to a database record or
identifier by a text-mining algorithm. Existing methods typically rely on
heuristic ru... | [
{
"created": "Sun, 8 May 2022 12:39:45 GMT",
"version": "v1"
}
] | 2022-10-17 | [
[
"Luo",
"Ling",
""
],
[
"Wei",
"Chih-Hsuan",
""
],
[
"Lai",
"Po-Ting",
""
],
[
"Chen",
"Qingyu",
""
],
[
"Doğan",
"Rezarta Islamaj",
""
],
[
"Lu",
"Zhiyong",
""
]
] | The automatic assignment of species information to the corresponding genes in a research article is a critically important step in the gene normalization task, whereby a gene mention is normalized and linked to a database record or identifier by a text-mining algorithm. Existing methods typically rely on heuristic rule... |
2007.14769 | Zijun Wu | Zijun Wu, Rolf H. Moehring, Chunying Ren and Dachuan Xu | A convergence analysis of the price of anarchy in atomic congestion
games | 57 pages | Mathematical Programming, 2022 | 10.1007/s10107-022-01853-0 | null | cs.GT econ.TH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper provides a comprehensive convergence analysis of the PoA of both
pure and mixed Nash equilibria in atomic congestion games with unsplittable
demands.
| [
{
"created": "Tue, 28 Jul 2020 04:31:43 GMT",
"version": "v1"
},
{
"created": "Mon, 19 Jul 2021 12:05:03 GMT",
"version": "v2"
},
{
"created": "Thu, 9 Dec 2021 00:41:46 GMT",
"version": "v3"
}
] | 2022-06-24 | [
[
"Wu",
"Zijun",
""
],
[
"Moehring",
"Rolf H.",
""
],
[
"Ren",
"Chunying",
""
],
[
"Xu",
"Dachuan",
""
]
] | This paper provides a comprehensive convergence analysis of the PoA of both pure and mixed Nash equilibria in atomic congestion games with unsplittable demands. |
1910.09779 | Jiaming Song | Jiaming Song and Stefano Ermon | Bridging the Gap Between $f$-GANs and Wasserstein GANs | updated for ICML camera ready version | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generative adversarial networks (GANs) have enjoyed much success in learning
high-dimensional distributions. Learning objectives approximately minimize an
$f$-divergence ($f$-GANs) or an integral probability metric (Wasserstein GANs)
between the model and the data distribution using a discriminator. Wasserstein
GANs ... | [
{
"created": "Tue, 22 Oct 2019 05:55:03 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Jun 2020 20:53:50 GMT",
"version": "v2"
}
] | 2020-06-19 | [
[
"Song",
"Jiaming",
""
],
[
"Ermon",
"Stefano",
""
]
] | Generative adversarial networks (GANs) have enjoyed much success in learning high-dimensional distributions. Learning objectives approximately minimize an $f$-divergence ($f$-GANs) or an integral probability metric (Wasserstein GANs) between the model and the data distribution using a discriminator. Wasserstein GANs en... |
2012.09696 | Jens Lundell | Jens Lundell, Enric Corona, Tran Nguyen Le, Francesco Verdoja,
Philippe Weinzaepfel, Gregory Rogez, Francesc Moreno-Noguer, Ville Kyrki | Multi-FinGAN: Generative Coarse-To-Fine Sampling of Multi-Finger Grasps | Accepted to IEEE Conference on Robotics and Automation 2021 (ICRA).
Code is available at https://irobotics.aalto.fi/multi-fingan/ | null | null | null | cs.RO cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While there exists many methods for manipulating rigid objects with
parallel-jaw grippers, grasping with multi-finger robotic hands remains a quite
unexplored research topic. Reasoning and planning collision-free trajectories
on the additional degrees of freedom of several fingers represents an important
challenge th... | [
{
"created": "Thu, 17 Dec 2020 16:08:18 GMT",
"version": "v1"
},
{
"created": "Mon, 15 Mar 2021 08:50:39 GMT",
"version": "v2"
}
] | 2021-03-16 | [
[
"Lundell",
"Jens",
""
],
[
"Corona",
"Enric",
""
],
[
"Le",
"Tran Nguyen",
""
],
[
"Verdoja",
"Francesco",
""
],
[
"Weinzaepfel",
"Philippe",
""
],
[
"Rogez",
"Gregory",
""
],
[
"Moreno-Noguer",
"Francesc",
... | While there exists many methods for manipulating rigid objects with parallel-jaw grippers, grasping with multi-finger robotic hands remains a quite unexplored research topic. Reasoning and planning collision-free trajectories on the additional degrees of freedom of several fingers represents an important challenge that... |
2404.17044 | Johannes Betz Prof. Dr. | Johannes Betz, Melina Lutwitzi, Steven Peters | A new Taxonomy for Automated Driving: Structuring Applications based on
their Operational Design Domain, Level of Automation and Automation Readiness | null | null | null | null | cs.RO cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | The aim of this paper is to investigate the relationship between operational
design domains (ODD), automated driving SAE Levels, and Technology Readiness
Level (TRL). The first highly automated vehicles, like robotaxis, are in
commercial use, and the first vehicles with highway pilot systems have been
delivered to pr... | [
{
"created": "Thu, 25 Apr 2024 21:09:11 GMT",
"version": "v1"
}
] | 2024-04-29 | [
[
"Betz",
"Johannes",
""
],
[
"Lutwitzi",
"Melina",
""
],
[
"Peters",
"Steven",
""
]
] | The aim of this paper is to investigate the relationship between operational design domains (ODD), automated driving SAE Levels, and Technology Readiness Level (TRL). The first highly automated vehicles, like robotaxis, are in commercial use, and the first vehicles with highway pilot systems have been delivered to priv... |
1509.06891 | Rourab Paul | Swagata Mandal, Rourab Paul, Suman Sau, Amlan Chakrabarti and Subhasis
Chattopadhyay | A Novel Method for Soft Error Mitigation in FPGA using Adaptive Cross
Parity Code | Manuscript | null | null | null | cs.AR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Field Programmable Gate Arrays (FPGAs) are more prone to be affected by
transient faults in presence of radiation and other environmental hazards
compared to Application Specific Integrated Circuits (ASICs). Hence, error
mitigation and recovery techniques are absolutely necessary to protect the FPGA
hardware from sof... | [
{
"created": "Wed, 23 Sep 2015 09:02:49 GMT",
"version": "v1"
}
] | 2015-09-24 | [
[
"Mandal",
"Swagata",
""
],
[
"Paul",
"Rourab",
""
],
[
"Sau",
"Suman",
""
],
[
"Chakrabarti",
"Amlan",
""
],
[
"Chattopadhyay",
"Subhasis",
""
]
] | Field Programmable Gate Arrays (FPGAs) are more prone to be affected by transient faults in presence of radiation and other environmental hazards compared to Application Specific Integrated Circuits (ASICs). Hence, error mitigation and recovery techniques are absolutely necessary to protect the FPGA hardware from soft ... |
2201.12658 | Samuel Sokota | Mingwei Ma, Jizhou Liu, Samuel Sokota, Max Kleiman-Weiner, Jakob
Foerster | Learning Intuitive Policies Using Action Features | ICML 2023 | null | null | null | cs.LG cs.AI cs.MA | http://creativecommons.org/licenses/by/4.0/ | An unaddressed challenge in multi-agent coordination is to enable AI agents
to exploit the semantic relationships between the features of actions and the
features of observations. Humans take advantage of these relationships in
highly intuitive ways. For instance, in the absence of a shared language, we
might point t... | [
{
"created": "Sat, 29 Jan 2022 20:54:52 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Jun 2023 01:35:13 GMT",
"version": "v2"
}
] | 2023-06-07 | [
[
"Ma",
"Mingwei",
""
],
[
"Liu",
"Jizhou",
""
],
[
"Sokota",
"Samuel",
""
],
[
"Kleiman-Weiner",
"Max",
""
],
[
"Foerster",
"Jakob",
""
]
] | An unaddressed challenge in multi-agent coordination is to enable AI agents to exploit the semantic relationships between the features of actions and the features of observations. Humans take advantage of these relationships in highly intuitive ways. For instance, in the absence of a shared language, we might point to ... |
1012.0058 | Zolt\'an K\'asa | Zolt\'an K\'atai | Modelling dynamic programming problems by generalized d-graphs | null | Acta Univ. Sapientiae Informatica, vol. 2 no. 2 (2010) 210-230 | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we introduce the concept of generalized d-graph (admitting
cycles) as special dependency-graphs for modelling dynamic programming (DP)
problems. We describe the d-graph versions of three famous single-source
shortest algorithms (The algorithm based on the topological order of the
vertices, Dijkstra algo... | [
{
"created": "Tue, 30 Nov 2010 22:59:46 GMT",
"version": "v1"
}
] | 2010-12-07 | [
[
"Kátai",
"Zoltán",
""
]
] | In this paper we introduce the concept of generalized d-graph (admitting cycles) as special dependency-graphs for modelling dynamic programming (DP) problems. We describe the d-graph versions of three famous single-source shortest algorithms (The algorithm based on the topological order of the vertices, Dijkstra algori... |
1708.06199 | Sebastian Berndt | Sebastian Berndt and Maciej Liskiewicz | Algorithm Substitution Attacks from a Steganographic Perspective | CCS 2017, 12 pages, double-column; fixed a typo in the
advantage-definitions; removed the dependency on the random-oracle-model for
the upper bound on the rate | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The goal of an algorithm substitution attack (ASA), also called a subversion
attack (SA), is to replace an honest implementation of a cryptographic tool by
a subverted one which allows to leak private information while generating
output indistinguishable from the honest output. Bellare, Paterson, and Rogaway
provided... | [
{
"created": "Mon, 21 Aug 2017 13:06:23 GMT",
"version": "v1"
},
{
"created": "Wed, 1 Nov 2017 11:00:06 GMT",
"version": "v2"
}
] | 2017-11-02 | [
[
"Berndt",
"Sebastian",
""
],
[
"Liskiewicz",
"Maciej",
""
]
] | The goal of an algorithm substitution attack (ASA), also called a subversion attack (SA), is to replace an honest implementation of a cryptographic tool by a subverted one which allows to leak private information while generating output indistinguishable from the honest output. Bellare, Paterson, and Rogaway provided a... |
2009.04570 | Eric Hall | S{\o}ren Taverniers and Eric J. Hall and Markos A. Katsoulakis and
Daniel M. Tartakovsky | Mutual Information for Explainable Deep Learning of Multiscale Systems | 27 pages, 8 figures. Added additional examples | null | 10.1016/j.jcp.2021.110551 | null | cs.LG cs.NA math.NA stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Timely completion of design cycles for complex systems ranging from consumer
electronics to hypersonic vehicles relies on rapid simulation-based
prototyping. The latter typically involves high-dimensional spaces of possibly
correlated control variables (CVs) and quantities of interest (QoIs) with
non-Gaussian and pos... | [
{
"created": "Mon, 7 Sep 2020 18:26:21 GMT",
"version": "v1"
},
{
"created": "Wed, 19 May 2021 10:04:18 GMT",
"version": "v2"
}
] | 2021-07-28 | [
[
"Taverniers",
"Søren",
""
],
[
"Hall",
"Eric J.",
""
],
[
"Katsoulakis",
"Markos A.",
""
],
[
"Tartakovsky",
"Daniel M.",
""
]
] | Timely completion of design cycles for complex systems ranging from consumer electronics to hypersonic vehicles relies on rapid simulation-based prototyping. The latter typically involves high-dimensional spaces of possibly correlated control variables (CVs) and quantities of interest (QoIs) with non-Gaussian and possi... |
2405.00793 | Karwan Mustafa Kareem | Karwan Mustafa Kareem | The Impact of IMSI Catcher Deployments on Cellular Network Security:
Challenges and Countermeasures in 4G and 5G Networks | 9 pages | null | null | null | cs.CR | http://creativecommons.org/licenses/by-nc-sa/4.0/ | IMSI (International Mobile Subscriber Identity) catchers, also known as
"Stingrays" or "cell site simulators," are rogue devices that pose a
significant threat to cellular network security [1]. IMSI catchers can
intercept and manipulate cellular communications, compromising the privacy and
security of mobile devices ... | [
{
"created": "Wed, 1 May 2024 18:08:03 GMT",
"version": "v1"
}
] | 2024-05-03 | [
[
"Kareem",
"Karwan Mustafa",
""
]
] | IMSI (International Mobile Subscriber Identity) catchers, also known as "Stingrays" or "cell site simulators," are rogue devices that pose a significant threat to cellular network security [1]. IMSI catchers can intercept and manipulate cellular communications, compromising the privacy and security of mobile devices an... |
1811.11948 | Yavuz Yapici | Yavuz Yapici, Ismail Guvenc | Low-Complexity Adaptive Beam and Channel Tracking for Mobile mmWave
Communications | Accepted and presented at Asilomar Conference, 2018 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study low-complexity algorithms for beam and channel
tracking for millimeter-wave (mmWave) communications. In particular, the least
mean squares (LMS) and bidirectional LMS (BiLMS) algorithms are derived for a
mobile mmWave transmission scenario, where channel measurement is a nonlinear
function of ... | [
{
"created": "Thu, 29 Nov 2018 03:55:26 GMT",
"version": "v1"
},
{
"created": "Thu, 20 Dec 2018 15:10:55 GMT",
"version": "v2"
}
] | 2018-12-21 | [
[
"Yapici",
"Yavuz",
""
],
[
"Guvenc",
"Ismail",
""
]
] | In this paper, we study low-complexity algorithms for beam and channel tracking for millimeter-wave (mmWave) communications. In particular, the least mean squares (LMS) and bidirectional LMS (BiLMS) algorithms are derived for a mobile mmWave transmission scenario, where channel measurement is a nonlinear function of th... |
2312.13116 | Haili Ye Mr | Haili Ye, Xiaoqing Zhang, Yan Hu, Huazhu Fu and Jiang Liu | VSR-Net: Vessel-like Structure Rehabilitation Network with Graph
Clustering | null | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The morphologies of vessel-like structures, such as blood vessels and nerve
fibres, play significant roles in disease diagnosis, e.g., Parkinson's disease.
