id stringlengths 9 10 | submitter stringlengths 1 64 ⌀ | authors stringlengths 4 20.7k | title stringlengths 4 246 | comments stringlengths 1 523 ⌀ | journal-ref stringlengths 4 404 ⌀ | doi stringlengths 11 153 ⌀ | report-no stringlengths 2 254 ⌀ | categories stringlengths 5 98 | license stringclasses 9
values | orig_abstract stringlengths 14 3.35k | versions listlengths 1 60 | update_date stringlengths 10 10 | authors_parsed listlengths 1 1.35k | abstract stringlengths 11 3.34k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2201.03092 | Xiyang Hu | Xiyang Hu, Yan Huang, Beibei Li, Tian Lu | Uncovering the Source of Machine Bias | accepted by KDD 2021, MLCM workshop | null | null | null | cs.LG econ.GN q-fin.EC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We develop a structural econometric model to capture the decision dynamics of
human evaluators on an online micro-lending platform, and estimate the model
parameters using a real-world dataset. We find two types of biases in gender,
preference-based bias and belief-based bias, are present in human evaluators'
decisio... | [
{
"created": "Sun, 9 Jan 2022 21:05:24 GMT",
"version": "v1"
}
] | 2022-01-11 | [
[
"Hu",
"Xiyang",
""
],
[
"Huang",
"Yan",
""
],
[
"Li",
"Beibei",
""
],
[
"Lu",
"Tian",
""
]
] | We develop a structural econometric model to capture the decision dynamics of human evaluators on an online micro-lending platform, and estimate the model parameters using a real-world dataset. We find two types of biases in gender, preference-based bias and belief-based bias, are present in human evaluators' decisions... |
1807.00507 | Michael Codish | Michael Codish | A SAT Encoding for the $n$-Fractions Problem | null | null | null | null | cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This note describes a SAT encoding for the $n$-fractions puzzle which is
problem 041 of the CSPLib. Using a SAT solver we obtain a solution for two of
the six remaining open instances of this problem.
| [
{
"created": "Mon, 2 Jul 2018 07:54:17 GMT",
"version": "v1"
}
] | 2018-07-03 | [
[
"Codish",
"Michael",
""
]
] | This note describes a SAT encoding for the $n$-fractions puzzle which is problem 041 of the CSPLib. Using a SAT solver we obtain a solution for two of the six remaining open instances of this problem. |
2107.03434 | Trinh Van Chien | Trinh Van Chien and Hien Quoc Ngo and Symeon Chatzinotas and Bj\"orn
Ottersten | Reconfigurable Intelligent Surface-Assisted Massive MIMO: Favorable
Propagation, Channel Hardening, and Rank Deficiency | 7 pages, 2 Figures. Submitted to IEEE for possible publication | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Massive multiple-input multiple-output (MIMO) and reconfigurable intelligent
surface (RIS) are two promising technologies for 5G-and-beyond wireless
networks, capable of providing large array gain and multiuser spatial
multiplexing. Without requiring additional frequency bands, those technologies
offer significant im... | [
{
"created": "Wed, 7 Jul 2021 18:35:44 GMT",
"version": "v1"
},
{
"created": "Sun, 5 Sep 2021 16:17:41 GMT",
"version": "v2"
}
] | 2021-09-07 | [
[
"Van Chien",
"Trinh",
""
],
[
"Ngo",
"Hien Quoc",
""
],
[
"Chatzinotas",
"Symeon",
""
],
[
"Ottersten",
"Björn",
""
]
] | Massive multiple-input multiple-output (MIMO) and reconfigurable intelligent surface (RIS) are two promising technologies for 5G-and-beyond wireless networks, capable of providing large array gain and multiuser spatial multiplexing. Without requiring additional frequency bands, those technologies offer significant impr... |
2203.12324 | Maaike Los | Maaike Los, Zo\'e Christoff, Davide Grossi | Proportional Budget Allocations: Towards a Systematization | 17 pages | null | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We contribute to the programme of lifting proportionality axioms from the
multi-winner voting setting to participatory budgeting. We define novel
proportionality axioms for participatory budgeting and test them on known
proportionality-driven rules such as Phragm\'en and Rule X. We investigate
logical implications am... | [
{
"created": "Wed, 23 Mar 2022 11:01:31 GMT",
"version": "v1"
},
{
"created": "Wed, 4 May 2022 14:16:16 GMT",
"version": "v2"
}
] | 2022-05-05 | [
[
"Los",
"Maaike",
""
],
[
"Christoff",
"Zoé",
""
],
[
"Grossi",
"Davide",
""
]
] | We contribute to the programme of lifting proportionality axioms from the multi-winner voting setting to participatory budgeting. We define novel proportionality axioms for participatory budgeting and test them on known proportionality-driven rules such as Phragm\'en and Rule X. We investigate logical implications amon... |
2309.13904 | Katsuya Hotta | Katsuya Hotta, Chao Zhang, Yoshihiro Hagihara, Takuya Akashi | Subspace-Guided Feature Reconstruction for Unsupervised Anomaly
Localization | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Unsupervised anomaly localization, which plays a critical role in industrial
manufacturing, aims to identify anomalous regions that deviate from normal
sample patterns. Most recent methods perform feature matching or reconstruction
for the target sample with pre-trained deep neural networks. However, they
still strug... | [
{
"created": "Mon, 25 Sep 2023 06:58:57 GMT",
"version": "v1"
},
{
"created": "Wed, 28 Feb 2024 09:16:53 GMT",
"version": "v2"
}
] | 2024-02-29 | [
[
"Hotta",
"Katsuya",
""
],
[
"Zhang",
"Chao",
""
],
[
"Hagihara",
"Yoshihiro",
""
],
[
"Akashi",
"Takuya",
""
]
] | Unsupervised anomaly localization, which plays a critical role in industrial manufacturing, aims to identify anomalous regions that deviate from normal sample patterns. Most recent methods perform feature matching or reconstruction for the target sample with pre-trained deep neural networks. However, they still struggl... |
2103.11119 | Yiwei Bao | Yiwei Bao, Yihua Cheng, Yunfei Liu and Feng Lu | Adaptive Feature Fusion Network for Gaze Tracking in Mobile Tablets | Accepted at International Conference on Pattern Recognition 2020
(ICPR) | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, many multi-stream gaze estimation methods have been proposed. They
estimate gaze from eye and face appearances and achieve reasonable accuracy.
However, most of the methods simply concatenate the features extracted from eye
and face appearance. The feature fusion process has been ignored. In this
paper, we ... | [
{
"created": "Sat, 20 Mar 2021 07:16:10 GMT",
"version": "v1"
}
] | 2021-03-23 | [
[
"Bao",
"Yiwei",
""
],
[
"Cheng",
"Yihua",
""
],
[
"Liu",
"Yunfei",
""
],
[
"Lu",
"Feng",
""
]
] | Recently, many multi-stream gaze estimation methods have been proposed. They estimate gaze from eye and face appearances and achieve reasonable accuracy. However, most of the methods simply concatenate the features extracted from eye and face appearance. The feature fusion process has been ignored. In this paper, we pr... |
2011.04501 | Yitao Chen | Yitao Chen and Deepanshu Vasal | Multi-Agent Decentralized Belief Propagation on Graphs | 16 pages. arXiv admin note: text overlap with arXiv:1109.2135,
arXiv:1209.1695, arXiv:1802.08757 by other authors | null | null | null | cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the problem of interactive partially observable Markov decision
processes (I-POMDPs), where the agents are located at the nodes of a
communication network. Specifically, we assume a certain message type for all
messages. Moreover, each agent makes individual decisions based on the
interactive belief state... | [
{
"created": "Fri, 6 Nov 2020 18:16:26 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Nov 2020 02:25:35 GMT",
"version": "v2"
}
] | 2020-11-11 | [
[
"Chen",
"Yitao",
""
],
[
"Vasal",
"Deepanshu",
""
]
] | We consider the problem of interactive partially observable Markov decision processes (I-POMDPs), where the agents are located at the nodes of a communication network. Specifically, we assume a certain message type for all messages. Moreover, each agent makes individual decisions based on the interactive belief states,... |
2010.06362 | Jinting Wu | Jinting Wu, Yujia Zhang, Xiaoguang Zhao and Wenbin Gao | A Generalized Zero-Shot Framework for Emotion Recognition from Body
Gestures | The new version adds a co-author and revises the layout of Fig.3 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Although automatic emotion recognition from facial expressions and speech has
made remarkable progress, emotion recognition from body gestures has not been
thoroughly explored. People often use a variety of body language to express
emotions, and it is difficult to enumerate all emotional body gestures and
collect eno... | [
{
"created": "Tue, 13 Oct 2020 13:16:38 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Oct 2020 08:15:45 GMT",
"version": "v2"
}
] | 2020-10-21 | [
[
"Wu",
"Jinting",
""
],
[
"Zhang",
"Yujia",
""
],
[
"Zhao",
"Xiaoguang",
""
],
[
"Gao",
"Wenbin",
""
]
] | Although automatic emotion recognition from facial expressions and speech has made remarkable progress, emotion recognition from body gestures has not been thoroughly explored. People often use a variety of body language to express emotions, and it is difficult to enumerate all emotional body gestures and collect enoug... |
2303.08233 | Timothy Yu | Rindranirina Ramamonjison, Timothy T. Yu, Raymond Li, Haley Li,
Giuseppe Carenini, Bissan Ghaddar, Shiqi He, Mahdi Mostajabdaveh, Amin
Banitalebi-Dehkordi, Zirui Zhou, Yong Zhang | NL4Opt Competition: Formulating Optimization Problems Based on Their
Natural Language Descriptions | null | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The Natural Language for Optimization (NL4Opt) Competition was created to
investigate methods of extracting the meaning and formulation of an
optimization problem based on its text description. Specifically, the goal of
the competition is to increase the accessibility and usability of optimization
solvers by allowing... | [
{
"created": "Tue, 14 Mar 2023 20:59:04 GMT",
"version": "v1"
},
{
"created": "Mon, 27 Mar 2023 01:10:12 GMT",
"version": "v2"
}
] | 2023-03-28 | [
[
"Ramamonjison",
"Rindranirina",
""
],
[
"Yu",
"Timothy T.",
""
],
[
"Li",
"Raymond",
""
],
[
"Li",
"Haley",
""
],
[
"Carenini",
"Giuseppe",
""
],
[
"Ghaddar",
"Bissan",
""
],
[
"He",
"Shiqi",
""
],
[