Deep network-based refinement segmentation methods have recently achieved
promising vessel-like structure segmentation results. There are still two
challenges: (1... | [
{
"created": "Wed, 20 Dec 2023 15:36:30 GMT",
"version": "v1"
}
] | 2023-12-21 | [
[
"Ye",
"Haili",
""
],
[
"Zhang",
"Xiaoqing",
""
],
[
"Hu",
"Yan",
""
],
[
"Fu",
"Huazhu",
""
],
[
"Liu",
"Jiang",
""
]
] | The morphologies of vessel-like structures, such as blood vessels and nerve fibres, play significant roles in disease diagnosis, e.g., Parkinson's disease. Deep network-based refinement segmentation methods have recently achieved promising vessel-like structure segmentation results. There are still two challenges: (1) ... |
2104.04923 | Arun Babu | Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan
and Marjan Ghazvininejad | Non-Autoregressive Semantic Parsing for Compositional Task-Oriented
Dialog | null | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Semantic parsing using sequence-to-sequence models allows parsing of deeper
representations compared to traditional word tagging based models. In spite of
these advantages, widespread adoption of these models for real-time
conversational use cases has been stymied by higher compute requirements and
thus higher latenc... | [
{
"created": "Sun, 11 Apr 2021 05:44:35 GMT",
"version": "v1"
}
] | 2021-04-13 | [
[
"Babu",
"Arun",
""
],
[
"Shrivastava",
"Akshat",
""
],
[
"Aghajanyan",
"Armen",
""
],
[
"Aly",
"Ahmed",
""
],
[
"Fan",
"Angela",
""
],
[
"Ghazvininejad",
"Marjan",
""
]
] | Semantic parsing using sequence-to-sequence models allows parsing of deeper representations compared to traditional word tagging based models. In spite of these advantages, widespread adoption of these models for real-time conversational use cases has been stymied by higher compute requirements and thus higher latency.... |
1809.00821 | Roberto Bagnara | Roberto Bagnara and Abramo Bagnara and Patricia M. Hill | The MISRA C Coding Standard and its Role in the Development and Analysis
of Safety- and Security-Critical Embedded Software | 19 pages, 1 figure, 2 tables | null | null | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The MISRA project started in 1990 with the mission of providing world-leading
best practice guidelines for the safe and secure application of both embedded
control systems and standalone software. MISRA C is a coding standard defining
a subset of the C language, initially targeted at the automotive sector, but
now ad... | [
{
"created": "Tue, 4 Sep 2018 07:50:30 GMT",
"version": "v1"
}
] | 2018-09-05 | [
[
"Bagnara",
"Roberto",
""
],
[
"Bagnara",
"Abramo",
""
],
[
"Hill",
"Patricia M.",
""
]
] | The MISRA project started in 1990 with the mission of providing world-leading best practice guidelines for the safe and secure application of both embedded control systems and standalone software. MISRA C is a coding standard defining a subset of the C language, initially targeted at the automotive sector, but now adop... |
1502.00212 | Ahmad Gomaa | Ahmad Gomaa, Louay M.A. Jalloul, Krishna S. Gomadam, Djordje Tujkovic,
and Mohammad M. Mansour | Multi-User MIMO Receivers With Partial State Information | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a multi-user multiple-input multiple-output (MU-MIMO) system that
uses orthogonal frequency division multiplexing (OFDM). Several receivers are
developed for data detection of MU-MIMO transmissions where two users share the
same OFDM time and frequency resources. The receivers have partial state
informati... | [
{
"created": "Sun, 1 Feb 2015 07:58:29 GMT",
"version": "v1"
}
] | 2015-02-03 | [
[
"Gomaa",
"Ahmad",
""
],
[
"Jalloul",
"Louay M. A.",
""
],
[
"Gomadam",
"Krishna S.",
""
],
[
"Tujkovic",
"Djordje",
""
],
[
"Mansour",
"Mohammad M.",
""
]
] | We consider a multi-user multiple-input multiple-output (MU-MIMO) system that uses orthogonal frequency division multiplexing (OFDM). Several receivers are developed for data detection of MU-MIMO transmissions where two users share the same OFDM time and frequency resources. The receivers have partial state information... |
1804.06451 | Ramakanth Pasunuru | Ramakanth Pasunuru, Mohit Bansal | Multi-Reward Reinforced Summarization with Saliency and Entailment | NAACL 2018 (9 pages; added human evaluation and more analysis) | null | null | null | cs.CL cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Abstractive text summarization is the task of compressing and rewriting a
long document into a short summary while maintaining saliency, directed logical
entailment, and non-redundancy. In this work, we address these three important
aspects of a good summary via a reinforcement learning approach with two novel
reward... | [
{
"created": "Tue, 17 Apr 2018 19:39:26 GMT",
"version": "v1"
},
{
"created": "Tue, 29 May 2018 14:45:28 GMT",
"version": "v2"
}
] | 2018-05-30 | [
[
"Pasunuru",
"Ramakanth",
""
],
[
"Bansal",
"Mohit",
""
]
] | Abstractive text summarization is the task of compressing and rewriting a long document into a short summary while maintaining saliency, directed logical entailment, and non-redundancy. In this work, we address these three important aspects of a good summary via a reinforcement learning approach with two novel reward f... |
2301.02561 | Qadeer Khan | Dekai Zhu, Qadeer Khan, Daniel Cremers | Multi-Vehicle Trajectory Prediction at Intersections using State and
Intention Information | null | null | null | null | cs.RO cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Traditional approaches to prediction of future trajectory of road agents rely
on knowing information about their past trajectory. This work rather relies
only on having knowledge of the current state and intended direction to make
predictions for multiple vehicles at intersections. Furthermore, message
passing of thi... | [
{
"created": "Fri, 6 Jan 2023 15:13:23 GMT",
"version": "v1"
}
] | 2023-01-09 | [
[
"Zhu",
"Dekai",
""
],
[
"Khan",
"Qadeer",
""
],
[
"Cremers",
"Daniel",
""
]
] | Traditional approaches to prediction of future trajectory of road agents rely on knowing information about their past trajectory. This work rather relies only on having knowledge of the current state and intended direction to make predictions for multiple vehicles at intersections. Furthermore, message passing of this ... |
2011.03835 | Thibaud De Souza | Thibaud de Souza | Implementing Behavior Trees using Three-Valued Logic | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With consideration to behavior trees and their relevance to planning and
control, within and without game development, the distinction between stateful
and stateless models is discussed; a three-valued logic bridging traditional
control flow with behavior trees is introduced, and a C# implementation is
presented.
| [
{
"created": "Sat, 7 Nov 2020 19:12:01 GMT",
"version": "v1"
}
] | 2020-11-10 | [
[
"de Souza",
"Thibaud",
""
]
] | With consideration to behavior trees and their relevance to planning and control, within and without game development, the distinction between stateful and stateless models is discussed; a three-valued logic bridging traditional control flow with behavior trees is introduced, and a C# implementation is presented. |
2203.06075 | Micha\"el Cadilhac | Corentin Barloy and Micha\"el Cadilhac and Charles Paperman and Thomas
Zeume | The Regular Languages of First-Order Logic with One Alternation | 11 pages + bibliography, submitted to LICS'22 | null | null | null | cs.LO cs.FL | http://creativecommons.org/licenses/by/4.0/ | The regular languages with a neutral letter expressible in first-order logic
with one alternation are characterized. Specifically, it is shown that if an
arbitrary $\Sigma_2$ formula defines a regular language with a neutral letter,
then there is an equivalent $\Sigma_2$ formula that only uses the order
predicate. Th... | [
{
"created": "Fri, 11 Mar 2022 16:53:25 GMT",
"version": "v1"
}
] | 2022-03-14 | [
[
"Barloy",
"Corentin",
""
],
[
"Cadilhac",
"Michaël",
""
],
[
"Paperman",
"Charles",
""
],
[
"Zeume",
"Thomas",
""
]
] | The regular languages with a neutral letter expressible in first-order logic with one alternation are characterized. Specifically, it is shown that if an arbitrary $\Sigma_2$ formula defines a regular language with a neutral letter, then there is an equivalent $\Sigma_2$ formula that only uses the order predicate. This... |
2107.04749 | Mohammad Nayeem Teli | Mohammad Nayeem Teli and Seungwon Oh | Resilience of Autonomous Vehicle Object Category Detection to Universal
Adversarial Perturbations | null | 2021 IEEE International IOT, Electronics and Mechatronics
Conference (IEMTRONICS), 2021, pp. 1-6 | 10.1109/IEMTRONICS52119.2021.9422616 | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Due to the vulnerability of deep neural networks to adversarial examples,
numerous works on adversarial attacks and defenses have been burgeoning over
the past several years. However, there seem to be some conventional views
regarding adversarial attacks and object detection approaches that most
researchers take for ... | [
{
"created": "Sat, 10 Jul 2021 03:40:25 GMT",
"version": "v1"
}
] | 2021-07-13 | [
[
"Teli",
"Mohammad Nayeem",
""
],
[
"Oh",
"Seungwon",
""
]
] | Due to the vulnerability of deep neural networks to adversarial examples, numerous works on adversarial attacks and defenses have been burgeoning over the past several years. However, there seem to be some conventional views regarding adversarial attacks and object detection approaches that most researchers take for gr... |
2208.11167 | Li Ding | Li Ding, Lee Spector | Evolutionary Quantum Architecture Search for Parametrized Quantum
Circuits | null | Proceedings of the 2022 Genetic and Evolutionary Computation
Conference Companion (pp. 2190-2195) | 10.3390/e25010093 | null | cs.NE quant-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent advancements in quantum computing have shown promising computational
advantages in many problem areas. As one of those areas with increasing
attention, hybrid quantum-classical machine learning systems have demonstrated
the capability to solve various data-driven learning tasks. Recent works show
that paramete... | [
{
"created": "Tue, 23 Aug 2022 19:47:37 GMT",
"version": "v1"
}
] | 2023-01-18 | [
[
"Ding",
"Li",
""
],
[
"Spector",
"Lee",
""
]
] | Recent advancements in quantum computing have shown promising computational advantages in many problem areas. As one of those areas with increasing attention, hybrid quantum-classical machine learning systems have demonstrated the capability to solve various data-driven learning tasks. Recent works show that parameteri... |
2008.12114 | Rafael Morales Gamboa | Rafael Morales-Gamboa, L. Enrique Sucar | Competence-Based Student Modelling with Dynamic Bayesian Networks | Artificial Intelligence Applied to Education. 22 pages, 9 tables, 9
figures. Submitted for review | null | null | null | cs.CY cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a general method for using a competences map, created by defining
generalization/specialization and inclusion/part-of relationships between
competences, in order to build an overlay student model in the form of a
dynamic Bayesian network in which conditional probability distributions are
defined per relati... | [
{
"created": "Fri, 21 Aug 2020 22:08:04 GMT",
"version": "v1"
}
] | 2020-08-28 | [
[
"Morales-Gamboa",
"Rafael",
""
],
[
"Sucar",
"L. Enrique",
""
]
] | We present a general method for using a competences map, created by defining generalization/specialization and inclusion/part-of relationships between competences, in order to build an overlay student model in the form of a dynamic Bayesian network in which conditional probability distributions are defined per relation... |
2204.05476 | Amir Mosavi Prof | Weibin Chen, Danial Sharifrazi, Guoxi Liang, Shahab S. Band, Kwok Wing
Chau, Amir Mosavi | Accurate Discharge Coefficient Prediction of Streamlined Weirs by
Coupling Linear Regression and Deep Convolutional Gated Recurrent Unit | 28 pages, 7 figures | Engineering Applications of Computational Fluid Mechanics, 2022 | 10.1080/19942060.2022.2053786 | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | Streamlined weirs which are a nature-inspired type of weir have gained
tremendous attention among hydraulic engineers, mainly owing to their
established performance with high discharge coefficients. Computational fluid
dynamics (CFD) is considered as a robust tool to predict the discharge
coefficient. To bypass the c... | [
{
"created": "Tue, 12 Apr 2022 01:59:36 GMT",
"version": "v1"
}
] | 2022-04-13 | [
[
"Chen",
"Weibin",
""
],
[
"Sharifrazi",
"Danial",
""
],
[
"Liang",
"Guoxi",
""
],
[
"Band",
"Shahab S.",
""
],
[
"Chau",
"Kwok Wing",
""
],
[
"Mosavi",
"Amir",
""
]
] | Streamlined weirs which are a nature-inspired type of weir have gained tremendous attention among hydraulic engineers, mainly owing to their established performance with high discharge coefficients. Computational fluid dynamics (CFD) is considered as a robust tool to predict the discharge coefficient. To bypass the com... |
2112.06146 | Cong Sun | Cong Sun, Xinpeng Xu, Yafei Wu, Dongrui Zeng, Gang Tan, Siqi Ma,
Peicheng Wang | CryptoEval: Evaluating the Risk of Cryptographic Misuses in Android Apps
with Data-Flow Analysis | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The misunderstanding and incorrect configurations of cryptographic primitives
have exposed severe security vulnerabilities to attackers. Due to the
pervasiveness and diversity of cryptographic misuses, a comprehensive and
accurate understanding of how cryptographic misuses can undermine the security
of an Android app... | [
{
"created": "Sun, 12 Dec 2021 04:39:22 GMT",
"version": "v1"
},
{
"created": "Sat, 13 May 2023 16:22:32 GMT",
"version": "v2"
}
] | 2023-05-16 | [
[
"Sun",
"Cong",
""
],
[
"Xu",
"Xinpeng",
""
],
[
"Wu",
"Yafei",
""
],
[
"Zeng",
"Dongrui",
""
],
[
"Tan",
"Gang",
""
],
[
"Ma",
"Siqi",
""
],
[
"Wang",
"Peicheng",
""
]
] | The misunderstanding and incorrect configurations of cryptographic primitives have exposed severe security vulnerabilities to attackers. Due to the pervasiveness and diversity of cryptographic misuses, a comprehensive and accurate understanding of how cryptographic misuses can undermine the security of an Android app i... |
2303.05620 | Shoukun Sun | Shoukun Sun, Min Xian, Fei Xu, Luca Capriotti, Tiankai Yao | CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for
Interactive Image Segmentation | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | The click-based interactive segmentation aims to extract the object of
interest from an image with the guidance of user clicks. Recent work has
achieved great overall performance by employing feedback from the output.
However, in most state-of-the-art approaches, 1) the inference stage involves
inflexible heuristic r... | [
{
"created": "Thu, 9 Mar 2023 23:20:35 GMT",
"version": "v1"
},
{
"created": "Mon, 4 Mar 2024 23:05:40 GMT",
"version": "v2"
}
] | 2024-03-06 | [
[
"Sun",
"Shoukun",
""
],
[
"Xian",
"Min",
""
],
[
"Xu",
"Fei",
""
],
[
"Capriotti",
"Luca",
""
],
[
"Yao",
"Tiankai",
""
]
] | The click-based interactive segmentation aims to extract the object of interest from an image with the guidance of user clicks. Recent work has achieved great overall performance by employing feedback from the output. However, in most state-of-the-art approaches, 1) the inference stage involves inflexible heuristic rul... |
2311.00888 | Ignacio Garc\'ia-Fern\'andez | Pau Romero, Abel Pedr\'os, Rafael Sebastian, Miguel Lozano, Ignacio
Garc\'ia-Fern\'andez | A robust shape model for blood vessels analysis | null | null | null | null | cs.CE physics.med-ph | http://creativecommons.org/licenses/by-nc-nd/4.0/ | The availability of digital twins for the cardiovascular system will enable
insightful computational tools both for research and clinical practice. This,
however, demands robust and well defined models and methods for the different
steps involved in the process. We present a vessel coordinate system (VCS) that
enable... | [
{
"created": "Wed, 1 Nov 2023 22:44:36 GMT",
"version": "v1"
},
{
"created": "Fri, 23 Feb 2024 16:09:25 GMT",
"version": "v2"
}
] | 2024-02-26 | [
[
"Romero",
"Pau",
""
],
[
"Pedrós",
"Abel",
""
],
[
"Sebastian",
"Rafael",
""
],
[
"Lozano",
"Miguel",
""
],
[
"García-Fernández",
"Ignacio",
""
]
] | The availability of digital twins for the cardiovascular system will enable insightful computational tools both for research and clinical practice. This, however, demands robust and well defined models and methods for the different steps involved in the process. We present a vessel coordinate system (VCS) that enables ... |
2310.08070 | Xin Lyu | Xin Lyu, Avishay Tal, Hongxun Wu, Junzhao Yang | Tight Time-Space Lower Bounds for Constant-Pass Learning | To appear at FOCS 2023 | null | null | null | cs.LG cs.CC | http://creativecommons.org/licenses/by/4.0/ | In his breakthrough paper, Raz showed that any parity learning algorithm
requires either quadratic memory or an exponential number of samples [FOCS'16,
JACM'19]. A line of work that followed extended this result to a large class of
learning problems. Until recently, all these results considered learning in the
stream... | [
{
"created": "Thu, 12 Oct 2023 06:36:31 GMT",
"version": "v1"
}
] | 2023-10-13 | [
[
"Lyu",
"Xin",
""
],
[
"Tal",
"Avishay",
""
],
[
"Wu",
"Hongxun",
""
],
[
"Yang",
"Junzhao",
""
]
] | In his breakthrough paper, Raz showed that any parity learning algorithm requires either quadratic memory or an exponential number of samples [FOCS'16, JACM'19]. A line of work that followed extended this result to a large class of learning problems. Until recently, all these results considered learning in the streamin... |
0804.3615 | Jarek Duda | Jarek Duda | Combinatorial invariants for graph isomorphism problem | null | null | null | null | cs.CC cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Presented approach in polynomial time calculates large number of invariants
for each vertex, which won't change with graph isomorphism and should fully
determine the graph. For example numbers of closed paths of length k for given
starting vertex, what can be though as the diagonal terms of k-th power of the
adjacenc... | [
{
"created": "Tue, 22 Apr 2008 22:16:46 GMT",
"version": "v1"
},
{
"created": "Wed, 23 Apr 2008 21:54:08 GMT",
"version": "v2"
},
{
"created": "Fri, 9 May 2008 07:09:06 GMT",
"version": "v3"
},
{
"created": "Mon, 19 May 2008 14:20:36 GMT",
"version": "v4"
}
] | 2008-05-19 | [
[
"Duda",
"Jarek",
""
]
] | Presented approach in polynomial time calculates large number of invariants for each vertex, which won't change with graph isomorphism and should fully determine the graph. For example numbers of closed paths of length k for given starting vertex, what can be though as the diagonal terms of k-th power of the adjacency ... |
0904.2584 | Jose Avelino Manzano Lizcano | J. A. Manzano Lizcano, S. A. Jaramillo Florez | New technologies for high speed computer networks: a wavelet approach | in spanish, 13 pages, associated research in
http://www.airenatural.com; Published in Revista AIELEC de la Universidad
Pontificia Bolivariana. 2001 | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Indoor multpropagation channel is modeled by the Kaiser electromagnetic
wavelet. A method for channel characterization is proposed by modeling all the
reflections of indoor propagation in a kernel function instead of its impulse
response. This lead us to consider a fractal modulation scheme in which Kaiser
wavelets s... | [
{
"created": "Thu, 16 Apr 2009 20:48:43 GMT",
"version": "v1"
}
] | 2009-04-20 | [
[
"Lizcano",
"J. A. Manzano",
""
],
[
"Florez",
"S. A. Jaramillo",
""
]
] | Indoor multpropagation channel is modeled by the Kaiser electromagnetic wavelet. A method for channel characterization is proposed by modeling all the reflections of indoor propagation in a kernel function instead of its impulse response. This lead us to consider a fractal modulation scheme in which Kaiser wavelets sub... |
2211.09013 | Ziwen Liu | Ziwen Liu, Bonan Li, Congying Han, Tiande Guo, Xuecheng Nie | Masked Reconstruction Contrastive Learning with Information Bottleneck
Principle | null | null | null | null | cs.CV cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Contrastive learning (CL) has shown great power in self-supervised learning
due to its ability to capture insight correlations among large-scale data.
Current CL models are biased to learn only the ability to discriminate positive
and negative pairs due to the discriminative task setting. However, this bias
would lea... | [
{
"created": "Tue, 15 Nov 2022 15:20:52 GMT",
"version": "v1"
}
] | 2022-11-17 | [
[
"Liu",
"Ziwen",
""
],
[
"Li",
"Bonan",
""
],
[
"Han",
"Congying",
""
],
[
"Guo",
"Tiande",
""
],
[
"Nie",
"Xuecheng",
""
]
] | Contrastive learning (CL) has shown great power in self-supervised learning due to its ability to capture insight correlations among large-scale data. Current CL models are biased to learn only the ability to discriminate positive and negative pairs due to the discriminative task setting. However, this bias would lead ... |
1504.03077 | Guan Gui Dr. | Beiyi Liu, Guan Gui and Li Xu | Iterative-Promoting Variable Step-size Least Mean Square Algorithm For
Adaptive Sparse Channel Estimation | 6 pages, 10 figures, submitted for APCC2015 | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Least mean square (LMS) type adaptive algorithms have attracted much
attention due to their low computational complexity. In the scenarios of sparse
channel estimation, zero-attracting LMS (ZA-LMS), reweighted ZA-LMS (RZA-LMS)
and reweighted -norm LMS (RL1-LMS) have been proposed to exploit channel
sparsity. However,... | [
{
"created": "Mon, 13 Apr 2015 07:06:04 GMT",
"version": "v1"
}
] | 2015-04-14 | [
[
"Liu",
"Beiyi",
""
],
[
"Gui",
"Guan",
""
],
[
"Xu",
"Li",
""
]
] | Least mean square (LMS) type adaptive algorithms have attracted much attention due to their low computational complexity. In the scenarios of sparse channel estimation, zero-attracting LMS (ZA-LMS), reweighted ZA-LMS (RZA-LMS) and reweighted -norm LMS (RL1-LMS) have been proposed to exploit channel sparsity. However, t... |
2311.12610 | Soumadeep Saha | Soumadeep Saha, Saptarshi Saha, Utpal Garain | VALUED -- Vision and Logical Understanding Evaluation Dataset | null | Journal of Data-centric Machine Learning Research (DMLR). July 27,
2024 | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Starting with early successes in computer vision tasks, deep learning based
techniques have since overtaken state of the art approaches in a multitude of
domains. However, it has been demonstrated time and again that these techniques
fail to capture semantic context and logical constraints, instead often relying
on s... | [
{
"created": "Tue, 21 Nov 2023 13:52:31 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Feb 2024 19:49:11 GMT",
"version": "v2"
}
] | 2024-08-02 | [
[
"Saha",
"Soumadeep",
""
],
[
"Saha",
"Saptarshi",
""
],
[
"Garain",
"Utpal",
""
]
] | Starting with early successes in computer vision tasks, deep learning based techniques have since overtaken state of the art approaches in a multitude of domains. However, it has been demonstrated time and again that these techniques fail to capture semantic context and logical constraints, instead often relying on spu... |
2403.02931 | Mykola Makhortykh | Silke Adam, Mykola Makhortykh, Michaela Maier, Viktor Aigenseer,
Aleksandra Urman, Teresa Gil Lopez, Clara Christner, Ernesto de Le\'on,
Roberto Ulloa | Improving the quality of individual-level online information tracking:
challenges of existing approaches and introduction of a new content- and
long-tail sensitive academic solution | 73 pages | null | null | null | cs.CY | http://creativecommons.org/licenses/by/4.0/ | This article evaluates the quality of data collection in individual-level
desktop information tracking used in the social sciences and shows that the
existing approaches face sampling issues, validity issues due to the lack of
content-level data and their disregard of the variety of devices and long-tail
consumption ... | [
{
"created": "Tue, 5 Mar 2024 12:49:25 GMT",
"version": "v1"
}
] | 2024-03-06 | [
[
"Adam",
"Silke",
""
],
[
"Makhortykh",
"Mykola",
""
],
[
"Maier",
"Michaela",
""
],
[
"Aigenseer",
"Viktor",
""
],
[
"Urman",
"Aleksandra",
""
],
[
"Lopez",
"Teresa Gil",
""
],
[
"Christner",
"Clara",
""
... | This article evaluates the quality of data collection in individual-level desktop information tracking used in the social sciences and shows that the existing approaches face sampling issues, validity issues due to the lack of content-level data and their disregard of the variety of devices and long-tail consumption pa... |
2405.04323 | Moritz M\"oller | Alexandra Gobrecht, Felix Tuma, Moritz M\"oller, Thomas Z\"oller, Mark
Zakhvatkin, Alexandra Wuttig, Holger Sommerfeldt and Sven Sch\"utt | Beyond human subjectivity and error: a novel AI grading system | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The grading of open-ended questions is a high-effort, high-impact task in
education. Automating this task promises a significant reduction in workload
for education professionals, as well as more consistent grading outcomes for
students, by circumventing human subjectivity and error. While recent
breakthroughs in AI ... | [
{
"created": "Tue, 7 May 2024 13:49:59 GMT",
"version": "v1"
}
] | 2024-05-08 | [
[
"Gobrecht",
"Alexandra",
""
],
[
"Tuma",
"Felix",
""
],
[
"Möller",
"Moritz",
""
],
[
"Zöller",
"Thomas",
""
],
[
"Zakhvatkin",
"Mark",
""
],
[
"Wuttig",
"Alexandra",
""
],
[
"Sommerfeldt",
"Holger",
""
]... | The grading of open-ended questions is a high-effort, high-impact task in education. Automating this task promises a significant reduction in workload for education professionals, as well as more consistent grading outcomes for students, by circumventing human subjectivity and error. While recent breakthroughs in AI te... |
1108.3198 | Jiyou Li | Jiyou Li | On the average sensitivity of laced Boolean functions | 8 pages | null | null | null | cs.IT math.CO math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we obtain the average sensitivity of the laced Boolean
functions. This confirms a conjecture of Shparlinski. We also compute the
weights of the laced Boolean functions and show that they are almost balanced.