... | The Natural Language for Optimization (NL4Opt) Competition was created to investigate methods of extracting the meaning and formulation of an optimization problem based on its text description. Specifically, the goal of the competition is to increase the accessibility and usability of optimization solvers by allowing n... |
2105.13478 | Kyle MacMillan | Kyle MacMillan, Tarun Mangla, James Saxon, Nick Feamster | Measuring the Performance and Network Utilization of Popular Video
Conferencing Applications | null | null | null | null | cs.NI | http://creativecommons.org/licenses/by/4.0/ | Video conferencing applications (VCAs) have become a critical Internet
application, even more so during the COVID-19 pandemic, as users worldwide now
rely on them for work, school, and telehealth. It is thus increasingly
important to understand the resource requirements of different VCAs and how
they perform under di... | [
{
"created": "Thu, 27 May 2021 22:21:57 GMT",
"version": "v1"
}
] | 2021-05-31 | [
[
"MacMillan",
"Kyle",
""
],
[
"Mangla",
"Tarun",
""
],
[
"Saxon",
"James",
""
],
[
"Feamster",
"Nick",
""
]
] | Video conferencing applications (VCAs) have become a critical Internet application, even more so during the COVID-19 pandemic, as users worldwide now rely on them for work, school, and telehealth. It is thus increasingly important to understand the resource requirements of different VCAs and how they perform under diff... |
2404.00790 | Mingyang Wang | Mingyang Wang, Heike Adel, Lukas Lange, Jannik Str\"otgen, Hinrich
Sch\"utze | Rehearsal-Free Modular and Compositional Continual Learning for Language
Models | null | null | null | null | cs.LG cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Continual learning aims at incrementally acquiring new knowledge while not
forgetting existing knowledge. To overcome catastrophic forgetting, methods are
either rehearsal-based, i.e., store data examples from previous tasks for data
replay, or isolate parameters dedicated to each task. However, rehearsal-based
metho... | [
{
"created": "Sun, 31 Mar 2024 20:28:44 GMT",
"version": "v1"
}
] | 2024-04-02 | [
[
"Wang",
"Mingyang",
""
],
[
"Adel",
"Heike",
""
],
[
"Lange",
"Lukas",
""
],
[
"Strötgen",
"Jannik",
""
],
[
"Schütze",
"Hinrich",
""
]
] | Continual learning aims at incrementally acquiring new knowledge while not forgetting existing knowledge. To overcome catastrophic forgetting, methods are either rehearsal-based, i.e., store data examples from previous tasks for data replay, or isolate parameters dedicated to each task. However, rehearsal-based methods... |
2301.04788 | Shaonan Wang | Shaonan Wang, Nai Ding, Nan Lin, Jiajun Zhang, Chengqing Zong | Language Cognition and Language Computation -- Human and Machine
Language Understanding | A survey of language comprehension in cognitive sciences and language
understanding in computer sciences and their relations | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Language understanding is a key scientific issue in the fields of cognitive
and computer science. However, the two disciplines differ substantially in the
specific research questions. Cognitive science focuses on analyzing the
specific mechanism of the brain and investigating the brain's response to
language; few stu... | [
{
"created": "Thu, 12 Jan 2023 02:37:00 GMT",
"version": "v1"
}
] | 2023-01-13 | [
[
"Wang",
"Shaonan",
""
],
[
"Ding",
"Nai",
""
],
[
"Lin",
"Nan",
""
],
[
"Zhang",
"Jiajun",
""
],
[
"Zong",
"Chengqing",
""
]
] | Language understanding is a key scientific issue in the fields of cognitive and computer science. However, the two disciplines differ substantially in the specific research questions. Cognitive science focuses on analyzing the specific mechanism of the brain and investigating the brain's response to language; few studi... |
cs/0405092 | Jiang Qiu | Yves Caseau, Glenn Silverstein, Francois Laburthe | Learning Hybrid Algorithms for Vehicle Routing Problems | Appeared in Theory and Practice of Logic Programming, vol. 1, no. 6,
2001 | Theory and Practice of Logic Programming, vol. 1, no. 6, 2001 | null | null | cs.PL | null | This paper presents a generic technique for improving hybrid algorithms
through the discovery of and tuning of meta-heuristics. The idea is to
represent a family of push/pull heuristics that are based upon inserting and
removing tasks in a current solution, with an algebra. We then let a learning
algorithm search for... | [
{
"created": "Mon, 24 May 2004 17:41:50 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Caseau",
"Yves",
""
],
[
"Silverstein",
"Glenn",
""
],
[
"Laburthe",
"Francois",
""
]
] | This paper presents a generic technique for improving hybrid algorithms through the discovery of and tuning of meta-heuristics. The idea is to represent a family of push/pull heuristics that are based upon inserting and removing tasks in a current solution, with an algebra. We then let a learning algorithm search for t... |
2402.09299 | Vahid Majdinasab | Vahid Majdinasab, Amin Nikanjam, Foutse Khomh | Trained Without My Consent: Detecting Code Inclusion In Language Models
Trained on Code | Submitted to TOSEM (ACM Transactions on Software Engineering and
Methodology) | null | null | null | cs.SE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Code auditing ensures that the developed code adheres to standards,
regulations, and copyright protection by verifying that it does not contain
code from protected sources. The recent advent of Large Language Models (LLMs)
as coding assistants in the software development process poses new challenges
for code auditing... | [
{
"created": "Wed, 14 Feb 2024 16:41:35 GMT",
"version": "v1"
}
] | 2024-02-15 | [
[
"Majdinasab",
"Vahid",
""
],
[
"Nikanjam",
"Amin",
""
],
[
"Khomh",
"Foutse",
""
]
] | Code auditing ensures that the developed code adheres to standards, regulations, and copyright protection by verifying that it does not contain code from protected sources. The recent advent of Large Language Models (LLMs) as coding assistants in the software development process poses new challenges for code auditing. ... |
1903.02740 | Zaiwang Gu | Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao,
Tianyang Zhang, Shenghua Gao and Jiang Liu | CE-Net: Context Encoder Network for 2D Medical Image Segmentation | accepted by IEEE transcations on medical imaging, (TMI) | null | 10.1109/TMI.2019.2903562 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Medical image segmentation is an important step in medical image analysis.
With the rapid development of convolutional neural network in image processing,
deep learning has been used for medical image segmentation, such as optic disc
segmentation, blood vessel detection, lung segmentation, cell segmentation,
etc. Pre... | [
{
"created": "Thu, 7 Mar 2019 06:24:27 GMT",
"version": "v1"
}
] | 2019-03-08 | [
[
"Gu",
"Zaiwang",
""
],
[
"Cheng",
"Jun",
""
],
[
"Fu",
"Huazhu",
""
],
[
"Zhou",
"Kang",
""
],
[
"Hao",
"Huaying",
""
],
[
"Zhao",
"Yitian",
""
],
[
"Zhang",
"Tianyang",
""
],
[
"Gao",
"Shenghua... | Medical image segmentation is an important step in medical image analysis. With the rapid development of convolutional neural network in image processing, deep learning has been used for medical image segmentation, such as optic disc segmentation, blood vessel detection, lung segmentation, cell segmentation, etc. Previ... |
2011.03168 | Hiroyasu Tsukamoto | Hiroyasu Tsukamoto and Soon-Jo Chung and Jean-Jacques E. Slotine | Neural Stochastic Contraction Metrics for Learning-based Control and
Estimation | IEEE CONTROL SYSTEMS LETTERS (L-CSS), preprint version, accepted Dec.
2020 (DOI: 10.1109/LCSYS.2020.3046529).
https://ieeexplore.ieee.org/document/9302618 | null | 10.1109/LCSYS.2020.3046529 | null | cs.LG cs.AI cs.RO cs.SY eess.SY math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present Neural Stochastic Contraction Metrics (NSCM), a new design
framework for provably-stable robust control and estimation for a class of
stochastic nonlinear systems. It uses a spectrally-normalized deep neural
network to construct a contraction metric, sampled via simplified convex
optimization in the stocha... | [
{
"created": "Fri, 6 Nov 2020 03:04:42 GMT",
"version": "v1"
},
{
"created": "Thu, 19 Nov 2020 17:39:43 GMT",
"version": "v2"
},
{
"created": "Wed, 9 Dec 2020 23:43:24 GMT",
"version": "v3"
},
{
"created": "Sun, 3 Jan 2021 14:12:28 GMT",
"version": "v4"
}
] | 2021-01-05 | [
[
"Tsukamoto",
"Hiroyasu",
""
],
[
"Chung",
"Soon-Jo",
""
],
[
"Slotine",
"Jean-Jacques E.",
""
]
] | We present Neural Stochastic Contraction Metrics (NSCM), a new design framework for provably-stable robust control and estimation for a class of stochastic nonlinear systems. It uses a spectrally-normalized deep neural network to construct a contraction metric, sampled via simplified convex optimization in the stochast... |
1012.3295 | Laura Sanit\`a | Friedrich Eisenbrand, Naonori Kakimura, Thomas Rothvo{\ss}, Laura
Sanit\`a | Set Covering with Ordered Replacement -- Additive and Multiplicative
Gaps | null | null | null | null | cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider set covering problems where the underlying set system satisfies a
particular replacement property w.r.t. a given partial order on the elements:
Whenever a set is in the set system then a set stemming from it via the
replacement of an element by a smaller element is also in the set system. Many
variants of... | [
{
"created": "Wed, 15 Dec 2010 11:56:31 GMT",
"version": "v1"
}
] | 2015-03-17 | [
[
"Eisenbrand",
"Friedrich",
""
],
[
"Kakimura",
"Naonori",
""
],
[
"Rothvoß",
"Thomas",
""
],
[
"Sanità",
"Laura",
""
]
] | We consider set covering problems where the underlying set system satisfies a particular replacement property w.r.t. a given partial order on the elements: Whenever a set is in the set system then a set stemming from it via the replacement of an element by a smaller element is also in the set system. Many variants of B... |
2303.09181 | Yong Liu | Kunyang Han, Yong Liu, Jun Hao Liew, Henghui Ding, Yunchao Wei, Jiajun
Liu, Yitong Wang, Yansong Tang, Yujiu Yang, Jiashi Feng, Yao Zhao | Global Knowledge Calibration for Fast Open-Vocabulary Segmentation | Accepted by ICCV2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent advancements in pre-trained vision-language models, such as CLIP, have
enabled the segmentation of arbitrary concepts solely from textual inputs, a
process commonly referred to as open-vocabulary semantic segmentation (OVS).