| [
{
"created": "Tue, 16 Aug 2011 10:12:31 GMT",
"version": "v1"
},
{
"created": "Thu, 18 Aug 2011 07:45:30 GMT",
"version": "v2"
}
] | 2011-08-24 | [
[
"Li",
"Jiyou",
""
]
] | In this paper we obtain the average sensitivity of the laced Boolean functions. This confirms a conjecture of Shparlinski. We also compute the weights of the laced Boolean functions and show that they are almost balanced. |
1909.00319 | Guizhong Liu | Han Wu, Xueyuan Yang, Yong Yang, Guizhong Liu | Flow Guided Short-term Trackers with Cascade Detection for Long-term
Tracking | null | null | null | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Object tracking has been studied for decades, but most of the existing works
are focused on the short-term tracking. For a long sequence, the object is
often fully occluded or out of view for a long time, and existing short-term
object tracking algorithms often lose the target, and it is difficult to
re-catch the tar... | [
{
"created": "Sun, 1 Sep 2019 04:06:42 GMT",
"version": "v1"
}
] | 2019-09-04 | [
[
"Wu",
"Han",
""
],
[
"Yang",
"Xueyuan",
""
],
[
"Yang",
"Yong",
""
],
[
"Liu",
"Guizhong",
""
]
] | Object tracking has been studied for decades, but most of the existing works are focused on the short-term tracking. For a long sequence, the object is often fully occluded or out of view for a long time, and existing short-term object tracking algorithms often lose the target, and it is difficult to re-catch the targe... |
2402.18502 | Garima Chhikara | Garima Chhikara, Anurag Sharma, Kripabandhu Ghosh, Abhijnan
Chakraborty | Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware
Classification | Under review | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Employing Large Language Models (LLM) in various downstream applications such
as classification is crucial, especially for smaller companies lacking the
expertise and resources required for fine-tuning a model. Fairness in LLMs
helps ensure inclusivity, equal representation based on factors such as race,
gender and p... | [
{
"created": "Wed, 28 Feb 2024 17:29:27 GMT",
"version": "v1"
}
] | 2024-02-29 | [
[
"Chhikara",
"Garima",
""
],
[
"Sharma",
"Anurag",
""
],
[
"Ghosh",
"Kripabandhu",
""
],
[
"Chakraborty",
"Abhijnan",
""
]
] | Employing Large Language Models (LLM) in various downstream applications such as classification is crucial, especially for smaller companies lacking the expertise and resources required for fine-tuning a model. Fairness in LLMs helps ensure inclusivity, equal representation based on factors such as race, gender and pro... |
2109.11393 | Shen Zhengwen | Zhengwen Shen, Jun Wang, Zaiyu Pan, Yulian Li, Jiangyu Wang | Cross Attention-guided Dense Network for Images Fusion | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | In recent years, various applications in computer vision have achieved
substantial progress based on deep learning, which has been widely used for
image fusion and shown to achieve adequate performance. However, suffering from
limited ability in modeling the spatial correspondence of different source
images, it still... | [
{
"created": "Thu, 23 Sep 2021 14:22:47 GMT",
"version": "v1"
},
{
"created": "Sun, 14 Aug 2022 14:45:13 GMT",
"version": "v2"
}
] | 2022-08-16 | [
[
"Shen",
"Zhengwen",
""
],
[
"Wang",
"Jun",
""
],
[
"Pan",
"Zaiyu",
""
],
[
"Li",
"Yulian",
""
],
[
"Wang",
"Jiangyu",
""
]
] | In recent years, various applications in computer vision have achieved substantial progress based on deep learning, which has been widely used for image fusion and shown to achieve adequate performance. However, suffering from limited ability in modeling the spatial correspondence of different source images, it still r... |
1612.01746 | Peter Karkus | Peter Karkus, Andras Kupcsik, David Hsu, Wee Sun Lee | Factored Contextual Policy Search with Bayesian Optimization | BayesOpt 2016, NeurIPS Workshop. A full paper extension is available
at arXiv:1904.11761 | null | null | null | cs.LG cs.AI cs.RO stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Scarce data is a major challenge to scaling robot learning to truly complex
tasks, as we need to generalize locally learned policies over different
"contexts". Bayesian optimization approaches to contextual policy search (CPS)
offer data-efficient policy learning that generalize over a context space. We
propose to im... | [
{
"created": "Tue, 6 Dec 2016 10:51:51 GMT",
"version": "v1"
},
{
"created": "Tue, 28 May 2019 04:08:29 GMT",
"version": "v2"
}
] | 2019-05-29 | [
[
"Karkus",
"Peter",
""
],
[
"Kupcsik",
"Andras",
""
],
[
"Hsu",
"David",
""
],
[
"Lee",
"Wee Sun",
""
]
] | Scarce data is a major challenge to scaling robot learning to truly complex tasks, as we need to generalize locally learned policies over different "contexts". Bayesian optimization approaches to contextual policy search (CPS) offer data-efficient policy learning that generalize over a context space. We propose to impr... |
2004.06947 | Georg Steinbuss | Georg Steinbuss and Klemens B\"ohm | Benchmarking Unsupervised Outlier Detection with Realistic Synthetic
Data | null | null | 10.1145/3441453 | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Benchmarking unsupervised outlier detection is difficult. Outliers are rare,
and existing benchmark data contains outliers with various and unknown
characteristics. Fully synthetic data usually consists of outliers and regular
instance with clear characteristics and thus allows for a more meaningful
evaluation of det... | [
{
"created": "Wed, 15 Apr 2020 08:55:47 GMT",
"version": "v1"
}
] | 2021-05-07 | [
[
"Steinbuss",
"Georg",
""
],
[
"Böhm",
"Klemens",
""
]
] | Benchmarking unsupervised outlier detection is difficult. Outliers are rare, and existing benchmark data contains outliers with various and unknown characteristics. Fully synthetic data usually consists of outliers and regular instance with clear characteristics and thus allows for a more meaningful evaluation of detec... |
1911.09676 | Deepak Pathak | Pratyusha Sharma, Deepak Pathak, Abhinav Gupta | Third-Person Visual Imitation Learning via Decoupled Hierarchical
Controller | Accepted at NeurIPS 2019. Videos at
https://pathak22.github.io/hierarchical-imitation/ | null | null | null | cs.LG cs.CV cs.RO stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study a generalized setup for learning from demonstration to build an
agent that can manipulate novel objects in unseen scenarios by looking at only
a single video of human demonstration from a third-person perspective. To
accomplish this goal, our agent should not only learn to understand the intent
of the demons... | [
{
"created": "Thu, 21 Nov 2019 18:59:29 GMT",
"version": "v1"
}
] | 2019-11-22 | [
[
"Sharma",
"Pratyusha",
""
],
[
"Pathak",
"Deepak",
""
],
[
"Gupta",
"Abhinav",
""
]
] | We study a generalized setup for learning from demonstration to build an agent that can manipulate novel objects in unseen scenarios by looking at only a single video of human demonstration from a third-person perspective. To accomplish this goal, our agent should not only learn to understand the intent of the demonstr... |
1612.04208 | Yijie Han | Yijie Han | An $O(n^2\log^4 n \log \log n)$ Time Matrix Multiplication Algorithm | I firmly believe that this is the right version | null | null | null | cs.DS | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We show, for the input vectors $(a_0, a_1, ..., a_{n-1})$ and $(b_0, b_1,
..., b_{n-1})$, where $a_i$'s and $b_j$'s are real numbers, after $O(n\log^4
n)$ time preprocessing for each of them, the vector multiplication $(a_0, a_1,
..., a_{n-1})(b_0, b_1, ..., b_{n-1})^T $ can be computed in $O(\log^4 n \log
\log n)$ t... | [
{
"created": "Sat, 10 Dec 2016 21:53:22 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Sep 2019 23:02:55 GMT",
"version": "v10"
},
{
"created": "Sun, 12 Apr 2020 19:00:39 GMT",
"version": "v11"
},
{
"created": "Sun, 3 May 2020 16:45:07 GMT",
"version": "v12"
},
{
... | 2023-07-11 | [
[
"Han",
"Yijie",
""
]
] | We show, for the input vectors $(a_0, a_1, ..., a_{n-1})$ and $(b_0, b_1, ..., b_{n-1})$, where $a_i$'s and $b_j$'s are real numbers, after $O(n\log^4 n)$ time preprocessing for each of them, the vector multiplication $(a_0, a_1, ..., a_{n-1})(b_0, b_1, ..., b_{n-1})^T $ can be computed in $O(\log^4 n \log \log n)$ tim... |
2103.00465 | Giovanni Denaro | Matteo Brunetto, Giovanni Denaro, Leonardo Mariani, Mauro Pezz\`e | On Introducing Automatic Test Case Generation in Practice: A Success
Story and Lessons Learned | null | null | null | null | cs.SE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The level and quality of automation dramatically affects software testing
activities, determines costs and effectiveness of the testing process, and
largely impacts on the quality of the final product. While costs and benefits
of automating many testing activities in industrial practice (including
managing the qualit... | [
{
"created": "Sun, 28 Feb 2021 11:31:50 GMT",
"version": "v1"
}
] | 2021-03-02 | [
[
"Brunetto",
"Matteo",
""
],
[
"Denaro",
"Giovanni",
""
],
[
"Mariani",
"Leonardo",
""
],
[
"Pezzè",
"Mauro",
""
]
] | The level and quality of automation dramatically affects software testing activities, determines costs and effectiveness of the testing process, and largely impacts on the quality of the final product. While costs and benefits of automating many testing activities in industrial practice (including managing the quality ... |
2402.06304 | Nicolas Michael M\"uller | Nicolas M. M\"uller, Piotr Kawa, Shen Hu, Matthias Neu, Jennifer
Williams, Philip Sperl, Konstantin B\"ottinger | A New Approach to Voice Authenticity | null | null | null | null | cs.SD cs.AI eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Voice faking, driven primarily by recent advances in text-to-speech (TTS)
synthesis technology, poses significant societal challenges. Currently, the
prevailing assumption is that unaltered human speech can be considered genuine,
while fake speech comes from TTS synthesis. We argue that this binary
distinction is ove... | [
{
"created": "Fri, 9 Feb 2024 10:34:01 GMT",
"version": "v1"
}
] | 2024-02-12 | [
[
"Müller",
"Nicolas M.",
""
],
[
"Kawa",
"Piotr",
""
],
[
"Hu",
"Shen",
""
],
[
"Neu",
"Matthias",
""
],
[
"Williams",
"Jennifer",
""
],
[
"Sperl",
"Philip",
""
],
[
"Böttinger",
"Konstantin",
""
]
] | Voice faking, driven primarily by recent advances in text-to-speech (TTS) synthesis technology, poses significant societal challenges. Currently, the prevailing assumption is that unaltered human speech can be considered genuine, while fake speech comes from TTS synthesis. We argue that this binary distinction is overs... |
1903.02044 | Ryan De Iaco | Ryan De Iaco, Stephen L. Smith, Krzysztof Czarnecki | Learning a Lattice Planner Control Set for Autonomous Vehicles | Accepted to the 2019 IEEE Intelligent Vehicles Symposium | null | null | null | cs.RO cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces a method to compute a sparse lattice planner control
set that is suited to a particular task by learning from a representative
dataset of vehicle paths. To do this, we use a scoring measure similar to the
Fr\'echet distance and propose an algorithm for evaluating a given control set
according to... | [
{
"created": "Tue, 5 Mar 2019 20:36:03 GMT",
"version": "v1"
},
{
"created": "Thu, 25 Apr 2019 17:08:17 GMT",
"version": "v2"
}
] | 2019-04-26 | [
[
"De Iaco",
"Ryan",
""
],
[
"Smith",
"Stephen L.",
""
],
[
"Czarnecki",
"Krzysztof",
""
]
] | This paper introduces a method to compute a sparse lattice planner control set that is suited to a particular task by learning from a representative dataset of vehicle paths. To do this, we use a scoring measure similar to the Fr\'echet distance and propose an algorithm for evaluating a given control set according to t... |
2206.09122 | Marin Matsumoto | Marin Matsumoto, Tsubasa Takahashi, Seng Pei Liew, Masato Oguchi | Measuring Lower Bounds of Local Differential Privacy via Adversary
Instantiations in Federated Learning | 15 pages, 7 figures | null | null | null | cs.CR | http://creativecommons.org/licenses/by/4.0/ | Local differential privacy (LDP) gives a strong privacy guarantee to be used
in a distributed setting like federated learning (FL). LDP mechanisms in FL
protect a client's gradient by randomizing it on the client; however, how can
we interpret the privacy level given by the randomization? Moreover, what types
of atta... | [
{
"created": "Sat, 18 Jun 2022 05:44:36 GMT",
"version": "v1"
}
] | 2022-06-22 | [
[
"Matsumoto",
"Marin",
""
],
[
"Takahashi",
"Tsubasa",
""
],
[
"Liew",
"Seng Pei",
""
],
[
"Oguchi",
"Masato",
""
]
] | Local differential privacy (LDP) gives a strong privacy guarantee to be used in a distributed setting like federated learning (FL). LDP mechanisms in FL protect a client's gradient by randomizing it on the client; however, how can we interpret the privacy level given by the randomization? Moreover, what types of attack... |
2002.08288 | Kartik Suryavanshi Mr. | Kartik Suryavanshi, Rama Vadapalli, Praharsha Budharaja, Abhishek
Sarkar, Madhava Krishna | Omnidirectional Three Module Robot Design and Simulation | 6 Pages accepted in ICAR 2019 (withdrawn), submitted and accepted in
ICCR 2019 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces the Omnidirectional Tractable Three Module Robot for
traversing inside complex pipe networks. The robot consists of three
omnidirectional modules fixed 120{\deg} apart circumferentially which can
rotate about their axis allowing holonomic motion of the robot. Holonomic
motion enables the robot t... | [
{
"created": "Wed, 19 Feb 2020 17:01:52 GMT",
"version": "v1"
}
] | 2020-02-20 | [
[
"Suryavanshi",
"Kartik",
""
],
[
"Vadapalli",
"Rama",
""
],
[
"Budharaja",
"Praharsha",
""
],
[
"Sarkar",
"Abhishek",
""
],
[
"Krishna",
"Madhava",
""
]
] | This paper introduces the Omnidirectional Tractable Three Module Robot for traversing inside complex pipe networks. The robot consists of three omnidirectional modules fixed 120{\deg} apart circumferentially which can rotate about their axis allowing holonomic motion of the robot. Holonomic motion enables the robot to ... |
1411.0237 | Mordechai Guri | Mordechai Guri, Gabi Kedma, Assaf Kachlon, Yuval Elovici | AirHopper: Bridging the Air-Gap between Isolated Networks and Mobile
Phones using Radio Frequencies | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Information is the most critical asset of modern organizations, and
accordingly coveted by adversaries. When highly sensitive data is involved, an
organization may resort to air-gap isolation, in which there is no networking
connection between the inner network and the external world. While infiltrating
an air-gapped... | [
{
"created": "Sun, 2 Nov 2014 10:20:30 GMT",
"version": "v1"
}
] | 2014-11-04 | [
[
"Guri",
"Mordechai",
""
],
[
"Kedma",
"Gabi",
""
],
[
"Kachlon",
"Assaf",
""
],
[
"Elovici",
"Yuval",
""
]
] | Information is the most critical asset of modern organizations, and accordingly coveted by adversaries. When highly sensitive data is involved, an organization may resort to air-gap isolation, in which there is no networking connection between the inner network and the external world. While infiltrating an air-gapped n... |
2003.03519 | Hanting Chen | Hanting Chen, Yunhe Wang, Han Shu, Changyuan Wen, Chunjing Xu, Boxin
Shi, Chao Xu, Chang Xu | Distilling portable Generative Adversarial Networks for Image
Translation | null | AAAI 2020 | null | null | cs.CV cs.LG eess.IV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Despite Generative Adversarial Networks (GANs) have been widely used in
various image-to-image translation tasks, they can be hardly applied on mobile
devices due to their heavy computation and storage cost. Traditional network
compression methods focus on visually recognition tasks, but never deal with
generation ta... | [
{
"created": "Sat, 7 Mar 2020 05:53:01 GMT",
"version": "v1"
}
] | 2020-03-10 | [
[
"Chen",
"Hanting",
""
],
[
"Wang",
"Yunhe",
""
],
[
"Shu",
"Han",
""
],
[
"Wen",
"Changyuan",
""
],
[
"Xu",
"Chunjing",
""
],
[
"Shi",
"Boxin",
""
],
[
"Xu",
"Chao",
""
],
[
"Xu",
"Chang",
"... | Despite Generative Adversarial Networks (GANs) have been widely used in various image-to-image translation tasks, they can be hardly applied on mobile devices due to their heavy computation and storage cost. Traditional network compression methods focus on visually recognition tasks, but never deal with generation task... |
2103.00871 | Phong Tran | Phong Tran, Anh Tran, Thao Nguyen, Minh Hoai | FineNet: Frame Interpolation and Enhancement for Face Video Deblurring | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The objective of this work is to deblur face videos. We propose a method that
tackles this problem from two directions: (1) enhancing the blurry frames, and
(2) treating the blurry frames as missing values and estimate them by
interpolation. These approaches are complementary to each other, and their
combination outp... | [
{
"created": "Mon, 1 Mar 2021 09:47:16 GMT",
"version": "v1"
}
] | 2021-03-02 | [
[
"Tran",
"Phong",
""
],
[
"Tran",
"Anh",
""
],
[
"Nguyen",
"Thao",
""
],
[
"Hoai",
"Minh",
""
]
] | The objective of this work is to deblur face videos. We propose a method that tackles this problem from two directions: (1) enhancing the blurry frames, and (2) treating the blurry frames as missing values and estimate them by interpolation. These approaches are complementary to each other, and their combination outper... |
1810.08676 | Kommy Weldemariam Dr | Skyler Speakman, Srihari Sridharan, Sekou Remy, Komminist Weldemariam,
Edward McFowland | Subset Scanning Over Neural Network Activations | null | null | null | null | cs.LG cs.AI stat.ML | http://creativecommons.org/licenses/by-nc-sa/4.0/ | This work views neural networks as data generating systems and applies
anomalous pattern detection techniques on that data in order to detect when a
network is processing an anomalous input. Detecting anomalies is a critical
component for multiple machine learning problems including detecting
adversarial noise. More ... | [
{
"created": "Fri, 19 Oct 2018 20:22:53 GMT",
"version": "v1"
}
] | 2018-10-23 | [
[
"Speakman",
"Skyler",
""
],
[
"Sridharan",
"Srihari",
""
],
[
"Remy",
"Sekou",
""
],
[
"Weldemariam",
"Komminist",
""
],
[
"McFowland",
"Edward",
""
]
] | This work views neural networks as data generating systems and applies anomalous pattern detection techniques on that data in order to detect when a network is processing an anomalous input. Detecting anomalies is a critical component for multiple machine learning problems including detecting adversarial noise. More br... |
2403.00861 | Yuan Wang | Yuan Wang, Lokesh Kumar Sambasivan, Mingang Fu, Prakhar Mehrotra | Pivoting Retail Supply Chain with Deep Generative Techniques: Taxonomy,
Survey and Insights | null | null | null | null | cs.AI cs.LG | http://creativecommons.org/publicdomain/zero/1.0/ | Generative AI applications, such as ChatGPT or DALL-E, have shown the world
their impressive capabilities in generating human-like text or image. Diving
deeper, the science stakeholder for those AI applications are Deep Generative
Models, a.k.a DGMs, which are designed to learn the underlying distribution of
the data... | [
{
"created": "Thu, 29 Feb 2024 21:03:46 GMT",
"version": "v1"
}
] | 2024-03-05 | [
[
"Wang",
"Yuan",
""
],
[
"Sambasivan",
"Lokesh Kumar",
""
],
[
"Fu",
"Mingang",
""
],
[
"Mehrotra",
"Prakhar",
""
]
] | Generative AI applications, such as ChatGPT or DALL-E, have shown the world their impressive capabilities in generating human-like text or image. Diving deeper, the science stakeholder for those AI applications are Deep Generative Models, a.k.a DGMs, which are designed to learn the underlying distribution of the data a... |
2407.06174 | Changyeon Lee | Hannah Lee, Changyeon Lee, Kevin Farhat, Lin Qiu, Steve Geluso, Aerin
Kim, Oren Etzioni | The Tug-of-War Between Deepfake Generation and Detection | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Multimodal generative models are rapidly evolving, leading to a surge in the
generation of realistic video and audio that offers exciting possibilities but
also serious risks. Deepfake videos, which can convincingly impersonate
individuals, have particularly garnered attention due to their potential misuse
in spreadi... | [
{
"created": "Mon, 8 Jul 2024 17:49:41 GMT",
"version": "v1"
},
{
"created": "Fri, 19 Jul 2024 19:13:19 GMT",
"version": "v2"
},
{
"created": "Fri, 26 Jul 2024 01:09:35 GMT",
"version": "v3"
}
] | 2024-07-29 | [
[
"Lee",
"Hannah",
""
],
[
"Lee",
"Changyeon",
""
],
[
"Farhat",
"Kevin",
""
],
[
"Qiu",
"Lin",
""
],
[
"Geluso",
"Steve",
""
],
[
"Kim",
"Aerin",
""
],
[
"Etzioni",
"Oren",
""
]
] | Multimodal generative models are rapidly evolving, leading to a surge in the generation of realistic video and audio that offers exciting possibilities but also serious risks. Deepfake videos, which can convincingly impersonate individuals, have particularly garnered attention due to their potential misuse in spreading... |
2102.00567 | Hassan Moussa Mr | Hassan Moussa | Using Recursive KMeans and Dijkstra Algorithm to Solve CVRP | null | null | 10.13140/RG.2.2.20970.85447 | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | Capacitated vehicle routing problem (CVRP) is being one of the most common
optimization problems in our days, considering the wide usage of routing
algorithms in multiple fields such as transportation domain, food delivery,
network routing, ... Capacitated vehicle routing problem is classified as an
NP-Hard problem, ... | [
{
"created": "Mon, 1 Feb 2021 00:03:03 GMT",
"version": "v1"
}
] | 2021-12-28 | [
[
"Moussa",
"Hassan",
""
]
] | Capacitated vehicle routing problem (CVRP) is being one of the most common optimization problems in our days, considering the wide usage of routing algorithms in multiple fields such as transportation domain, food delivery, network routing, ... Capacitated vehicle routing problem is classified as an NP-Hard problem, he... |
2103.12532 | Quentin Jodelet | Quentin Jodelet, Xin Liu and Tsuyoshi Murata | Balanced softmax cross-entropy for incremental learning with and without
memory | Journal extension of the ICANN 2021 paper (arXiv:2103.12532v3),
published in Computer Vision and Image Understanding | null | 10.1016/j.cviu.2022.103582 | null | cs.LG cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | When incrementally trained on new classes, deep neural networks are subject
to catastrophic forgetting which leads to an extreme deterioration of their
performance on the old classes while learning the new ones. Using a small
memory containing few samples from past classes has shown to be an effective
method to mitig... | [
{
"created": "Tue, 23 Mar 2021 13:30:26 GMT",
"version": "v1"
},
{
"created": "Wed, 31 Mar 2021 10:05:32 GMT",
"version": "v2"
},
{
"created": "Tue, 28 Dec 2021 11:58:17 GMT",
"version": "v3"
},
{
"created": "Wed, 9 Feb 2022 06:39:34 GMT",
"version": "v4"
},
{
"cr... | 2022-11-15 | [
[
"Jodelet",
"Quentin",
""
],
[
"Liu",
"Xin",
""
],
[
"Murata",
"Tsuyoshi",
""
]
] | When incrementally trained on new classes, deep neural networks are subject to catastrophic forgetting which leads to an extreme deterioration of their performance on the old classes while learning the new ones. Using a small memory containing few samples from past classes has shown to be an effective method to mitigat... |
0704.3520 | Jerome Darmont | Kamel Aouiche (ERIC), J\'er\^ome Darmont (ERIC) | Vers l'auto-administration des entrep\^ots de donn\'ees | Version courte de 4 pages | XXXV\`emes Journ\'ees de Statistique, Session sp\'eciale
Entreposage et Fouille de Donn\'ees, Lyon (02/06/2003) 105-108 | null | null | cs.DB | null | With the wide development of databases in general and data warehouses in
particular, it is important to reduce the tasks that a database administrator
must perform manually. The idea of using data mining techniques to extract
useful knowledge for administration from the data themselves has existed for
some years. How... | [
{
"created": "Thu, 26 Apr 2007 11:47:35 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Aouiche",
"Kamel",
"",
"ERIC"
],
[
"Darmont",
"Jérôme",
"",
"ERIC"
]
] | With the wide development of databases in general and data warehouses in particular, it is important to reduce the tasks that a database administrator must perform manually. The idea of using data mining techniques to extract useful knowledge for administration from the data themselves has existed for some years. Howev... |
2208.06192 | Zichen Ma | Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui | Personalizing or Not: Dynamically Personalized Federated Learning with
Incentives | Withdrawal for further revision | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Personalized federated learning (FL) facilitates collaborations between
multiple clients to learn personalized models without sharing private data. The
mechanism mitigates the statistical heterogeneity commonly encountered in the
system, i.e., non-IID data over different clients. Existing personalized
algorithms gene... | [
{
"created": "Fri, 12 Aug 2022 09:51:20 GMT",
"version": "v1"
},
{
"created": "Thu, 22 Sep 2022 01:25:29 GMT",
"version": "v2"
}
] | 2022-09-23 | [
[
"Ma",
"Zichen",
""
],
[
"Lu",
"Yu",
""
],
[
"Li",
"Wenye",
""
],
[
"Cui",
"Shuguang",
""
]
] | Personalized federated learning (FL) facilitates collaborations between multiple clients to learn personalized models without sharing private data. The mechanism mitigates the statistical heterogeneity commonly encountered in the system, i.e., non-IID data over different clients. Existing personalized algorithms genera... |
2406.05331 | Kei Ota | Kei Ota, Devesh K. Jha, Siddarth Jain, Bill Yerazunis, Radu Corcodel,
Yash Shukla, Antonia Bronars, Diego Romeres | Autonomous Robotic Assembly: From Part Singulation to Precise Assembly | Under submission | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | Imagine a robot that can assemble a functional product from the individual
parts presented in any configuration to the robot. Designing such a robotic
system is a complex problem which presents several open challenges. To bypass
these challenges, the current generation of assembly systems is built with a
lot of syste... | [
{
"created": "Sat, 8 Jun 2024 03:15:14 GMT",
"version": "v1"
},
{
"created": "Tue, 11 Jun 2024 04:16:28 GMT",
"version": "v2"
}
] | 2024-06-12 | [
[
"Ota",
"Kei",
""
],
[
"Jha",
"Devesh K.",
""
],
[
"Jain",
"Siddarth",
""
],
[
"Yerazunis",
"Bill",
""
],
[
"Corcodel",
"Radu",
""
],
[
"Shukla",
"Yash",
""
],
[
"Bronars",
"Antonia",
""
],
[
"Romere... | Imagine a robot that can assemble a functional product from the individual parts presented in any configuration to the robot. Designing such a robotic system is a complex problem which presents several open challenges. To bypass these challenges, the current generation of assembly systems is built with a lot of system ... |
1203.0835 | Ronald de Haan | Ronald de Haan | Functional Logic Programming with Generalized Circular Coinduction | null | null | null | null | cs.PL cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a method to adapt functional logic programming to deal with
reasoning on coinductively interpreted programs as well as on inductively
interpreted programs. In order to do so, we consider a class of objects
interesting for this coinductive interpretation, namely regular terms. We show
how the usual data str... | [
{
"created": "Mon, 5 Mar 2012 09:07:18 GMT",
"version": "v1"
}
] | 2012-03-06 | [
[
"de Haan",
"Ronald",
""
]
] | We propose a method to adapt functional logic programming to deal with reasoning on coinductively interpreted programs as well as on inductively interpreted programs. In order to do so, we consider a class of objects interesting for this coinductive interpretation, namely regular terms. We show how the usual data struc... |
2211.06054 | Stefan Baumgartner | Stefan Baumgartner and Gerg\H{o} Bogn\'ar and Oliver Lang and Mario
Huemer | Neural Network Approaches for Data Estimation in Unique Word OFDM
Systems | null | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Data estimation is conducted with model-based estimation methods since the
beginning of digital communications. However, motivated by the growing success
of machine learning, current research focuses on replacing model-based data
estimation methods by data-driven approaches, mainly neural networks (NNs). In
this work... | [
{
"created": "Fri, 11 Nov 2022 08:16:31 GMT",
"version": "v1"
}
] | 2022-11-14 | [
[
"Baumgartner",
"Stefan",
""
],
[
"Bognár",
"Gergő",
""
],
[
"Lang",
"Oliver",
""
],
[
"Huemer",
"Mario",
""
]
] | Data estimation is conducted with model-based estimation methods since the beginning of digital communications. However, motivated by the growing success of machine learning, current research focuses on replacing model-based data estimation methods by data-driven approaches, mainly neural networks (NNs). In this work, ... |
2003.14149 | Ramiro Dell'Erba | R. dell'Erba, C. Moriconi, A. Trocciola | Can underwater robotics technology save submerged Cultural Heritage? | in Italian | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cultural Heritage can largely profit from the set of technologies that have
recently been developed in Submarine Robotics. In this paper we focus on how
underwater robotics and related technologies can be used to enhance economical
fruition, control, protection and social impact of the cultural heritage.
Robots allow... | [
{
"created": "Tue, 31 Mar 2020 12:36:28 GMT",
"version": "v1"
}
] | 2020-04-01 | [
[
"dell'Erba",
"R.",
""
],
[
"Moriconi",
"C.",
""
],
[
"Trocciola",
"A.",
""
]
] | Cultural Heritage can largely profit from the set of technologies that have recently been developed in Submarine Robotics. In this paper we focus on how underwater robotics and related technologies can be used to enhance economical fruition, control, protection and social impact of the cultural heritage. Robots allow o... |
1502.04754 | Cosimo Rubino | Cosimo Rubino and Marco Crocco and Alessandro Perina and Vittorio
Murino and Alessio Del Bue | 3D Pose from Detections | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a novel method to infer, in closed-form, a general 3D spatial
occupancy and orientation of a collection of rigid objects given 2D image
detections from a sequence of images. In particular, starting from 2D ellipses
fitted to bounding boxes, this novel multi-view problem can be reformulated as
the estimatio... | [
{
"created": "Tue, 17 Feb 2015 00:11:41 GMT",
"version": "v1"
},
{
"created": "Wed, 22 Apr 2015 23:40:57 GMT",
"version": "v2"
},
{
"created": "Mon, 20 Jul 2015 18:27:38 GMT",
"version": "v3"
}
] | 2015-07-21 | [
[
"Rubino",
"Cosimo",
""
],
[
"Crocco",
"Marco",
""
],
[
"Perina",
"Alessandro",
""
],
[
"Murino",
"Vittorio",
""
],
[
"Del Bue",
"Alessio",
""
]
] | We present a novel method to infer, in closed-form, a general 3D spatial occupancy and orientation of a collection of rigid objects given 2D image detections from a sequence of images. In particular, starting from 2D ellipses fitted to bounding boxes, this novel multi-view problem can be reformulated as the estimation ... |
1809.08862 | Zoltan Tuza | Zoltan A. Tuza and Guy-Bart Stan | Characterization of Biologically Relevant Network Structures form
Time-series Data | null | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | High-throughput data acquisition in synthetic biology leads to an abundance
of data that need to be processed and aggregated into useful biological models.
Building dynamical models based on this wealth of data is of paramount
importance to understand and optimize designs of synthetic biology constructs.