However, existing OVS techniques confront a fundamental challenge: the trained
classif... | [
{
"created": "Thu, 16 Mar 2023 09:51:41 GMT",
"version": "v1"
},
{
"created": "Sat, 15 Jul 2023 05:10:22 GMT",
"version": "v2"
}
] | 2023-07-18 | [
[
"Han",
"Kunyang",
""
],
[
"Liu",
"Yong",
""
],
[
"Liew",
"Jun Hao",
""
],
[
"Ding",
"Henghui",
""
],
[
"Wei",
"Yunchao",
""
],
[
"Liu",
"Jiajun",
""
],
[
"Wang",
"Yitong",
""
],
[
"Tang",
"Yanso... | Recent advancements in pre-trained vision-language models, such as CLIP, have enabled the segmentation of arbitrary concepts solely from textual inputs, a process commonly referred to as open-vocabulary semantic segmentation (OVS). However, existing OVS techniques confront a fundamental challenge: the trained classifie... |
1612.03472 | Dominik Sch\"urmann | Dominik Sch\"urmann and Arne Br\"usch and Stephan Sigg and Lars Wolf | BANDANA -- Body Area Network Device-to-device Authentication using
Natural gAit | null | IEEE International Conference on Pervasive Computing and
Communications (PerCom) 2017 | 10.1109/PERCOM.2017.7917865 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Secure spontaneous authentication between devices worn at arbitrary location
on the same body is a challenging, yet unsolved problem. We propose BANDANA,
the first-ever implicit secure device-to-device authentication scheme for
devices worn on the same body. Our approach leverages instantaneous variation
in accelerat... | [
{
"created": "Sun, 11 Dec 2016 20:43:57 GMT",
"version": "v1"
}
] | 2018-04-09 | [
[
"Schürmann",
"Dominik",
""
],
[
"Brüsch",
"Arne",
""
],
[
"Sigg",
"Stephan",
""
],
[
"Wolf",
"Lars",
""
]
] | Secure spontaneous authentication between devices worn at arbitrary location on the same body is a challenging, yet unsolved problem. We propose BANDANA, the first-ever implicit secure device-to-device authentication scheme for devices worn on the same body. Our approach leverages instantaneous variation in acceleratio... |
1703.06337 | Andriy Miranskyy | Mefta Sadat and Ayse Basar Bener and Andriy V. Miranskyy | Rediscovery Datasets: Connecting Duplicate Reports | null | Proceedings of the 14th International Conference on Mining
Software Repositories (MSR '17). IEEE Press, Piscataway, NJ, USA, 527-530,
2017 | 10.1109/MSR.2017.50 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The same defect can be rediscovered by multiple clients, causing unplanned
outages and leading to reduced customer satisfaction. In the case of popular
open source software, high volume of defects is reported on a regular basis. A
large number of these reports are actually duplicates / rediscoveries of each
other. Re... | [
{
"created": "Sat, 18 Mar 2017 19:01:38 GMT",
"version": "v1"
}
] | 2017-06-14 | [
[
"Sadat",
"Mefta",
""
],
[
"Bener",
"Ayse Basar",
""
],
[
"Miranskyy",
"Andriy V.",
""
]
] | The same defect can be rediscovered by multiple clients, causing unplanned outages and leading to reduced customer satisfaction. In the case of popular open source software, high volume of defects is reported on a regular basis. A large number of these reports are actually duplicates / rediscoveries of each other. Rese... |
2210.06739 | Ueverton Souza | Janio Carlos Nascimento Silva, U\'everton S. Souza | Computing the Best Case Energy Complexity of Satisfying Assignments in
Monotone Circuits | null | null | null | null | cs.CC cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Measures of circuit complexity are usually analyzed to ensure the computation
of Boolean functions with economy and efficiency. One of these measures is
energy complexity, which is related to the number of gates that output true in
a circuit for an assignment. The idea behind energy complexity comes from the
counting... | [
{
"created": "Thu, 13 Oct 2022 05:05:56 GMT",
"version": "v1"
}
] | 2022-10-14 | [
[
"Silva",
"Janio Carlos Nascimento",
""
],
[
"Souza",
"Uéverton S.",
""
]
] | Measures of circuit complexity are usually analyzed to ensure the computation of Boolean functions with economy and efficiency. One of these measures is energy complexity, which is related to the number of gates that output true in a circuit for an assignment. The idea behind energy complexity comes from the counting o... |
2407.19988 | Yili Jin | Yili Jin, Xize Duan, Fangxin Wang, Xue Liu | HeadsetOff: Enabling Photorealistic Video Conferencing on Economical VR
Headsets | Accepted by ACM Multimedia 2024 | null | null | null | cs.MM | http://creativecommons.org/licenses/by/4.0/ | Virtual Reality (VR) headsets have become increasingly popular for remote
collaboration, but video conferencing poses challenges when the user's face is
covered by the headset. Existing solutions have limitations in terms of
accessibility. In this paper, we propose HeadsetOff, a novel system that
achieves photorealis... | [
{
"created": "Mon, 29 Jul 2024 13:20:22 GMT",
"version": "v1"
}
] | 2024-07-30 | [
[
"Jin",
"Yili",
""
],
[
"Duan",
"Xize",
""
],
[
"Wang",
"Fangxin",
""
],
[
"Liu",
"Xue",
""
]
] | Virtual Reality (VR) headsets have become increasingly popular for remote collaboration, but video conferencing poses challenges when the user's face is covered by the headset. Existing solutions have limitations in terms of accessibility. In this paper, we propose HeadsetOff, a novel system that achieves photorealisti... |
2110.08259 | Hangcheng Dong | Hangcheng Dong, Jingxiao Liao, Yan Wang, Yixin Chen, Bingguo Liu, Dong
Ye and Guodong Liu | Training Neural Networks for Solving 1-D Optimal Piecewise Linear
Approximation | null | null | null | null | cs.LG cs.NE | http://creativecommons.org/licenses/by/4.0/ | Recently, the interpretability of deep learning has attracted a lot of
attention. A plethora of methods have attempted to explain neural networks by
feature visualization, saliency maps, model distillation, and so on. However,
it is hard for these methods to reveal the intrinsic properties of neural
networks. In this... | [
{
"created": "Thu, 14 Oct 2021 14:41:17 GMT",
"version": "v1"
}
] | 2021-10-19 | [
[
"Dong",
"Hangcheng",
""
],
[
"Liao",
"Jingxiao",
""
],
[
"Wang",
"Yan",
""
],
[
"Chen",
"Yixin",
""
],
[
"Liu",
"Bingguo",
""
],
[
"Ye",
"Dong",
""
],
[
"Liu",
"Guodong",
""
]
] | Recently, the interpretability of deep learning has attracted a lot of attention. A plethora of methods have attempted to explain neural networks by feature visualization, saliency maps, model distillation, and so on. However, it is hard for these methods to reveal the intrinsic properties of neural networks. In this w... |
2307.15988 | Sascha Kirch | Sascha Kirch (1), Valeria Olyunina (2), Jan Ond\v{r}ej (2), Rafael
Pag\'es (2), Sergio Martin (1), Clara P\'erez-Molina (1) ((1) UNED -
Universidad Nacional de Educaci\'on a Distancia, Madrid, Spain, (2) Volograms
ltd, Dublin, Ireland) | RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid Subjects | null | null | 10.1109/ACCESS.2023.3312017 | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present RGB-D-Fusion, a multi-modal conditional denoising diffusion
probabilistic model to generate high resolution depth maps from low-resolution
monocular RGB images of humanoid subjects. RGB-D-Fusion first generates a
low-resolution depth map using an image conditioned denoising diffusion
probabilistic model an... | [
{
"created": "Sat, 29 Jul 2023 13:47:40 GMT",
"version": "v1"
}
] | 2023-09-25 | [
[
"Kirch",
"Sascha",
""
],
[
"Olyunina",
"Valeria",
""
],
[
"Ondřej",
"Jan",
""
],
[
"Pagés",
"Rafael",
""
],
[
"Martin",
"Sergio",
""
],
[
"Pérez-Molina",
"Clara",
""
]
] | We present RGB-D-Fusion, a multi-modal conditional denoising diffusion probabilistic model to generate high resolution depth maps from low-resolution monocular RGB images of humanoid subjects. RGB-D-Fusion first generates a low-resolution depth map using an image conditioned denoising diffusion probabilistic model and ... |
1804.01834 | Mehdi Salehi Heydar Abad | Mehdi Salehi Heydar Abad, Ozgur Ercetin | Finite Horizon Throughput Maximization and Sensing Optimization in
Wireless Powered Devices over Fading Channels | Single column, 31 pages | null | null | null | cs.IT cs.LG eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Wireless power transfer (WPT) is a promising technology that provides the
network a way to replenish the batteries of the remote devices by utilizing RF
transmissions. We study a class of harvest-first-transmit-later type of WPT
policy, where an access point (AP) first employs RF power transfer to recharge
a wireless... | [
{
"created": "Sat, 17 Mar 2018 19:40:40 GMT",
"version": "v1"
},
{
"created": "Sun, 9 Sep 2018 21:23:31 GMT",
"version": "v2"
}
] | 2018-09-11 | [
[
"Abad",
"Mehdi Salehi Heydar",
""
],
[
"Ercetin",
"Ozgur",
""
]
] | Wireless power transfer (WPT) is a promising technology that provides the network a way to replenish the batteries of the remote devices by utilizing RF transmissions. We study a class of harvest-first-transmit-later type of WPT policy, where an access point (AP) first employs RF power transfer to recharge a wireless p... |
1812.04486 | Eric Benhamou | David Saltiel and Eric Benhamou | Trade Selection with Supervised Learning and OCA | 7 pages, 9 figures. arXiv admin note: substantial text overlap with
arXiv:1811.12064 | null | null | null | cs.LG q-fin.CP stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In recent years, state-of-the-art methods for supervised learning have
exploited increasingly gradient boosting techniques, with mainstream efficient
implementations such as xgboost or lightgbm. One of the key points in
generating proficient methods is Feature Selection (FS). It consists in
selecting the right valuab... | [
{
"created": "Sun, 9 Dec 2018 21:07:06 GMT",
"version": "v1"
}
] | 2018-12-12 | [
[
"Saltiel",
"David",
""
],
[
"Benhamou",
"Eric",
""
]
] | In recent years, state-of-the-art methods for supervised learning have exploited increasingly gradient boosting techniques, with mainstream efficient implementations such as xgboost or lightgbm. One of the key points in generating proficient methods is Feature Selection (FS). It consists in selecting the right valuable... |
1206.0305 | Ghassan Samara | Ghassan Samara | Efficient Certificate Management in VANET | 5 pages. arXiv admin note: text overlap with arXiv:1006.5113, and
with arXiv:1112.2257 by other authors | 2010 2nd International Conference on Future Computer and
Communication | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Vehicular Ad hoc Networks is one of the most challenging research area in the
field of Mobile Ad Hoc Networks, in this research We propose a flexible,
simple, and scalable design for VANET certificates, and new methods for
efficient certificate management, which will Reduce channel overhead by
eliminating the use of ... | [
{
"created": "Fri, 1 Jun 2012 20:40:23 GMT",
"version": "v1"
}
] | 2012-06-05 | [
[
"Samara",
"Ghassan",
""
]
] | Vehicular Ad hoc Networks is one of the most challenging research area in the field of Mobile Ad Hoc Networks, in this research We propose a flexible, simple, and scalable design for VANET certificates, and new methods for efficient certificate management, which will Reduce channel overhead by eliminating the use of CR... |
2007.05976 | Saptarshi Ghosh Dr. | Shalmoli Ghosh, Prajwal Singhania, Siddharth Singh, Koustav Rudra,
Saptarshi Ghosh | Stance Detection in Web and Social Media: A Comparative Study | null | Proceedings of Conference and Labs of the Evaluation Forum (CLEF)
2019; Lecture Notes in Computer Science, vol 11696, pp. 75-87 | 10.1007/978-3-030-28577-7_4 | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Online forums and social media platforms are increasingly being used to
discuss topics of varying polarities where different people take different
stances. Several methodologies for automatic stance detection from text have
been proposed in literature. To our knowledge, there has not been any
systematic investigation... | [
{
"created": "Sun, 12 Jul 2020 12:39:35 GMT",
"version": "v1"
}
] | 2020-07-14 | [
[
"Ghosh",
"Shalmoli",
""
],
[
"Singhania",
"Prajwal",
""
],
[
"Singh",
"Siddharth",
""
],
[
"Rudra",
"Koustav",
""
],
[
"Ghosh",
"Saptarshi",
""
]
] | Online forums and social media platforms are increasingly being used to discuss topics of varying polarities where different people take different stances. Several methodologies for automatic stance detection from text have been proposed in literature. To our knowledge, there has not been any systematic investigation t... |
2112.13261 | Tao Jiang | Tao Jiang, Wei Yu | Interference Nulling Using Reconfigurable Intelligent Surface | This paper is accepted in IEEE Journal on Selected Areas in
Communications | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper investigates the interference nulling capability of reconfigurable
intelligent surface (RIS) in a multiuser environment where multiple
single-antenna transceivers communicate simultaneously in a shared spectrum.