However, bui... | [
{
"created": "Mon, 24 Sep 2018 12:02:02 GMT",
"version": "v1"
}
] | 2018-09-25 | [
[
"Tuza",
"Zoltan A.",
""
],
[
"Stan",
"Guy-Bart",
""
]
] | High-throughput data acquisition in synthetic biology leads to an abundance of data that need to be processed and aggregated into useful biological models. Building dynamical models based on this wealth of data is of paramount importance to understand and optimize designs of synthetic biology constructs. However, build... |
1301.2252 | Kannan Achan | Kannan Achan, Brendan J. Frey, Ralf Koetter | A Factorized Variational Technique for Phase Unwrapping in Markov Random
Fields | Appears in Proceedings of the Seventeenth Conference on Uncertainty
in Artificial Intelligence (UAI2001) | null | null | UAI-P-2001-PG-1-6 | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Some types of medical and topographic imaging device produce images in which
the pixel values are "phase-wrapped", i.e. measured modulus a known scalar.
Phase unwrapping can be viewed as the problem of inferring the number of shifts
between each and every pair of neighboring pixels, subject to an a priori
preference ... | [
{
"created": "Thu, 10 Jan 2013 16:22:19 GMT",
"version": "v1"
}
] | 2013-01-14 | [
[
"Achan",
"Kannan",
""
],
[
"Frey",
"Brendan J.",
""
],
[
"Koetter",
"Ralf",
""
]
] | Some types of medical and topographic imaging device produce images in which the pixel values are "phase-wrapped", i.e. measured modulus a known scalar. Phase unwrapping can be viewed as the problem of inferring the number of shifts between each and every pair of neighboring pixels, subject to an a priori preference fo... |
2107.03721 | Michael Veale | Michael Veale and Frederik Zuiderveen Borgesius | Demystifying the Draft EU Artificial Intelligence Act | 16 pages, 1 table | Computer Law Review International (2021), 22(4) 97-112 | 10.9785/cri-2021-220402 | null | cs.CY cs.AI | http://creativecommons.org/licenses/by/4.0/ | In April 2021, the European Commission proposed a Regulation on Artificial
Intelligence, known as the AI Act. We present an overview of the Act and
analyse its implications, drawing on scholarship ranging from the study of
contemporary AI practices to the structure of EU product safety regimes over
the last four deca... | [
{
"created": "Thu, 8 Jul 2021 10:04:07 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Jul 2021 08:39:22 GMT",
"version": "v2"
},
{
"created": "Fri, 26 Nov 2021 11:10:35 GMT",
"version": "v3"
},
{
"created": "Mon, 13 Jun 2022 10:33:35 GMT",
"version": "v4"
}
] | 2022-06-14 | [
[
"Veale",
"Michael",
""
],
[
"Borgesius",
"Frederik Zuiderveen",
""
]
] | In April 2021, the European Commission proposed a Regulation on Artificial Intelligence, known as the AI Act. We present an overview of the Act and analyse its implications, drawing on scholarship ranging from the study of contemporary AI practices to the structure of EU product safety regimes over the last four decade... |
2005.08806 | Xuechen Zhang | Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen and Qingmin Liao | Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via
Cost Volume Aware Regularizer | Accepted by IEEE ICIP 2020 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent end-to-end deep neural networks for disparity regression have achieved
the state-of-the-art performance. However, many well-acknowledged specific
properties of disparity estimation are omitted in these deep learning
algorithms. Especially, matching cost volume, one of the most important
procedure, is treated a... | [
{
"created": "Mon, 18 May 2020 15:29:55 GMT",
"version": "v1"
},
{
"created": "Thu, 28 May 2020 09:59:11 GMT",
"version": "v2"
}
] | 2020-05-29 | [
[
"Chen",
"Yang",
""
],
[
"Lu",
"Zongqing",
""
],
[
"Zhang",
"Xuechen",
""
],
[
"Chen",
"Lei",
""
],
[
"Liao",
"Qingmin",
""
]
] | Recent end-to-end deep neural networks for disparity regression have achieved the state-of-the-art performance. However, many well-acknowledged specific properties of disparity estimation are omitted in these deep learning algorithms. Especially, matching cost volume, one of the most important procedure, is treated as ... |
1307.7842 | Aaron Darling | Laurent Bulteau, Guillaume Fertin, Christian Komusiewicz, and Irena
Rusu | A Fixed-Parameter Algorithm for Minimum Common String Partition with Few
Duplications | Peer-reviewed and presented as part of the 13th Workshop on
Algorithms in Bioinformatics (WABI2013) | null | null | null | cs.DS cs.CE q-bio.QM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Motivated by the study of genome rearrangements, the NP-hard Minimum Common
String Partition problems asks, given two strings, to split both strings into
an identical set of blocks. We consider an extension of this problem to
unbalanced strings, so that some elements may not be covered by any block. We
present an eff... | [
{
"created": "Tue, 30 Jul 2013 06:59:15 GMT",
"version": "v1"
}
] | 2013-08-02 | [
[
"Bulteau",
"Laurent",
""
],
[
"Fertin",
"Guillaume",
""
],
[
"Komusiewicz",
"Christian",
""
],
[
"Rusu",
"Irena",
""
]
] | Motivated by the study of genome rearrangements, the NP-hard Minimum Common String Partition problems asks, given two strings, to split both strings into an identical set of blocks. We consider an extension of this problem to unbalanced strings, so that some elements may not be covered by any block. We present an effic... |
2401.02541 | Chirag Satpathy | Aniruth A, Chirag Satpathy, Jothika K, Nitteesh M, Gokulraj M,
Venkatram K, Harshith G, Shristi S, Anushka Vani, Jonathan Spurgeon | Autonomous Multi-Rotor UAVs: A Holistic Approach to Design,
Optimization, and Fabrication | null | null | null | null | cs.RO cond-mat.mtrl-sci | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Unmanned Aerial Vehicles (UAVs) have become pivotal in domains spanning
military, agriculture, surveillance, and logistics, revolutionizing data
collection and environmental interaction. With the advancement in drone
technology, there is a compelling need to develop a holistic methodology for
designing UAVs. This res... | [
{
"created": "Thu, 4 Jan 2024 21:10:28 GMT",
"version": "v1"
}
] | 2024-01-08 | [
[
"A",
"Aniruth",
""
],
[
"Satpathy",
"Chirag",
""
],
[
"K",
"Jothika",
""
],
[
"M",
"Nitteesh",
""
],
[
"M",
"Gokulraj",
""
],
[
"K",
"Venkatram",
""
],
[
"G",
"Harshith",
""
],
[
"S",
"Shristi",... | Unmanned Aerial Vehicles (UAVs) have become pivotal in domains spanning military, agriculture, surveillance, and logistics, revolutionizing data collection and environmental interaction. With the advancement in drone technology, there is a compelling need to develop a holistic methodology for designing UAVs. This resea... |
2206.13856 | Giuseppe Spallitta | Giuseppe Spallitta, Gabriele Masina, Paolo Morettin, Andrea Passerini
and Roberto Sebastiani | SMT-based Weighted Model Integration with Structure Awareness | Accepted for the 38th Conference on Uncertainty in Artificial
Intelligence (UAI 2022) | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | Weighted Model Integration (WMI) is a popular formalism aimed at unifying
approaches for probabilistic inference in hybrid domains, involving logical and
algebraic constraints. Despite a considerable amount of recent work, allowing
WMI algorithms to scale with the complexity of the hybrid problem is still a
challenge... | [
{
"created": "Tue, 28 Jun 2022 09:46:17 GMT",
"version": "v1"
}
] | 2022-06-29 | [
[
"Spallitta",
"Giuseppe",
""
],
[
"Masina",
"Gabriele",
""
],
[
"Morettin",
"Paolo",
""
],
[
"Passerini",
"Andrea",
""
],
[
"Sebastiani",
"Roberto",
""
]
] | Weighted Model Integration (WMI) is a popular formalism aimed at unifying approaches for probabilistic inference in hybrid domains, involving logical and algebraic constraints. Despite a considerable amount of recent work, allowing WMI algorithms to scale with the complexity of the hybrid problem is still a challenge. ... |
2302.09051 | Xavier Daull | Xavier Daull, Patrice Bellot, Emmanuel Bruno, Vincent Martin,
Elisabeth Murisasco | Complex QA and language models hybrid architectures, Survey | null | null | null | null | cs.CL cs.AI cs.IR cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | This paper reviews the state-of-the-art of language models architectures and
strategies for "complex" question-answering (QA, CQA, CPS) with a focus on
hybridization. Large Language Models (LLM) are good at leveraging public data
on standard problems but once you want to tackle more specific complex
questions or prob... | [
{
"created": "Fri, 17 Feb 2023 18:31:31 GMT",
"version": "v1"
},
{
"created": "Mon, 6 Mar 2023 21:46:08 GMT",
"version": "v2"
},
{
"created": "Thu, 9 Mar 2023 17:25:10 GMT",
"version": "v3"
},
{
"created": "Fri, 7 Apr 2023 16:37:35 GMT",
"version": "v4"
}
] | 2023-04-10 | [
[
"Daull",
"Xavier",
""
],
[
"Bellot",
"Patrice",
""
],
[
"Bruno",
"Emmanuel",
""
],
[
"Martin",
"Vincent",
""
],
[
"Murisasco",
"Elisabeth",
""
]
] | This paper reviews the state-of-the-art of language models architectures and strategies for "complex" question-answering (QA, CQA, CPS) with a focus on hybridization. Large Language Models (LLM) are good at leveraging public data on standard problems but once you want to tackle more specific complex questions or proble... |
2203.03815 | Min-Won Seo | Min-Won Seo, Solmaz S. Kia | Online Target Localization using Adaptive Belief Propagation in the HMM
Framework | 8 pages, 8 figures | IEEE Robotics and Automation Letters. Vol 7 Issue 4 (2022) 10288 -
10295 | 10.1109/LRA.2022.3193243 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes a novel adaptive sample space-based Viterbi algorithm for
target localization in an online manner. The method relies on discretizing the
target's motion space into cells representing a finite number of hidden states.
Then, the most probable trajectory of the tracked target is computed via
dynamic ... | [
{
"created": "Tue, 8 Mar 2022 02:30:17 GMT",
"version": "v1"
},
{
"created": "Fri, 18 Mar 2022 00:28:42 GMT",
"version": "v2"
},
{
"created": "Sun, 29 May 2022 05:56:38 GMT",
"version": "v3"
},
{
"created": "Mon, 15 Aug 2022 15:04:06 GMT",
"version": "v4"
},
{
"cr... | 2022-08-17 | [
[
"Seo",
"Min-Won",
""
],
[
"Kia",
"Solmaz S.",
""
]
] | This paper proposes a novel adaptive sample space-based Viterbi algorithm for target localization in an online manner. The method relies on discretizing the target's motion space into cells representing a finite number of hidden states. Then, the most probable trajectory of the tracked target is computed via dynamic pr... |
2309.02423 | Yue Xu | Yue Xu, Yong-Lu Li, Zhemin Huang, Michael Xu Liu, Cewu Lu, Yu-Wing
Tai, Chi-Keung Tang | EgoPCA: A New Framework for Egocentric Hand-Object Interaction
Understanding | ICCV 2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the surge in attention to Egocentric Hand-Object Interaction (Ego-HOI),
large-scale datasets such as Ego4D and EPIC-KITCHENS have been proposed.
However, most current research is built on resources derived from third-person
video action recognition. This inherent domain gap between first- and
third-person action... | [
{
"created": "Tue, 5 Sep 2023 17:51:16 GMT",
"version": "v1"
}
] | 2023-09-06 | [
[
"Xu",
"Yue",
""
],
[
"Li",
"Yong-Lu",
""
],
[
"Huang",
"Zhemin",
""
],
[
"Liu",
"Michael Xu",
""
],
[
"Lu",
"Cewu",
""
],
[
"Tai",
"Yu-Wing",
""
],
[
"Tang",
"Chi-Keung",
""
]
] | With the surge in attention to Egocentric Hand-Object Interaction (Ego-HOI), large-scale datasets such as Ego4D and EPIC-KITCHENS have been proposed. However, most current research is built on resources derived from third-person video action recognition. This inherent domain gap between first- and third-person action v... |
2404.04927 | Qingxiao Huang | Qingxiao Huang, Jie Hu, Yizhe Zhao, Kun Yang | Holographic Integrated Data and Energy Transfer | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Thanks to the application of metamaterials, holographic multiple-input
multiple-output (H-MIMO) is expected to achieve a higher spatial diversity gain
by enabling the ability to generate any current distribution on the surface.