From a theoretical perspective, we show that when the channels between the RIS
and the transcei... | [
{
"created": "Sat, 25 Dec 2021 17:21:43 GMT",
"version": "v1"
},
{
"created": "Thu, 27 Jan 2022 23:31:45 GMT",
"version": "v2"
}
] | 2022-01-31 | [
[
"Jiang",
"Tao",
""
],
[
"Yu",
"Wei",
""
]
] | This paper investigates the interference nulling capability of reconfigurable intelligent surface (RIS) in a multiuser environment where multiple single-antenna transceivers communicate simultaneously in a shared spectrum. From a theoretical perspective, we show that when the channels between the RIS and the transceive... |
1702.03380 | Guoqiang Zhang | Guoqiang Zhang and W. Bastiaan Kleijn | Training Deep Neural Networks via Optimization Over Graphs | 5 pages | null | null | null | cs.LG cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work, we propose to train a deep neural network by distributed
optimization over a graph. Two nonlinear functions are considered: the
rectified linear unit (ReLU) and a linear unit with both lower and upper
cutoffs (DCutLU). The problem reformulation over a graph is realized by
explicitly representing ReLU or... | [
{
"created": "Sat, 11 Feb 2017 04:02:40 GMT",
"version": "v1"
},
{
"created": "Sat, 17 Jun 2017 11:18:48 GMT",
"version": "v2"
}
] | 2017-06-20 | [
[
"Zhang",
"Guoqiang",
""
],
[
"Kleijn",
"W. Bastiaan",
""
]
] | In this work, we propose to train a deep neural network by distributed optimization over a graph. Two nonlinear functions are considered: the rectified linear unit (ReLU) and a linear unit with both lower and upper cutoffs (DCutLU). The problem reformulation over a graph is realized by explicitly representing ReLU or D... |
2010.15012 | Vanlin Sathya | Vanlin Sathya, Muhammad Iqbal Rochman, and Monisha Ghosh | Measurement-based coexistence studies of LAA & Wi-Fi deployments in
Chicago | IEEE Wireless Communication Magazine, October 2020 | null | null | null | cs.NI cs.PF eess.SP | http://creativecommons.org/licenses/by-sa/4.0/ | LTE-Licensed Assisted Access (LAA) networks are beginning to be deployed
widely in major metropolitan areas in the US in the unlicensed 5 GHz bands,
which have existing dense deployments of Wi-Fi as well. Various aspects of the
coexistence scenarios such deployments give rise to have been considered ina
vast body of ... | [
{
"created": "Wed, 28 Oct 2020 14:37:40 GMT",
"version": "v1"
}
] | 2020-10-29 | [
[
"Sathya",
"Vanlin",
""
],
[
"Rochman",
"Muhammad Iqbal",
""
],
[
"Ghosh",
"Monisha",
""
]
] | LTE-Licensed Assisted Access (LAA) networks are beginning to be deployed widely in major metropolitan areas in the US in the unlicensed 5 GHz bands, which have existing dense deployments of Wi-Fi as well. Various aspects of the coexistence scenarios such deployments give rise to have been considered ina vast body of ac... |
1107.2554 | Julia Chuzhoy | Julia Chuzhoy | Routing in Undirected Graphs with Constant Congestion | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Given an undirected graph G=(V,E), a collection (s_1,t_1),...,(s_k,t_k) of k
source-sink pairs, and an integer c, the goal in the Edge Disjoint Paths with
Congestion problem is to connect maximum possible number of the source-sink
pairs by paths, so that the maximum load on any edge (called edge congestion)
does not ... | [
{
"created": "Wed, 13 Jul 2011 14:04:11 GMT",
"version": "v1"
}
] | 2011-07-14 | [
[
"Chuzhoy",
"Julia",
""
]
] | Given an undirected graph G=(V,E), a collection (s_1,t_1),...,(s_k,t_k) of k source-sink pairs, and an integer c, the goal in the Edge Disjoint Paths with Congestion problem is to connect maximum possible number of the source-sink pairs by paths, so that the maximum load on any edge (called edge congestion) does not ex... |
2309.15970 | An Thai Le | An T. Le, Georgia Chalvatzaki, Armin Biess, Jan Peters | Accelerating Motion Planning via Optimal Transport | Published as a conference paper at NeurIPS 2023. Project website:
https://sites.google.com/view/sinkhorn-step/ | null | null | null | cs.RO math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Motion planning is still an open problem for many disciplines, e.g.,
robotics, autonomous driving, due to their need for high computational
resources that hinder real-time, efficient decision-making. A class of methods
striving to provide smooth solutions is gradient-based trajectory optimization.
However, those meth... | [
{
"created": "Wed, 27 Sep 2023 19:42:01 GMT",
"version": "v1"
},
{
"created": "Sat, 28 Oct 2023 17:38:59 GMT",
"version": "v2"
}
] | 2023-10-31 | [
[
"Le",
"An T.",
""
],
[
"Chalvatzaki",
"Georgia",
""
],
[
"Biess",
"Armin",
""
],
[
"Peters",
"Jan",
""
]
] | Motion planning is still an open problem for many disciplines, e.g., robotics, autonomous driving, due to their need for high computational resources that hinder real-time, efficient decision-making. A class of methods striving to provide smooth solutions is gradient-based trajectory optimization. However, those method... |
1207.4383 | Zhewei Wei | Zhewei Wei, Ke Yi | Equivalence between Priority Queues and Sorting in External Memory | 11 pages, 1 figure | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A priority queue is a fundamental data structure that maintains a dynamic
ordered set of keys and supports the followig basic operations: insertion of a
key, deletion of a key, and finding the smallest key. The complexity of the
priority queue is closely related to that of sorting: A priority queue can be
used to imp... | [
{
"created": "Wed, 18 Jul 2012 14:32:57 GMT",
"version": "v1"
}
] | 2012-07-19 | [
[
"Wei",
"Zhewei",
""
],
[
"Yi",
"Ke",
""
]
] | A priority queue is a fundamental data structure that maintains a dynamic ordered set of keys and supports the followig basic operations: insertion of a key, deletion of a key, and finding the smallest key. The complexity of the priority queue is closely related to that of sorting: A priority queue can be used to imple... |
2309.11911 | Shanglin Lei | Shanglin Lei, Guanting Dong, Xiaoping Wang, Keheng Wang, Sirui Wang | InstructERC: Reforming Emotion Recognition in Conversation with a
Retrieval Multi-task LLMs Framework | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | The field of emotion recognition of conversation (ERC) has been focusing on
separating sentence feature encoding and context modeling, lacking exploration
in generative paradigms based on unified designs. In this study, we propose a
novel approach,
\textbf{InstructERC}, to reformulate the ERC task from a discrimina... | [
{
"created": "Thu, 21 Sep 2023 09:22:07 GMT",
"version": "v1"
},
{
"created": "Fri, 22 Sep 2023 06:33:53 GMT",
"version": "v2"
},
{
"created": "Fri, 24 Nov 2023 10:41:46 GMT",
"version": "v3"
},
{
"created": "Tue, 12 Mar 2024 12:54:36 GMT",
"version": "v4"
}
] | 2024-03-13 | [
[
"Lei",
"Shanglin",
""
],
[
"Dong",
"Guanting",
""
],
[
"Wang",
"Xiaoping",
""
],
[
"Wang",
"Keheng",
""
],
[
"Wang",
"Sirui",
""
]
] | The field of emotion recognition of conversation (ERC) has been focusing on separating sentence feature encoding and context modeling, lacking exploration in generative paradigms based on unified designs. In this study, we propose a novel approach, \textbf{InstructERC}, to reformulate the ERC task from a discriminative... |
2309.14529 | Yingbo Hua | Yingbo Hua | Secret-Message Transmission by Echoing Encrypted Probes -- STEEP | null | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This paper examines the properties of the lower and upper bounds established
by Maurer, Ahlswede and Csiszar (MAC) for secret-key capacity in the case of
channel probing over single-input and single-output (SISO) channels. Inspired
by the insights into MAC's bounds, a scheme called secret-message transmission
by echo... | [
{
"created": "Mon, 25 Sep 2023 21:07:17 GMT",
"version": "v1"
}
] | 2023-09-27 | [
[
"Hua",
"Yingbo",
""
]
] | This paper examines the properties of the lower and upper bounds established by Maurer, Ahlswede and Csiszar (MAC) for secret-key capacity in the case of channel probing over single-input and single-output (SISO) channels. Inspired by the insights into MAC's bounds, a scheme called secret-message transmission by echoin... |
1407.4527 | Bradford Boyle | Bradford D. Boyle and Steven Weber | Structural and Optimization Properties for Joint Selection of Source
Rates and Network Flow | 15 pages, 13 figures, Submitted to IEEE/ACM Transactions on
Networking on 2014-07-16. Correction to Fig. 13. Fixed minor typos | null | null | null | cs.NI cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider the optimal transmission of distributed correlated discrete
memoryless sources across a network with capacity constraints. We present
several previously undiscussed structural properties of the set of feasible
rates and transmission schemes. We extend previous results concerning the
intersection of polyma... | [
{
"created": "Wed, 16 Jul 2014 23:24:41 GMT",
"version": "v1"
},
{