With the aid of electromagnetic (EM) manipulation capability of H-MIMO,
integrated data an... | [
{
"created": "Sun, 7 Apr 2024 12:00:28 GMT",
"version": "v1"
}
] | 2024-04-09 | [
[
"Huang",
"Qingxiao",
""
],
[
"Hu",
"Jie",
""
],
[
"Zhao",
"Yizhe",
""
],
[
"Yang",
"Kun",
""
]
] | Thanks to the application of metamaterials, holographic multiple-input multiple-output (H-MIMO) is expected to achieve a higher spatial diversity gain by enabling the ability to generate any current distribution on the surface. With the aid of electromagnetic (EM) manipulation capability of H-MIMO, integrated data and ... |
1905.12708 | Athmanarayanan Lakshmi Narayanan | Athma Narayanan, Isht Dwivedi, Behzad Dariush | Dynamic Traffic Scene Classification with Space-Time Coherence | accpeted in (International Conference on Robotics and Automation)ICRA
2019 | null | null | null | cs.CV eess.IV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | This paper examines the problem of dynamic traffic scene classification under
space-time variations in viewpoint that arise from video captured on-board a
moving vehicle. Solutions to this problem are important for realization of
effective driving assistance technologies required to interpret or predict road
user beh... | [
{
"created": "Wed, 29 May 2019 20:28:49 GMT",
"version": "v1"
}
] | 2019-05-31 | [
[
"Narayanan",
"Athma",
""
],
[
"Dwivedi",
"Isht",
""
],
[
"Dariush",
"Behzad",
""
]
] | This paper examines the problem of dynamic traffic scene classification under space-time variations in viewpoint that arise from video captured on-board a moving vehicle. Solutions to this problem are important for realization of effective driving assistance technologies required to interpret or predict road user behav... |
1603.08047 | Kevin Hecke Van | Kevin van Hecke, Guido de Croon, Laurens van der Maaten, Daniel
Hennes, Dario Izzo | Persistent self-supervised learning principle: from stereo to monocular
vision for obstacle avoidance | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Self-Supervised Learning (SSL) is a reliable learning mechanism in which a
robot uses an original, trusted sensor cue for training to recognize an
additional, complementary sensor cue. We study for the first time in SSL how a
robot's learning behavior should be organized, so that the robot can keep
performing its tas... | [
{
"created": "Fri, 25 Mar 2016 22:13:50 GMT",
"version": "v1"
}
] | 2016-03-29 | [
[
"van Hecke",
"Kevin",
""
],
[
"de Croon",
"Guido",
""
],
[
"van der Maaten",
"Laurens",
""
],
[
"Hennes",
"Daniel",
""
],
[
"Izzo",
"Dario",
""
]
] | Self-Supervised Learning (SSL) is a reliable learning mechanism in which a robot uses an original, trusted sensor cue for training to recognize an additional, complementary sensor cue. We study for the first time in SSL how a robot's learning behavior should be organized, so that the robot can keep performing its task ... |
2407.13849 | Abdallah Alabdallah | Abdallah Alabdallah, Omar Hamed, Mattias Ohlsson, Thorsteinn
R\"ognvaldsson, Sepideh Pashami | CoxSE: Exploring the Potential of Self-Explaining Neural Networks with
Cox Proportional Hazards Model for Survival Analysis | null | null | null | null | cs.LG stat.ML | http://creativecommons.org/licenses/by/4.0/ | The Cox Proportional Hazards (CPH) model has long been the preferred survival
model for its explainability. However, to increase its predictive power beyond
its linear log-risk, it was extended to utilize deep neural networks
sacrificing its explainability. In this work, we explore the potential of
self-explaining ne... | [
{
"created": "Thu, 18 Jul 2024 18:32:54 GMT",
"version": "v1"
}
] | 2024-07-22 | [
[
"Alabdallah",
"Abdallah",
""
],
[
"Hamed",
"Omar",
""
],
[
"Ohlsson",
"Mattias",
""
],
[
"Rögnvaldsson",
"Thorsteinn",
""
],
[
"Pashami",
"Sepideh",
""
]
] | The Cox Proportional Hazards (CPH) model has long been the preferred survival model for its explainability. However, to increase its predictive power beyond its linear log-risk, it was extended to utilize deep neural networks sacrificing its explainability. In this work, we explore the potential of self-explaining neur... |
2211.05414 | Ke Yang | Ke Yang, Charles Yu, Yi Fung, Manling Li, Heng Ji | ADEPT: A DEbiasing PrompT Framework | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Several works have proven that finetuning is an applicable approach for
debiasing contextualized word embeddings. Similarly, discrete prompts with
semantic meanings have shown to be effective in debiasing tasks. With unfixed
mathematical representation at the token level, continuous prompts usually
surpass discrete o... | [
{
"created": "Thu, 10 Nov 2022 08:41:40 GMT",
"version": "v1"
},
{
"created": "Fri, 23 Dec 2022 15:06:38 GMT",
"version": "v2"
}
] | 2022-12-26 | [
[
"Yang",
"Ke",
""
],
[
"Yu",
"Charles",
""
],
[
"Fung",
"Yi",
""
],
[
"Li",
"Manling",
""
],
[
"Ji",
"Heng",
""
]
] | Several works have proven that finetuning is an applicable approach for debiasing contextualized word embeddings. Similarly, discrete prompts with semantic meanings have shown to be effective in debiasing tasks. With unfixed mathematical representation at the token level, continuous prompts usually surpass discrete one... |
2404.13478 | Benjamin Eisner | Ben Eisner, Yi Yang, Todor Davchev, Mel Vecerik, Jonathan Scholz,
David Held | Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks | Published at International Conference on Representation Learning
(ICLR 2024) | null | null | null | cs.RO cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many robot manipulation tasks can be framed as geometric reasoning tasks,
where an agent must be able to precisely manipulate an object into a position
that satisfies the task from a set of initial conditions. Often, task success
is defined based on the relationship between two objects - for instance,
hanging a mug o... | [
{
"created": "Sat, 20 Apr 2024 22:16:56 GMT",
"version": "v1"
}
] | 2024-04-23 | [
[
"Eisner",
"Ben",
""
],
[
"Yang",
"Yi",
""
],
[
"Davchev",
"Todor",
""
],
[
"Vecerik",
"Mel",
""
],
[
"Scholz",
"Jonathan",
""
],
[
"Held",
"David",
""
]
] | Many robot manipulation tasks can be framed as geometric reasoning tasks, where an agent must be able to precisely manipulate an object into a position that satisfies the task from a set of initial conditions. Often, task success is defined based on the relationship between two objects - for instance, hanging a mug on ... |
1010.0287 | Ying Cui | Rui Wang, Vincent K. N. Lau and Ying Cui | Queue-Aware Distributive Resource Control for Delay-Sensitive Two-Hop
MIMO Cooperative Systems | 30 pages, 7 figures | null | 10.1109/TSP.2010.2086449 | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we consider a queue-aware distributive resource control
algorithm for two-hop MIMO cooperative systems. We shall illustrate that relay
buffering is an effective way to reduce the intrinsic half-duplex penalty in
cooperative systems. The complex interactions of the queues at the source node
and the rela... | [
{
"created": "Sat, 2 Oct 2010 03:57:46 GMT",
"version": "v1"
}
] | 2015-05-20 | [
[
"Wang",
"Rui",
""
],
[
"Lau",
"Vincent K. N.",
""
],
[
"Cui",
"Ying",
""
]
] | In this paper, we consider a queue-aware distributive resource control algorithm for two-hop MIMO cooperative systems. We shall illustrate that relay buffering is an effective way to reduce the intrinsic half-duplex penalty in cooperative systems. The complex interactions of the queues at the source node and the relays... |
1906.01038 | Christina Niklaus | Christina Niklaus, Matthias Cetto, Andre Freitas, Siegfried Handschuh | Transforming Complex Sentences into a Semantic Hierarchy | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | We present an approach for recursively splitting and rephrasing complex
English sentences into a novel semantic hierarchy of simplified sentences, with
each of them presenting a more regular structure that may facilitate a wide
variety of artificial intelligence tasks, such as machine translation (MT) or
information ... | [
{
"created": "Mon, 3 Jun 2019 19:33:13 GMT",
"version": "v1"
}
] | 2019-06-05 | [
[
"Niklaus",
"Christina",
""
],
[
"Cetto",
"Matthias",
""
],
[
"Freitas",
"Andre",
""
],
[
"Handschuh",
"Siegfried",
""
]
] | We present an approach for recursively splitting and rephrasing complex English sentences into a novel semantic hierarchy of simplified sentences, with each of them presenting a more regular structure that may facilitate a wide variety of artificial intelligence tasks, such as machine translation (MT) or information ex... |
2211.04445 | Ren Wang | Jianing Bai, Ren Wang, Zuyi Li | Physics-Constrained Backdoor Attacks on Power System Fault Localization | null | null | null | null | cs.CR cs.AI cs.LG cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The advances in deep learning (DL) techniques have the potential to deliver
transformative technological breakthroughs to numerous complex tasks in modern
power systems that suffer from increasing uncertainty and nonlinearity.
However, the vulnerability of DL has yet to be thoroughly explored in power
system tasks un... | [
{
"created": "Mon, 7 Nov 2022 12:57:26 GMT",
"version": "v1"
}
] | 2022-11-09 | [
[
"Bai",
"Jianing",
""
],
[
"Wang",
"Ren",
""
],
[
"Li",
"Zuyi",
""
]
] | The advances in deep learning (DL) techniques have the potential to deliver transformative technological breakthroughs to numerous complex tasks in modern power systems that suffer from increasing uncertainty and nonlinearity. However, the vulnerability of DL has yet to be thoroughly explored in power system tasks unde... |
2306.07209 | Wenqi Zhang | Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang | Data-Copilot: Bridging Billions of Data and Humans with Autonomous
Workflow | null | null | null | null | cs.CL cs.AI cs.CE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Industries such as finance, meteorology, and energy generate vast amounts of
data daily. Efficiently managing, processing, and displaying this data requires
specialized expertise and is often tedious and repetitive. Leveraging large
language models (LLMs) to develop an automated workflow presents a highly
promising s... | [
{
"created": "Mon, 12 Jun 2023 16:12:56 GMT",
"version": "v1"
},
{
"created": "Sun, 21 Apr 2024 12:25:25 GMT",
"version": "v2"
},
{
"created": "Mon, 6 May 2024 15:36:53 GMT",
"version": "v3"
},
{
"created": "Tue, 7 May 2024 02:53:28 GMT",
"version": "v4"
},
{
"cre... | 2024-08-06 | [
[
"Zhang",
"Wenqi",
""
],
[
"Shen",
"Yongliang",
""
],
[
"Lu",
"Weiming",
""
],
[
"Zhuang",
"Yueting",
""
]
] | Industries such as finance, meteorology, and energy generate vast amounts of data daily. Efficiently managing, processing, and displaying this data requires specialized expertise and is often tedious and repetitive. Leveraging large language models (LLMs) to develop an automated workflow presents a highly promising sol... |
2211.02946 | Michael Fulton | Michael Fulton, Aditya Prabhu, Junaed Sattar | HREyes: Design, Development, and Evaluation of a Novel Method for AUVs
to Communicate Information and Gaze Direction | Under submission at ICRA23 | null | null | null | cs.HC cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present the design, development, and evaluation of HREyes: biomimetic
communication devices which use light to communicate information and, for the
first time, gaze direction from AUVs to humans. First, we introduce two types
of information displays using the HREye devices: active lucemes and ocular
lucemes. Activ... | [
{
"created": "Sat, 5 Nov 2022 17:10:31 GMT",
"version": "v1"
}
] | 2022-11-08 | [
[
"Fulton",
"Michael",
""
],
[
"Prabhu",
"Aditya",
""
],
[
"Sattar",
"Junaed",
""
]
] | We present the design, development, and evaluation of HREyes: biomimetic communication devices which use light to communicate information and, for the first time, gaze direction from AUVs to humans. First, we introduce two types of information displays using the HREye devices: active lucemes and ocular lucemes. Active ... |
2201.02693 | Yoshitomo Matsubara | Yoshitomo Matsubara, Davide Callegaro, Sameer Singh, Marco Levorato,
Francesco Restuccia | BottleFit: Learning Compressed Representations in Deep Neural Networks
for Effective and Efficient Split Computing | Accepted to IEEE WoWMoM 2022. Code and models are available at
https://github.com/yoshitomo-matsubara/bottlefit-split_computing | 2022 IEEE 23rd International Symposium on a World of Wireless,
Mobile and Multimedia Networks (WoWMoM) | 10.1109/WoWMoM54355.2022.00032 | null | cs.LG cs.CV eess.IV eess.SP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Although mission-critical applications require the use of deep neural
networks (DNNs), their continuous execution at mobile devices results in a
significant increase in energy consumption. While edge offloading can decrease
energy consumption, erratic patterns in channel quality, network and edge
server load can lead... | [
{
"created": "Fri, 7 Jan 2022 22:08:07 GMT",
"version": "v1"
},
{
"created": "Thu, 14 Apr 2022 06:06:15 GMT",
"version": "v2"
}
] | 2022-09-07 | [
[
"Matsubara",
"Yoshitomo",
""
],
[
"Callegaro",
"Davide",
""
],
[
"Singh",
"Sameer",
""
],
[
"Levorato",
"Marco",
""
],
[
"Restuccia",
"Francesco",
""
]
] | Although mission-critical applications require the use of deep neural networks (DNNs), their continuous execution at mobile devices results in a significant increase in energy consumption. While edge offloading can decrease energy consumption, erratic patterns in channel quality, network and edge server load can lead t... |
1603.00146 | Yu Zhang | Yu Zhang, Stephen Wistar, Jia Li, Michael Steinberg, and James Z. Wang | Storm Detection by Visual Learning Using Satellite Images | null | null | 10.1109/TGRS.2016.2618929 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Computers are widely utilized in today's weather forecasting as a powerful
tool to leverage an enormous amount of data. Yet, despite the availability of
such data, current techniques often fall short of producing reliable detailed
storm forecasts. Each year severe thunderstorms cause significant damage and
loss of li... | [
{
"created": "Tue, 1 Mar 2016 05:26:59 GMT",
"version": "v1"
}
] | 2017-03-08 | [
[
"Zhang",
"Yu",
""
],
[
"Wistar",
"Stephen",
""
],
[
"Li",
"Jia",
""
],
[
"Steinberg",
"Michael",
""
],
[
"Wang",
"James Z.",
""
]
] | Computers are widely utilized in today's weather forecasting as a powerful tool to leverage an enormous amount of data. Yet, despite the availability of such data, current techniques often fall short of producing reliable detailed storm forecasts. Each year severe thunderstorms cause significant damage and loss of life... |
0711.2546 | Wojciech Moczydlowski | Wojciech Moczydlowski | Normalization of IZF with Replacement | null | Logical Methods in Computer Science, Volume 4, Issue 2 (April 8,
2008) lmcs:1235 | 10.2168/LMCS-4(2:1)2008 | null | cs.LO | null | ZF is a well investigated impredicative constructive version of
Zermelo-Fraenkel set theory. Using set terms, we axiomatize IZF with
Replacement, which we call \izfr, along with its intensional counterpart
\iizfr. We define a typed lambda calculus $\li$ corresponding to proofs in
\iizfr according to the Curry-Howard ... | [
{
"created": "Fri, 16 Nov 2007 02:44:05 GMT",
"version": "v1"
},
{
"created": "Tue, 8 Apr 2008 15:49:00 GMT",
"version": "v2"
}
] | 2019-03-14 | [
[
"Moczydlowski",
"Wojciech",
""
]
] | ZF is a well investigated impredicative constructive version of Zermelo-Fraenkel set theory. Using set terms, we axiomatize IZF with Replacement, which we call \izfr, along with its intensional counterpart \iizfr. We define a typed lambda calculus $\li$ corresponding to proofs in \iizfr according to the Curry-Howard is... |
1903.05567 | Maxim Gonchar | Anna Fatkina, Maxim Gonchar, Anastasia Kalitkina, Liudmila Kolupaeva,
Dmitry Naumov, Dmitry Selivanov, Konstantin Treskov | GNA: new framework for statistical data analysis | 9 pages, 3 figures, CHEP 2018, submitted to EPJ Web of Conferences | null | 10.1051/epjconf/201921405024 | null | cs.MS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We report on the status of GNA --- a new framework for fitting large-scale
physical models. GNA utilizes the data flow concept within which a model is
represented by a directed acyclic graph. Each node is an operation on an array
(matrix multiplication, derivative or cross section calculation, etc). The
framework ena... | [
{
"created": "Wed, 13 Mar 2019 16:09:08 GMT",
"version": "v1"
}
] | 2019-10-02 | [
[
"Fatkina",
"Anna",
""
],
[
"Gonchar",
"Maxim",
""
],
[
"Kalitkina",
"Anastasia",
""
],
[
"Kolupaeva",
"Liudmila",
""
],
[
"Naumov",
"Dmitry",
""
],
[
"Selivanov",
"Dmitry",
""
],
[
"Treskov",
"Konstantin",
... | We report on the status of GNA --- a new framework for fitting large-scale physical models. GNA utilizes the data flow concept within which a model is represented by a directed acyclic graph. Each node is an operation on an array (matrix multiplication, derivative or cross section calculation, etc). The framework enabl... |
1911.01258 | Reza Yazdani Aminabadi | Reza Yazdani, Olatunji Ruwase, Minjia Zhang, Yuxiong He, Jose-Maria
Arnau, Antonio Gonzalez | SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural
Network | null | null | null | null | cs.LG cs.AR cs.NE cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The effectiveness of Recurrent Neural Networks (RNNs) for tasks such as
Automatic Speech Recognition has fostered interest in RNN inference
acceleration. Due to the recurrent nature and data dependencies of RNN
computations, prior work has designed customized architectures specifically
tailored to the computation pat... | [
{
"created": "Mon, 4 Nov 2019 14:51:27 GMT",
"version": "v1"
},
{
"created": "Sun, 20 Mar 2022 18:03:32 GMT",
"version": "v2"
},
{
"created": "Sun, 21 May 2023 04:12:46 GMT",
"version": "v3"
}
] | 2023-05-23 | [
[
"Yazdani",
"Reza",
""
],
[
"Ruwase",
"Olatunji",
""
],
[
"Zhang",
"Minjia",
""
],
[
"He",
"Yuxiong",
""
],
[
"Arnau",
"Jose-Maria",
""
],
[
"Gonzalez",
"Antonio",
""
]
] | The effectiveness of Recurrent Neural Networks (RNNs) for tasks such as Automatic Speech Recognition has fostered interest in RNN inference acceleration. Due to the recurrent nature and data dependencies of RNN computations, prior work has designed customized architectures specifically tailored to the computation patte... |
2208.11405 | Gorka Velez Ph.D. | \'Angel Mart\'in, Daniel Mej\'ias, Zaloa Fern\'andez, Roberto Viola,
Josu P\'erez, Mikel Garc\'ia, Gorka Velez, Jon Montalb\'an and Pablo Angueira | Adaptive QoS of WebRTC for Vehicular Media Communications | null | 2022 IEEE International Symposium on Broadband Multimedia Systems
and Broadcasting (BMSB), 2022, pp. 1-6 | 10.1109/BMSB55706.2022.9828782 | null | cs.NI cs.CV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Vehicles shipping sensors for onboard systems are gaining connectivity. This
enables information sharing to realize a more comprehensive understanding of
the environment. However, peer communication through public cellular networks
brings multiple networking hurdles to address, needing in-network systems to
relay com... | [
{
"created": "Wed, 24 Aug 2022 09:51:59 GMT",
"version": "v1"
}
] | 2022-08-25 | [
[
"Martín",
"Ángel",
""
],
[
"Mejías",
"Daniel",
""
],
[
"Fernández",
"Zaloa",
""
],
[
"Viola",
"Roberto",
""
],
[
"Pérez",
"Josu",
""
],
[
"García",
"Mikel",
""
],
[
"Velez",
"Gorka",
""
],
[
"Montal... | Vehicles shipping sensors for onboard systems are gaining connectivity. This enables information sharing to realize a more comprehensive understanding of the environment. However, peer communication through public cellular networks brings multiple networking hurdles to address, needing in-network systems to relay commu... |
1509.04954 | Heng Yang | Heng Yang and Renqiao Zhang and Peter Robinson | Human and Sheep Facial Landmarks Localisation by Triplet Interpolated
Features | submitted to WACV2016 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we present a method for localisation of facial landmarks on
human and sheep. We introduce a new feature extraction scheme called
triplet-interpolated feature used at each iteration of the cascaded shape
regression framework. It is able to extract features from similar semantic
location given an estimate... | [
{
"created": "Wed, 16 Sep 2015 15:50:01 GMT",
"version": "v1"
}
] | 2015-09-17 | [
[
"Yang",
"Heng",
""
],
[
"Zhang",
"Renqiao",
""
],
[
"Robinson",
"Peter",
""
]
] | In this paper we present a method for localisation of facial landmarks on human and sheep. We introduce a new feature extraction scheme called triplet-interpolated feature used at each iteration of the cascaded shape regression framework. It is able to extract features from similar semantic location given an estimated ... |
1111.5652 | Cesare Tinelli | Alexander Fuchs (The University of Iowa), Amit Goel (Intel
Corporation), Jim Grundy (Intel Corporation), Sava Krsti\'c (Intel
Corporation), Cesare Tinelli (The University of Iowa) | Ground interpolation for the theory of equality | null | Logical Methods in Computer Science, Volume 8, Issue 1 (February
16, 2012) lmcs:709 | 10.2168/LMCS-8(1:6)2012 | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Theory interpolation has found several successful applications in model
checking. We present a novel method for computing interpolants for ground
formulas in the theory of equality. The method produces interpolants from
colored congruence graphs representing derivations in that theory. These graphs
can be produced by... | [
{
"created": "Wed, 23 Nov 2011 23:57:19 GMT",
"version": "v1"
},
{
"created": "Wed, 15 Feb 2012 10:45:00 GMT",
"version": "v2"
}
] | 2015-07-01 | [
[
"Fuchs",
"Alexander",
"",
"The University of Iowa"
],
[
"Goel",
"Amit",
"",
"Intel\n Corporation"
],
[
"Grundy",
"Jim",
"",
"Intel Corporation"
],
[
"Krstić",
"Sava",
"",
"Intel\n Corporation"
],
[
"Tinelli",
"Cesare",
"... | Theory interpolation has found several successful applications in model checking. We present a novel method for computing interpolants for ground formulas in the theory of equality. The method produces interpolants from colored congruence graphs representing derivations in that theory. These graphs can be produced by c... |
2403.00999 | Tian Qin | Tian Qin, Zhiwei Deng, David Alvarez-Melis | Distributional Dataset Distillation with Subtask Decomposition | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | What does a neural network learn when training from a task-specific dataset?
Synthesizing this knowledge is the central idea behind Dataset Distillation,
which recent work has shown can be used to compress large datasets into a small
set of input-label pairs ($\textit{prototypes}$) that capture essential aspects
of t... | [
{
"created": "Fri, 1 Mar 2024 21:49:34 GMT",
"version": "v1"
}
] | 2024-03-05 | [
[
"Qin",
"Tian",
""
],
[
"Deng",
"Zhiwei",
""
],
[
"Alvarez-Melis",
"David",
""
]
] | What does a neural network learn when training from a task-specific dataset? Synthesizing this knowledge is the central idea behind Dataset Distillation, which recent work has shown can be used to compress large datasets into a small set of input-label pairs ($\textit{prototypes}$) that capture essential aspects of the... |
1803.04388 | Carl Feghali | Faisal N. Abu-Khzam, Carl Feghali, Pinar Heggernes | Partitioning a graph into degenerate subgraphs | 16 pages; minor revision | null | null | null | cs.DM math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Let $G = (V, E)$ be a connected graph with maximum degree $k\geq 3$ distinct
from $K_{k+1}$. Given integers $s \geq 2$ and $p_1,\ldots,p_s\geq 0$, $G$ is
said to be $(p_1, \dots, p_s)$-partitionable if there exists a partition of $V$
into sets~$V_1,\ldots,V_s$ such that $G[V_i]$ is $p_i$-degenerate for
$i\in\{1,\ldot... | [
{
"created": "Mon, 12 Mar 2018 17:29:28 GMT",
"version": "v1"
},
{
"created": "Wed, 7 Aug 2019 16:59:42 GMT",
"version": "v2"
}
] | 2019-08-08 | [
[
"Abu-Khzam",
"Faisal N.",
""
],
[
"Feghali",
"Carl",
""
],
[
"Heggernes",
"Pinar",
""
]
] | Let $G = (V, E)$ be a connected graph with maximum degree $k\geq 3$ distinct from $K_{k+1}$. Given integers $s \geq 2$ and $p_1,\ldots,p_s\geq 0$, $G$ is said to be $(p_1, \dots, p_s)$-partitionable if there exists a partition of $V$ into sets~$V_1,\ldots,V_s$ such that $G[V_i]$ is $p_i$-degenerate for $i\in\{1,\ldots,... |
2011.14395 | Lennart Sch\"apermeier | Lennart Sch\"apermeier, Christian Grimme, Pascal Kerschke | To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing
Multi-objective Landscapes | This version has been accepted for publication at the 11th
International Conference on Evolutionary Multi-Criterion Optimization (EMO
2021) | null | null | null | cs.NE math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Simultaneously visualizing the decision and objective space of continuous
multi-objective optimization problems (MOPs) recently provided key
contributions in understanding the structure of their landscapes. For the sake
of advancing these recent findings, we compiled all state-of-the-art
visualization methods in a si... | [
{
"created": "Sun, 29 Nov 2020 16:33:15 GMT",
"version": "v1"
}
] | 2020-12-01 | [
[
"Schäpermeier",
"Lennart",
""
],
[
"Grimme",
"Christian",
""
],
[
"Kerschke",
"Pascal",
""
]
] | Simultaneously visualizing the decision and objective space of continuous multi-objective optimization problems (MOPs) recently provided key contributions in understanding the structure of their landscapes. For the sake of advancing these recent findings, we compiled all state-of-the-art visualization methods in a sing... |
2004.13077 | Boris Chidlovskii | Assem Sadek and Boris Chidlovskii | Self-Supervised Attention Learning for Depth and Ego-motion Estimation | null | null | null | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We address the problem of depth and ego-motion estimation from image
sequences. Recent advances in the domain propose to train a deep learning model
for both tasks using image reconstruction in a self-supervised manner. We
revise the assumptions and the limitations of the current approaches and
propose two improvemen... | [
{
"created": "Mon, 27 Apr 2020 18:19:22 GMT",
"version": "v1"
},
{
"created": "Mon, 5 Dec 2022 19:51:01 GMT",
"version": "v2"
}
] | 2022-12-07 | [
[
"Sadek",
"Assem",
""
],
[
"Chidlovskii",
"Boris",
""
]
] | We address the problem of depth and ego-motion estimation from image sequences. Recent advances in the domain propose to train a deep learning model for both tasks using image reconstruction in a self-supervised manner. We revise the assumptions and the limitations of the current approaches and propose two improvements... |
1405.0055 | Abuzer Yakaryilmaz | Arseny M. Shur and Abuzer Yakaryilmaz | Quantum, Stochastic, and Pseudo Stochastic Languages with Few States | A new version with new results. Previous version: Arseny M. Shur,
Abuzer Yakaryilmaz: Quantum, Stochastic, and Pseudo Stochastic Languages with
Few States. UCNC 2014: 327-339 | null | null | null | cs.FL quant-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Stochastic languages are the languages recognized by probabilistic finite
automata (PFAs) with cutpoint over the field of real numbers. More general
computational models over the same field such as generalized finite automata
(GFAs) and quantum finite automata (QFAs) define the same class. In 1963, Rabin
proved the s... | [
{
"created": "Wed, 30 Apr 2014 23:29:33 GMT",
"version": "v1"
},
{
"created": "Sat, 20 Dec 2014 11:32:09 GMT",
"version": "v2"
}
] | 2014-12-23 | [
[
"Shur",
"Arseny M.",
""
],
[
"Yakaryilmaz",
"Abuzer",
""
]
] | Stochastic languages are the languages recognized by probabilistic finite automata (PFAs) with cutpoint over the field of real numbers. More general computational models over the same field such as generalized finite automata (GFAs) and quantum finite automata (QFAs) define the same class. In 1963, Rabin proved the set... |
2001.05613 | Takuya Ohashi | Takuya Ohashi, Yosuke Ikegami, Yoshihiko Nakamura | Synergetic Reconstruction from 2D Pose and 3D Motion for Wide-Space
Multi-Person Video Motion Capture in the Wild | null | Image and Vision Computing, Volume 104, 2020 | 10.1016/j.imavis.2020.104028 | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Although many studies have investigated markerless motion capture, the
technology has not been applied to real sports or concerts. In this paper, we
propose a markerless motion capture method with spatiotemporal accuracy and
smoothness from multiple cameras in wide-space and multi-person environments.
The proposed me... | [
{
"created": "Thu, 16 Jan 2020 02:14:59 GMT",
"version": "v1"
},
{
"created": "Wed, 14 Oct 2020 04:08:05 GMT",
"version": "v2"
}
] | 2020-10-15 | [
[
"Ohashi",
"Takuya",
""
],
[
"Ikegami",
"Yosuke",
""
],
[
"Nakamura",
"Yoshihiko",
""
]
] | Although many studies have investigated markerless motion capture, the technology has not been applied to real sports or concerts. In this paper, we propose a markerless motion capture method with spatiotemporal accuracy and smoothness from multiple cameras in wide-space and multi-person environments. The proposed meth... |
1712.09345 | Andreas Lenz | Andreas Lenz and Antonia Wachter-Zeh and Eitan Yaakobi | Duplication-Correcting Codes | 24 pages, 1 figure. arXiv admin note: text overlap with
arXiv:1707.00052 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work, we propose constructions that correct duplications of multiple
consecutive symbols. These errors are known as tandem duplications, where a
sequence of symbols is repeated; respectively as palindromic duplications,
where a sequence is repeated in reversed order. We compare the redundancies of
these const... | [
{
"created": "Sun, 24 Dec 2017 00:15:52 GMT",
"version": "v1"
}
] | 2017-12-29 | [
[
"Lenz",
"Andreas",
""
],
[
"Wachter-Zeh",
"Antonia",
""
],
[
"Yaakobi",
"Eitan",
""
]
] | In this work, we propose constructions that correct duplications of multiple consecutive symbols. These errors are known as tandem duplications, where a sequence of symbols is repeated; respectively as palindromic duplications, where a sequence is repeated in reversed order. We compare the redundancies of these constru... |
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