"created": "Wed, 23 Jul 2014 21:26:58 GMT",
"version": "v2"
},
{
"created": "Tue, 9 Sep 2014 22:23:49 GMT",
"version": "v3"
}
] | 2014-09-11 | [
[
"Boyle",
"Bradford D.",
""
],
[
"Weber",
"Steven",
""
]
] | We consider the optimal transmission of distributed correlated discrete memoryless sources across a network with capacity constraints. We present several previously undiscussed structural properties of the set of feasible rates and transmission schemes. We extend previous results concerning the intersection of polymatr... |
1502.01963 | Peter Mutschke | Peter Mutschke, Philipp Mayr, Andrea Scharnhorst | Editorial for the Proceedings of the Workshop Knowledge Maps and
Information Retrieval (KMIR2014) at Digital Libraries 2014 | URL workshop proceedings: http://ceur-ws.org/Vol-1311/ | null | null | null | cs.IR cs.DL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Knowledge maps are promising tools for visualizing the structure of
large-scale information spaces, but still far away from being applicable for
searching. The first international workshop on "Knowledge Maps and Information
Retrieval (KMIR)", held as part of the International Conference on Digital
Libraries 2014 in L... | [
{
"created": "Fri, 6 Feb 2015 17:35:34 GMT",
"version": "v1"
}
] | 2015-02-09 | [
[
"Mutschke",
"Peter",
""
],
[
"Mayr",
"Philipp",
""
],
[
"Scharnhorst",
"Andrea",
""
]
] | Knowledge maps are promising tools for visualizing the structure of large-scale information spaces, but still far away from being applicable for searching. The first international workshop on "Knowledge Maps and Information Retrieval (KMIR)", held as part of the International Conference on Digital Libraries 2014 in Lon... |
1505.04313 | Erkki Luuk | Erkki Luuk | A type-theoretical approach to Universal Grammar | null | null | null | null | cs.CL math.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The idea of Universal Grammar (UG) as the hypothetical linguistic structure
shared by all human languages harkens back at least to the 13th century. The
best known modern elaborations of the idea are due to Chomsky. Following a
devastating critique from theoretical, typological and field linguistics, these
elaboratio... | [
{
"created": "Sat, 16 May 2015 19:28:49 GMT",
"version": "v1"
}
] | 2015-05-19 | [
[
"Luuk",
"Erkki",
""
]
] | The idea of Universal Grammar (UG) as the hypothetical linguistic structure shared by all human languages harkens back at least to the 13th century. The best known modern elaborations of the idea are due to Chomsky. Following a devastating critique from theoretical, typological and field linguistics, these elaborations... |
2005.11217 | Prashnna Gyawali | Prashnna Kumar Gyawali, Sandesh Ghimire, Pradeep Bajracharya, Zhiyuan
Li, Linwei Wang | Semi-supervised Medical Image Classification with Global Latent Mixing | null | null | null | null | cs.LG cs.CV eess.IV stat.ML | http://creativecommons.org/licenses/by/4.0/ | Computer-aided diagnosis via deep learning relies on large-scale annotated
data sets, which can be costly when involving expert knowledge. Semi-supervised
learning (SSL) mitigates this challenge by leveraging unlabeled data. One
effective SSL approach is to regularize the local smoothness of neural
functions via pert... | [
{
"created": "Fri, 22 May 2020 14:49:13 GMT",
"version": "v1"
}
] | 2020-05-25 | [
[
"Gyawali",
"Prashnna Kumar",
""
],
[
"Ghimire",
"Sandesh",
""
],
[
"Bajracharya",
"Pradeep",
""
],
[
"Li",
"Zhiyuan",
""
],
[
"Wang",
"Linwei",
""
]
] | Computer-aided diagnosis via deep learning relies on large-scale annotated data sets, which can be costly when involving expert knowledge. Semi-supervised learning (SSL) mitigates this challenge by leveraging unlabeled data. One effective SSL approach is to regularize the local smoothness of neural functions via pertur... |
1906.01957 | Anthony Chen | Anthony Chen, John Harwell, Maria Gini | Maximizing Energy Battery Efficiency in Swarm Robotics | Presented as ARMS Workshop paper at AAMAS 2019 Conference
(http://u.cs.biu.ac.il/~agmon/arms2019/program.html) | null | null | null | cs.MA cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Miniaturization and cost, two of the main attractive factors of swarm
robotics, have motivated its use as a solution in object collecting tasks,
search & rescue missions, and other applications. However, in the current
literature only a few papers consider energy allocation efficiency within a
swarm. Generally, robot... | [
{
"created": "Wed, 5 Jun 2019 11:52:50 GMT",
"version": "v1"
}
] | 2019-06-06 | [
[
"Chen",
"Anthony",
""
],
[
"Harwell",
"John",
""
],
[
"Gini",
"Maria",
""
]
] | Miniaturization and cost, two of the main attractive factors of swarm robotics, have motivated its use as a solution in object collecting tasks, search & rescue missions, and other applications. However, in the current literature only a few papers consider energy allocation efficiency within a swarm. Generally, robots ... |
2405.01824 | Wee Kiat Chan | Wee Kiat Chan, PengWei Wang, Raye Chen-Hua Yeow | Creation of Novel Soft Robot Designs using Generative AI | null | null | null | null | cs.RO cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Soft robotics has emerged as a promising field with the potential to
revolutionize industries such as healthcare and manufacturing. However,
designing effective soft robots presents challenges, particularly in managing
the complex interplay of material properties, structural design, and control
strategies. Traditiona... | [
{
"created": "Fri, 3 May 2024 02:55:27 GMT",
"version": "v1"
}
] | 2024-05-06 | [
[
"Chan",
"Wee Kiat",
""
],
[
"Wang",
"PengWei",
""
],
[
"Yeow",
"Raye Chen-Hua",
""
]
] | Soft robotics has emerged as a promising field with the potential to revolutionize industries such as healthcare and manufacturing. However, designing effective soft robots presents challenges, particularly in managing the complex interplay of material properties, structural design, and control strategies. Traditional ... |
2011.02417 | Tristan Thrush | Tristan Thrush, Ethan Wilcox, and Roger Levy | Investigating Novel Verb Learning in BERT: Selectional Preference
Classes and Alternation-Based Syntactic Generalization | Accepted to BlackboxNLP 2020 | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Previous studies investigating the syntactic abilities of deep learning
models have not targeted the relationship between the strength of the
grammatical generalization and the amount of evidence to which the model is
exposed during training. We address this issue by deploying a novel
word-learning paradigm to test B... | [
{
"created": "Wed, 4 Nov 2020 17:17:49 GMT",
"version": "v1"
}
] | 2020-11-05 | [
[
"Thrush",
"Tristan",
""
],
[
"Wilcox",
"Ethan",
""
],
[
"Levy",
"Roger",
""
]
] | Previous studies investigating the syntactic abilities of deep learning models have not targeted the relationship between the strength of the grammatical generalization and the amount of evidence to which the model is exposed during training. We address this issue by deploying a novel word-learning paradigm to test BER... |
2407.17365 | Roman Bachmann | Sogand Salehi, Mahdi Shafiei, Teresa Yeo, Roman Bachmann, Amir Zamir | ViPer: Visual Personalization of Generative Models via Individual
Preference Learning | Project page at https://viper.epfl.ch/ | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Different users find different images generated for the same prompt
desirable. This gives rise to personalized image generation which involves
creating images aligned with an individual's visual preference. Current
generative models are, however, unpersonalized, as they are tuned to produce
outputs that appeal to a b... | [
{
"created": "Wed, 24 Jul 2024 15:42:34 GMT",
"version": "v1"
}
] | 2024-07-25 | [
[
"Salehi",
"Sogand",
""
],
[
"Shafiei",
"Mahdi",
""
],
[
"Yeo",
"Teresa",
""
],
[
"Bachmann",
"Roman",
""
],
[
"Zamir",
"Amir",
""
]
] | Different users find different images generated for the same prompt desirable. This gives rise to personalized image generation which involves creating images aligned with an individual's visual preference. Current generative models are, however, unpersonalized, as they are tuned to produce outputs that appeal to a bro... |
2003.09417 | Moritz Schubotz | Moritz Schubotz and Andr\'e Greiner-Petter and Norman Meuschke and
Olaf Teschke and Bela Gipp | Mathematical Formulae in Wikimedia Projects 2020 | Submitted to JCDL 2020: Proceedings of the ACM/ IEEE Joint Conference
on Digital Libraries in 2020 (JCDL '20), August 1-5, 2020, Virtual Event,
China | null | 10.1145/3383583.3398557 | null | cs.DL cs.IR | http://creativecommons.org/publicdomain/zero/1.0/ | This poster summarizes our contributions to Wikimedia's processing pipeline
for mathematical formulae. We describe how we have supported the transition
from rendering formulae as course-grained PNG images in 2001 to providing
modern semantically enriched language-independent MathML formulae in 2020.
Additionally, we ... | [
{
"created": "Fri, 20 Mar 2020 17:56:26 GMT",
"version": "v1"
},
{
"created": "Wed, 6 May 2020 19:25:19 GMT",
"version": "v2"
}
] | 2020-05-08 | [
[
"Schubotz",
"Moritz",
""
],
[
"Greiner-Petter",
"André",
""
],
[
"Meuschke",
"Norman",
""
],
[
"Teschke",
"Olaf",
""
],
[
"Gipp",
"Bela",
""
]
] | This poster summarizes our contributions to Wikimedia's processing pipeline for mathematical formulae. We describe how we have supported the transition from rendering formulae as course-grained PNG images in 2001 to providing modern semantically enriched language-independent MathML formulae in 2020. Additionally, we de... |
2305.03916 | Jyoti Prakash | Jyoti Prakash, Abhishek Tiwari, Christian Hammer | Unifying Pointer Analyses for Polyglot Inter-operations through Summary
Specialization | null | null | null | null | cs.SE cs.PL | http://creativecommons.org/licenses/by/4.0/ | Modular analysis of polyglot applications is challenging because heap object
flows across language boundaries must be resolved. The state-of-the-art
analyses for polyglot applications have two fundamental limitations. First,
they assume explicit boundaries between the host and the guest language to
determine inter-la... | [
{
"created": "Sat, 6 May 2023 03:40:06 GMT",
"version": "v1"
}
] | 2023-05-09 | [
[
"Prakash",
"Jyoti",
""
],
[
"Tiwari",
"Abhishek",
""
],
[
"Hammer",
"Christian",
""
]
] | Modular analysis of polyglot applications is challenging because heap object flows across language boundaries must be resolved. The state-of-the-art analyses for polyglot applications have two fundamental limitations. First, they assume explicit boundaries between the host and the guest language to determine inter-lang... |
2307.08881 | Anton Tsitsulin | Mustafa Yasir, John Palowitch, Anton Tsitsulin, Long Tran-Thanh, Bryan
Perozzi | Examining the Effects of Degree Distribution and Homophily in Graph
Learning Models | Accepted to Workshop on Graph Learning Benchmarks at KDD 2023 | null | null | null | cs.SI cs.LG | http://creativecommons.org/publicdomain/zero/1.0/ | Despite a surge in interest in GNN development, homogeneity in benchmarking
datasets still presents a fundamental issue to GNN research. GraphWorld is a
recent solution which uses the Stochastic Block Model (SBM) to generate diverse
populations of synthetic graphs for benchmarking any GNN task. Despite its
success, t... | [
{
"created": "Mon, 17 Jul 2023 22:35:46 GMT",
"version": "v1"
}
] | 2023-07-19 | [
[
"Yasir",
"Mustafa",
""
],
[
"Palowitch",
"John",
""
],
[
"Tsitsulin",
"Anton",
""
],
[
"Tran-Thanh",
"Long",
""
],
[
"Perozzi",
"Bryan",
""
]
] | Despite a surge in interest in GNN development, homogeneity in benchmarking datasets still presents a fundamental issue to GNN research. GraphWorld is a recent solution which uses the Stochastic Block Model (SBM) to generate diverse populations of synthetic graphs for benchmarking any GNN task. Despite its success, the... |
2010.06155 | Beixiong Zheng | Beixiong Zheng, Changsheng You, Rui Zhang | Uplink Channel Estimation for Double-IRS Assisted Multi-User MIMO | In this paper, we propose a new and efficient channel estimation
scheme for the double-IRS assisted uplink multiple-input multiple-output
(MIMO) communication system (arXiv:2008.13701) to resolve the cascaded CSI of
both its single- and double-reflection links | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | To achieve the more promising passive beamforming gains in the
double-intelligent reflecting surface (IRS) assisted system over the
conventional single-IRS system, channel estimation is practically indispensable
but also a more challenging problem to tackle, due to the presence of not only
the single- but also double... | [
{
"created": "Tue, 13 Oct 2020 03:58:19 GMT",
"version": "v1"
}
] | 2020-10-14 | [
[
"Zheng",
"Beixiong",
""
],
[
"You",
"Changsheng",
""
],
[
"Zhang",
"Rui",
""
]
] | To achieve the more promising passive beamforming gains in the double-intelligent reflecting surface (IRS) assisted system over the conventional single-IRS system, channel estimation is practically indispensable but also a more challenging problem to tackle, due to the presence of not only the single- but also double-r... |
2112.05469 | Satya Bagchi | Haradhan Ghosh, Sanjit Bhowmick, Pramod Kumar Maurya, Satya Bagchi | Linear complementary dual code-based Multi-secret sharing scheme | 12 pages | null | null | null | cs.CR math.RA | http://creativecommons.org/licenses/by/4.0/ | Hiding a secret is needed in many situations. Secret sharing plays an
important role in protecting information from getting lost, stolen, or
destroyed and has been applicable in recent years. A secret sharing scheme is a
cryptographic protocol in which a dealer divides the secret into several pieces
of share and one ... | [
{
"created": "Fri, 10 Dec 2021 11:52:52 GMT",
"version": "v1"
}
] | 2021-12-13 | [
[
"Ghosh",
"Haradhan",
""
],
[
"Bhowmick",
"Sanjit",
""
],
[
"Maurya",
"Pramod Kumar",
""
],
[
"Bagchi",
"Satya",
""
]
] | Hiding a secret is needed in many situations. Secret sharing plays an important role in protecting information from getting lost, stolen, or destroyed and has been applicable in recent years. A secret sharing scheme is a cryptographic protocol in which a dealer divides the secret into several pieces of share and one sh... |
2301.07520 | Elisa Luciano | Elisa Luciano and Matteo Cattaneo and Ron Kenett | Adversarial AI in Insurance: Pervasiveness and Resilience | null | null | null | null | cs.LG q-fin.GN | http://creativecommons.org/licenses/by/4.0/ | The rapid and dynamic pace of Artificial Intelligence (AI) and Machine
Learning (ML) is revolutionizing the insurance sector. AI offers significant,
very much welcome advantages to insurance companies, and is fundamental to
their customer-centricity strategy. It also poses challenges, in the project
and implementatio... | [
{
"created": "Tue, 17 Jan 2023 08:49:54 GMT",
"version": "v1"
}
] | 2023-01-19 | [
[
"Luciano",
"Elisa",
""
],
[
"Cattaneo",
"Matteo",
""
],
[
"Kenett",
"Ron",
""
]
] | The rapid and dynamic pace of Artificial Intelligence (AI) and Machine Learning (ML) is revolutionizing the insurance sector. AI offers significant, very much welcome advantages to insurance companies, and is fundamental to their customer-centricity strategy. It also poses challenges, in the project and implementation ... |
2012.15543 | Zheng-Yu Niu | Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che,
Ting Liu | Discovering Dialog Structure Graph for Open-Domain Dialog Generation | null | null | null | null | cs.AI cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Learning interpretable dialog structure from human-human dialogs yields basic
insights into the structure of conversation, and also provides background
knowledge to facilitate dialog generation. In this paper, we conduct
unsupervised discovery of dialog structure from chitchat corpora, and then
leverage it to facilit... | [
{
"created": "Thu, 31 Dec 2020 10:58:37 GMT",
"version": "v1"
}
] | 2021-01-01 | [
[
"Xu",
"Jun",
""
],
[
"Lei",
"Zeyang",
""
],
[
"Wang",
"Haifeng",
""
],
[
"Niu",
"Zheng-Yu",
""
],
[
"Wu",
"Hua",
""
],
[
"Che",
"Wanxiang",
""
],
[
"Liu",
"Ting",
""
]
] | Learning interpretable dialog structure from human-human dialogs yields basic insights into the structure of conversation, and also provides background knowledge to facilitate dialog generation. In this paper, we conduct unsupervised discovery of dialog structure from chitchat corpora, and then leverage it to facilitat... |
2406.11227 | Silvery D. Fu | Silvery D. Fu, Xuewei Chen | Compound Schema Registry | 2 pages, compound ai system workshop 2024 | null | null | null | cs.DB cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Schema evolution is critical in managing database systems to ensure
compatibility across different data versions. A schema registry typically
addresses the challenges of schema evolution in real-time data streaming by
managing, validating, and ensuring schema compatibility. However, current
schema registries struggle... | [
{
"created": "Mon, 17 Jun 2024 05:50:46 GMT",
"version": "v1"
}
] | 2024-06-18 | [
[
"Fu",
"Silvery D.",
""
],
[
"Chen",
"Xuewei",
""
]
] | Schema evolution is critical in managing database systems to ensure compatibility across different data versions. A schema registry typically addresses the challenges of schema evolution in real-time data streaming by managing, validating, and ensuring schema compatibility. However, current schema registries struggle w... |
2201.11370 | Hajar Moudoud | Hajar Moudoud, Soumaya Cherkaoui and Lyes Khoukhi | An IoT Blockchain Architecture Using Oracles and Smart Contracts: the
Use-Case of a Food Supply Chain | This paper has been accepted for publication by IEEE 30th Annual
International Symposium on Personal, Indoor and Mobile Radio Communications
(PIMRC). The final version will be published by the IEEE | null | 10.1109/PIMRC.2019.8904404 | null | cs.NI cs.CR | http://creativecommons.org/licenses/by/4.0/ | The blockchain is a distributed technology which allows establishing trust
among unreliable users who interact and perform transactions with each other.
While blockchain technology has been mainly used for crypto-currency, it has
emerged as an enabling technology for establishing trust in the realm of the
Internet of... | [
{
"created": "Thu, 27 Jan 2022 08:10:37 GMT",
"version": "v1"
}
] | 2022-01-28 | [
[
"Moudoud",
"Hajar",
""
],
[
"Cherkaoui",
"Soumaya",
""
],
[
"Khoukhi",
"Lyes",
""
]
] | The blockchain is a distributed technology which allows establishing trust among unreliable users who interact and perform transactions with each other. While blockchain technology has been mainly used for crypto-currency, it has emerged as an enabling technology for establishing trust in the realm of the Internet of T... |
1010.0654 | Shirin Jalali | Michelle Effros, Tracey Ho and Shirin Jalali | On Equivalence Between Network Topologies | 8 pages, 12 figures, 48th Annual Allerton Conference on
Communication, Control, and Computing, 2010 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | One major open problem in network coding is to characterize the capacity
region of a general multi-source multi-demand network. There are some existing
computational tools for bounding the capacity of general networks, but their
computational complexity grows very quickly with the size of the network. This
motivates ... | [
{
"created": "Mon, 4 Oct 2010 18:31:44 GMT",
"version": "v1"
}
] | 2015-03-17 | [
[
"Effros",
"Michelle",
""
],
[
"Ho",
"Tracey",
""
],
[
"Jalali",
"Shirin",
""
]
] | One major open problem in network coding is to characterize the capacity region of a general multi-source multi-demand network. There are some existing computational tools for bounding the capacity of general networks, but their computational complexity grows very quickly with the size of the network. This motivates us... |
2309.13443 | Grace Li Zhang | Jingcun Wang, Bing Li, Grace Li Zhang | Early-Exit with Class Exclusion for Efficient Inference of Neural
Networks | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Deep neural networks (DNNs) have been successfully applied in various fields.
In DNNs, a large number of multiply-accumulate (MAC) operations are required to
be performed, posing critical challenges in applying them in
resource-constrained platforms, e.g., edge devices. To address this challenge,
in this paper, we pr... | [
{
"created": "Sat, 23 Sep 2023 18:12:27 GMT",
"version": "v1"
},
{
"created": "Sat, 17 Feb 2024 08:03:00 GMT",
"version": "v2"
}
] | 2024-02-20 | [
[
"Wang",
"Jingcun",
""
],
[
"Li",
"Bing",
""
],
[
"Zhang",
"Grace Li",
""
]
] | Deep neural networks (DNNs) have been successfully applied in various fields. In DNNs, a large number of multiply-accumulate (MAC) operations are required to be performed, posing critical challenges in applying them in resource-constrained platforms, e.g., edge devices. To address this challenge, in this paper, we prop... |
2206.00792 | Jun Muramatsu | Jun Muramatsu | Channel Codes for Relayless Networks with General Message Access
Structure | (v1) 26 pages, to submitted to IEEE ITW2023, (v2) 27 pages, Remark 1
and Lemma 9 in v1 is deleted, Lemma 7 in v2 is added, Eq. (13) and the proof
of Lemma 7 in v1 (Eq. (14) and the proof of Lemma 8 in v2) are revised | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Channel codes for relayless networks with the general message access
structure is introduced. It is shown that the multi-letter characterized
capacity region of this network is achievable with this code. The capacity
region is characterized in terms of entropy functions and provides an
alternative to the regions intr... | [
{
"created": "Wed, 1 Jun 2022 22:56:06 GMT",
"version": "v1"
},
{
"created": "Mon, 20 Mar 2023 02:42:53 GMT",
"version": "v2"
}
] | 2023-03-21 | [
[
"Muramatsu",
"Jun",
""
]
] | Channel codes for relayless networks with the general message access structure is introduced. It is shown that the multi-letter characterized capacity region of this network is achievable with this code. The capacity region is characterized in terms of entropy functions and provides an alternative to the regions introd... |
2401.03357 | Andrea Bedin | Dmitry Chizhik, Jinfeng Du, Reinaldo Valenzuela, Andrea Bedin, Martti
Moisio and Rodolfo Feick | Measured and Modeled Outdoor Indoor Coverage at 28 GHz into High Thermal
Efficiency Buildings | 2 pages, 3 figures. Presented at IEEE International Symposium on
Antennas and Propagation and USNC-URSI Radio Science Meeting | null | null | null | cs.NI eess.SP | http://creativecommons.org/licenses/by/4.0/ | 28 GHz outdoor-indoor coverage into modern office buildings with high thermal
efficiency windows is found to be severely limited due to 46 dB median
penetration loss at normal incidence and additional 15 dB median oblique
incidence loss. The study is based on measurements of path gain over 280
outdoor-indoor links, a... | [
{
"created": "Mon, 4 Sep 2023 06:37:55 GMT",
"version": "v1"
}
] | 2024-01-09 | [
[
"Chizhik",
"Dmitry",
""
],
[
"Du",
"Jinfeng",
""
],
[
"Valenzuela",
"Reinaldo",
""
],
[
"Bedin",
"Andrea",
""
],
[
"Moisio",
"Martti",
""
],
[
"Feick",
"Rodolfo",
""
]
] | 28 GHz outdoor-indoor coverage into modern office buildings with high thermal efficiency windows is found to be severely limited due to 46 dB median penetration loss at normal incidence and additional 15 dB median oblique incidence loss. The study is based on measurements of path gain over 280 outdoor-indoor links, at ... |
1709.04864 | Eduardo Aguilar | Eduardo Aguilar, Marc Bola\~nos, Petia Radeva | Food Recognition using Fusion of Classifiers based on CNNs | null | ICIAP 10485 (2017) 213-224 | 10.1007/978-3-319-68548-9_20 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the arrival of convolutional neural networks, the complex problem of
food recognition has experienced an important improvement in recent years. The
best results have been obtained using methods based on very deep convolutional
neural networks, which show that the deeper the model,the better the
classification ac... | [
{
"created": "Thu, 14 Sep 2017 16:35:40 GMT",
"version": "v1"
}
] | 2018-01-23 | [
[
"Aguilar",
"Eduardo",
""
],
[
"Bolaños",
"Marc",
""
],
[
"Radeva",
"Petia",
""
]
] | With the arrival of convolutional neural networks, the complex problem of food recognition has experienced an important improvement in recent years. The best results have been obtained using methods based on very deep convolutional neural networks, which show that the deeper the model,the better the classification accu... |
1707.06885 | Felix Stahlberg | Felix Stahlberg, Eva Hasler, Danielle Saunders and Bill Byrne | SGNMT -- A Flexible NMT Decoding Platform for Quick Prototyping of New
Models and Search Strategies | Accepted as EMNLP 2017 demo paper | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces SGNMT, our experimental platform for machine
translation research. SGNMT provides a generic interface to neural and symbolic
scoring modules (predictors) with left-to-right semantic such as translation
models like NMT, language models, translation lattices, $n$-best lists or other
kinds of score... | [
{
"created": "Fri, 21 Jul 2017 13:14:25 GMT",
"version": "v1"
}
] | 2017-07-24 | [
[
"Stahlberg",
"Felix",
""
],
[
"Hasler",
"Eva",
""
],
[
"Saunders",
"Danielle",
""
],
[
"Byrne",
"Bill",
""
]
] | This paper introduces SGNMT, our experimental platform for machine translation research. SGNMT provides a generic interface to neural and symbolic scoring modules (predictors) with left-to-right semantic such as translation models like NMT, language models, translation lattices, $n$-best lists or other kinds of scores ... |
1906.12091 | Quanming Yao | Quanming Yao, Xiangning Chen, James Kwok, Yong Li, Cho-Jui Hsieh | Efficient Neural Interaction Function Search for Collaborative Filtering | Accepted to WWW 2020 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In collaborative filtering (CF), interaction function (IFC) plays the
important role of capturing interactions among items and users. The most
popular IFC is the inner product, which has been successfully used in low-rank
matrix factorization. However, interactions in real-world applications can be
highly complex. Th... | [
{
"created": "Fri, 28 Jun 2019 08:37:02 GMT",
"version": "v1"
},
{
"created": "Thu, 23 Jan 2020 03:48:44 GMT",
"version": "v2"
},
{
"created": "Sun, 5 Apr 2020 11:45:17 GMT",
"version": "v3"
}
] | 2020-04-07 | [
[
"Yao",
"Quanming",
""
],
[
"Chen",
"Xiangning",
""
],
[
"Kwok",
"James",
""
],
[
"Li",
"Yong",
""
],
[
"Hsieh",
"Cho-Jui",
""
]
] | In collaborative filtering (CF), interaction function (IFC) plays the important role of capturing interactions among items and users. The most popular IFC is the inner product, which has been successfully used in low-rank matrix factorization. However, interactions in real-world applications can be highly complex. Thus... |
2307.02590 | Salvatore Spina Dr. | Salvatore Spina | Homo-Loggatus. The anthropological condition of historians in the
digital world | null | null | null | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Computerization has created a digital ecological niche where humans live in a
state of interconnection that modifies their Epigenetics. Within this
hyper-datafied virtual space, the logged-in agent enhances their intellectual
and rational abilities, giving rise to a new cognitive entity. Humans are
evolving towards a... | [
{
"created": "Wed, 5 Jul 2023 18:38:17 GMT",
"version": "v1"
}
] | 2023-07-07 | [
[
"Spina",
"Salvatore",
""
]
] | Computerization has created a digital ecological niche where humans live in a state of interconnection that modifies their Epigenetics. Within this hyper-datafied virtual space, the logged-in agent enhances their intellectual and rational abilities, giving rise to a new cognitive entity. Humans are evolving towards a n... |
1903.04253 | Georges Younes Mr. | Georges Younes, Daniel Asmar, and John Zelek | A Unified Formulation for Visual Odometry | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Monocular Odometry systems can be broadly categorized as being either Direct,
Indirect, or a hybrid of both. While Indirect systems process an alternative
image representation to compute geometric residuals, Direct methods process the
image pixels directly to generate photometric residuals. Both paradigms have
distin... | [
{
"created": "Mon, 11 Mar 2019 12:44:14 GMT",
"version": "v1"
}
] | 2019-03-12 | [
[
"Younes",
"Georges",
""
],
[
"Asmar",
"Daniel",
""
],
[
"Zelek",
"John",
""
]
] | Monocular Odometry systems can be broadly categorized as being either Direct, Indirect, or a hybrid of both. While Indirect systems process an alternative image representation to compute geometric residuals, Direct methods process the image pixels directly to generate photometric residuals. Both paradigms have distinct... |
2311.11289 | Ping Li PhD | Ping Li, Chenhan Zhang, Zheng Yang, Xianghua Xu, Mingli Song | Pair-wise Layer Attention with Spatial Masking for Video Prediction | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Video prediction yields future frames by employing the historical frames and
has exhibited its great potential in many applications, e.g., meteorological
prediction, and autonomous driving. Previous works often decode the ultimate
high-level semantic features to future frames without texture details, which
deteriorat... | [
{
"created": "Sun, 19 Nov 2023 10:29:05 GMT",
"version": "v1"
}
] | 2023-11-21 | [
[
"Li",
"Ping",
""
],
[
"Zhang",
"Chenhan",
""
],
[
"Yang",
"Zheng",
""
],
[
"Xu",
"Xianghua",
""
],
[
"Song",
"Mingli",
""
]
] | Video prediction yields future frames by employing the historical frames and has exhibited its great potential in many applications, e.g., meteorological prediction, and autonomous driving. Previous works often decode the ultimate high-level semantic features to future frames without texture details, which deteriorates... |
2306.00432 | Shreyas Pai | M\'elanie Cambus, Fabian Kuhn, Shreyas Pai and Jara Uitto | Time and Space Optimal Massively Parallel Algorithm for the 2-Ruling Set
Problem | null | null | null | null | cs.DS cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work, we present a constant-round algorithm for the $2$-ruling set
problem in the Congested Clique model. As a direct consequence, we obtain a
constant round algorithm in the MPC model with linear space-per-machine and
optimal total space. Our results improve on the $O(\log \log \log n)$-round
algorithm by [H... | [
{
"created": "Thu, 1 Jun 2023 08:19:19 GMT",
"version": "v1"
},
{
"created": "Tue, 10 Oct 2023 13:15:55 GMT",
"version": "v2"
}
] | 2023-10-11 | [
[
"Cambus",
"Mélanie",
""
],
[
"Kuhn",
"Fabian",
""
],
[
"Pai",
"Shreyas",
""
],
[
"Uitto",
"Jara",
""
]
] | In this work, we present a constant-round algorithm for the $2$-ruling set problem in the Congested Clique model. As a direct consequence, we obtain a constant round algorithm in the MPC model with linear space-per-machine and optimal total space. Our results improve on the $O(\log \log \log n)$-round algorithm by [HPS... |
2304.08967 | Nabeel Gillani | Nabeel Gillani and Doug Beeferman and Cassandra Overney and Christine
Vega-Pourheydarian and Deb Roy | All a-board: sharing educational data science research with school
districts | In Proceedings of the Tenth ACM Conference on Learning at Scale (L@S
'23) | null | null | null | cs.CY stat.AP | http://creativecommons.org/licenses/by/4.0/ | Educational data scientists often conduct research with the hopes of
translating findings into lasting change through policy, civil society, or
other channels. However, the bridge from research to practice can be fraught
with sociopolitical frictions that impede, or altogether block, such
translations -- especially w... | [
{
"created": "Tue, 18 Apr 2023 13:03:05 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Jul 2023 15:45:30 GMT",
"version": "v2"
}
] | 2023-07-06 | [
[
"Gillani",
"Nabeel",
""
],
[
"Beeferman",
"Doug",
""
],
[
"Overney",
"Cassandra",
""
],
[
"Vega-Pourheydarian",
"Christine",
""
],
[
"Roy",
"Deb",
""
]
] | Educational data scientists often conduct research with the hopes of translating findings into lasting change through policy, civil society, or other channels. However, the bridge from research to practice can be fraught with sociopolitical frictions that impede, or altogether block, such translations -- especially whe... |
2110.13214 | Pan Lu | Pan Lu, Liang Qiu, Jiaqi Chen, Tony Xia, Yizhou Zhao, Wei Zhang, Zhou
Yu, Xiaodan Liang, Song-Chun Zhu | IconQA: A New Benchmark for Abstract Diagram Understanding and Visual
Language Reasoning | Corrected typos. Accepted to NeurIPS 2021, 27 pages, 18 figures. Data
and code are available at https://iconqa.github.io | null | null | null | cs.CV cs.AI cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | Current visual question answering (VQA) tasks mainly consider answering
human-annotated questions for natural images. However, aside from natural
images, abstract diagrams with semantic richness are still understudied in
visual understanding and reasoning research. In this work, we introduce a new
challenge of Icon Q... | [
{
"created": "Mon, 25 Oct 2021 18:52:26 GMT",
"version": "v1"
},
{
"created": "Sun, 7 Nov 2021 00:44:53 GMT",
"version": "v2"
},
{
"created": "Sun, 20 Feb 2022 01:09:40 GMT",
"version": "v3"
},
{
"created": "Mon, 25 Jul 2022 04:05:29 GMT",
"version": "v4"
}
] | 2022-07-26 | [
[
"Lu",
"Pan",
""
],
[
"Qiu",
"Liang",
""
],
[
"Chen",
"Jiaqi",
""
],
[
"Xia",
"Tony",
""
],
[
"Zhao",
"Yizhou",
""
],
[
"Zhang",
"Wei",
""
],
[
"Yu",
"Zhou",
""
],
[
"Liang",
"Xiaodan",
""
... | Current visual question answering (VQA) tasks mainly consider answering human-annotated questions for natural images. However, aside from natural images, abstract diagrams with semantic richness are still understudied in visual understanding and reasoning research. In this work, we introduce a new challenge of Icon Que... |
2304.06346 | Kangliang Liu | Kangliang Liu, Xiangcheng Du, Sijie Liu, Yingbin Zheng, Xingjiao Wu,
Cheng Jin | DDT: Dual-branch Deformable Transformer for Image Denoising | The code is avaliable at: https://github.com/Merenguelkl/DDT | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Transformer is beneficial for image denoising tasks since it can model
long-range dependencies to overcome the limitations presented by inductive
convolutional biases. However, directly applying the transformer structure to
remove noise is challenging because its complexity grows quadratically with the
spatial resolu... | [
{
"created": "Thu, 13 Apr 2023 08:54:44 GMT",
"version": "v1"
}
] | 2023-04-14 | [
[
"Liu",
"Kangliang",
""
],
[
"Du",
"Xiangcheng",
""
],
[
"Liu",
"Sijie",
""
],
[
"Zheng",
"Yingbin",
""
],
[
"Wu",
"Xingjiao",
""
],
[
"Jin",
"Cheng",
""
]
] | Transformer is beneficial for image denoising tasks since it can model long-range dependencies to overcome the limitations presented by inductive convolutional biases. However, directly applying the transformer structure to remove noise is challenging because its complexity grows quadratically with the spatial resoluti... |
1906.03345 | Qinbo Li | Qinbo Li, Adam G. D'Souza, Cason Schmit, Hye-Chung Kum | Increasing Transparent and Accountable Use of Data by Quantifying the
Actual Privacy Risk in Interactive Record Linkage | 7 pages | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Record linkage refers to the task of integrating data from two or more
databases without a common identifier. MINDFIRL (MInimum Necessary Disclosure
For Interactive Record Linkage) is a software system that demonstrates the
tradeoff between utility and privacy in interactive record linkage. Due to the
need to access ... | [
{
"created": "Fri, 7 Jun 2019 22:00:08 GMT",
"version": "v1"
}
] | 2019-06-11 | [
[
"Li",
"Qinbo",
""
],
[
"D'Souza",
"Adam G.",
""
],
[
"Schmit",
"Cason",
""
],
[
"Kum",
"Hye-Chung",
""
]
] | Record linkage refers to the task of integrating data from two or more databases without a common identifier. MINDFIRL (MInimum Necessary Disclosure For Interactive Record Linkage) is a software system that demonstrates the tradeoff between utility and privacy in interactive record linkage. Due to the need to access pe... |
2403.16699 | Yuanming Tian | Yuanming Tian, Dongxu Li, Chuan Huang, Qingwen Liu, Shengli Zhou | Resonant Beam Communications: A New Design Paradigm and Challenges | null | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Resonant beam communications (RBCom), which adopt oscillating photons between
two separate retroreflectors for information transmission, exhibit potential
advantages over other types of wireless optical communications (WOC). However,
echo interference generated by the modulated beam reflected from the receiver
affect... | [
{
"created": "Mon, 25 Mar 2024 12:33:10 GMT",
"version": "v1"
}
] | 2024-03-26 | [
[
"Tian",
"Yuanming",
""
],
[
"Li",
"Dongxu",
""
],
[
"Huang",
"Chuan",
""
],
[
"Liu",
"Qingwen",
""
],
[
"Zhou",
"Shengli",
""
]
] | Resonant beam communications (RBCom), which adopt oscillating photons between two separate retroreflectors for information transmission, exhibit potential advantages over other types of wireless optical communications (WOC). However, echo interference generated by the modulated beam reflected from the receiver affects ... |
1906.01599 | Marco Bressan | Marco Bressan, Stefano Leucci, Alessandro Panconesi | Motivo: fast motif counting via succinct color coding and adaptive
sampling | 13 pages | null | null | null | cs.DB cs.DM cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The randomized technique of color coding is behind state-of-the-art
algorithms for estimating graph motif counts. Those algorithms, however, are
not yet capable of scaling well to very large graphs with billions of edges. In
this paper we develop novel tools for the `motif counting via color coding'
framework. As a r... | [
{
"created": "Tue, 4 Jun 2019 17:22:07 GMT",
"version": "v1"
}
] | 2019-06-05 | [
[
"Bressan",
"Marco",
""
],
[
"Leucci",
"Stefano",
""
],
[
"Panconesi",
"Alessandro",
""
]
] | The randomized technique of color coding is behind state-of-the-art algorithms for estimating graph motif counts. Those algorithms, however, are not yet capable of scaling well to very large graphs with billions of edges. In this paper we develop novel tools for the `motif counting via color coding' framework. As a res... |
2009.14409 | Seongmin Lee | Hyun Dong Lee, Seongmin Lee and U Kang | AUBER: Automated BERT Regularization | null | null | 10.1371/journal.pone.0253241 | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | How can we effectively regularize BERT? Although BERT proves its
effectiveness in various downstream natural language processing tasks, it often
overfits when there are only a small number of training instances. A promising
direction to regularize BERT is based on pruning its attention heads based on a
proxy score fo... | [
{
"created": "Wed, 30 Sep 2020 03:32:55 GMT",
"version": "v1"
}
] | 2021-09-15 | [
[
"Lee",
"Hyun Dong",
""
],
[
"Lee",
"Seongmin",
""
],
[
"Kang",
"U",
""
]
] | How can we effectively regularize BERT? Although BERT proves its effectiveness in various downstream natural language processing tasks, it often overfits when there are only a small number of training instances. A promising direction to regularize BERT is based on pruning its attention heads based on a proxy score for ... |
2104.06645 | Leon Bergen | Leon Bergen, Dzmitry Bahdanau, Timothy J. O'Donnell | Jointly Learning Truth-Conditional Denotations and Groundings using
Parallel Attention | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | We present a model that jointly learns the denotations of words together with
their groundings using a truth-conditional semantics. Our model builds on the
neurosymbolic approach of Mao et al. (2019), learning to ground objects in the
CLEVR dataset (Johnson et al., 2017) using a novel parallel attention
mechanism. Th... | [
{
"created": "Wed, 14 Apr 2021 06:33:27 GMT",
"version": "v1"
}
] | 2021-04-15 | [
[
"Bergen",
"Leon",
""
],
[
"Bahdanau",
"Dzmitry",
""
],
[
"O'Donnell",
"Timothy J.",
""
]
] | We present a model that jointly learns the denotations of words together with their groundings using a truth-conditional semantics. Our model builds on the neurosymbolic approach of Mao et al. (2019), learning to ground objects in the CLEVR dataset (Johnson et al., 2017) using a novel parallel attention mechanism. The ... |
2002.03014 | Benjamin Stevens | Ben Stevens, Tim Colonius | FiniteNet: A Fully Convolutional LSTM Network Architecture for
Time-Dependent Partial Differential Equations | 8 pages, 12 figures. Under review for ICML 2020 | null | null | null | cs.LG cs.NA math.NA physics.comp-ph physics.flu-dyn stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work, we present a machine learning approach for reducing the error
when numerically solving time-dependent partial differential equations (PDE).
We use a fully convolutional LSTM network to exploit the spatiotemporal
dynamics of PDEs. The neural network serves to enhance finite-difference and
finite-volume m... | [
{
"created": "Fri, 7 Feb 2020 21:18:46 GMT",
"version": "v1"
}
] | 2020-02-11 | [
[
"Stevens",
"Ben",
""
],
[
"Colonius",
"Tim",
""
]
] | In this work, we present a machine learning approach for reducing the error when numerically solving time-dependent partial differential equations (PDE). We use a fully convolutional LSTM network to exploit the spatiotemporal dynamics of PDEs. The neural network serves to enhance finite-difference and finite-volume met... |
1710.03720 | Paul Muntean | Paul Muntean, Jens Grossklags and Claudia Eckert | Practical Integer Overflow Prevention | 20 pages | null | null | null | cs.CR cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Integer overflows in commodity software are a main source for software bugs,
which can result in exploitable memory corruption vulnerabilities and may
eventually contribute to powerful software based exploits, i.e., code reuse
attacks (CRAs).
In this paper, we present IntGuard , a tool that can repair integer overf... | [
{
"created": "Tue, 10 Oct 2017 16:46:23 GMT",
"version": "v1"
},
{
"created": "Wed, 11 Oct 2017 12:09:04 GMT",
"version": "v2"
},
{
"created": "Thu, 12 Oct 2017 08:07:28 GMT",
"version": "v3"
},
{
"created": "Mon, 16 Oct 2017 15:06:41 GMT",
"version": "v4"
},
{
"c... | 2017-11-06 | [
[
"Muntean",
"Paul",
""
],
[
"Grossklags",
"Jens",
""
],
[
"Eckert",
"Claudia",
""
]
] | Integer overflows in commodity software are a main source for software bugs, which can result in exploitable memory corruption vulnerabilities and may eventually contribute to powerful software based exploits, i.e., code reuse attacks (CRAs). In this paper, we present IntGuard , a tool that can repair integer overflows... |
2401.08867 | Md Atik Ahamed | Md Atik Ahamed and Qiang Cheng | MambaTab: A Plug-and-Play Model for Learning Tabular Data | Accepted by IEEE 7th International Conference on Multimedia
Information Processing and Retrieval (MIPR), 2024 | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Despite the prevalence of images and texts in machine learning, tabular data
remains widely used across various domains. Existing deep learning models, such
as convolutional neural networks and transformers, perform well however demand
extensive preprocessing and tuning limiting accessibility and scalability. This
wo... | [
{
"created": "Tue, 16 Jan 2024 22:44:12 GMT",
"version": "v1"
},
{
"created": "Mon, 24 Jun 2024 19:58:06 GMT",
"version": "v2"
}
] | 2024-06-26 | [
[
"Ahamed",
"Md Atik",
""
],
[
"Cheng",
"Qiang",
""
]
] | Despite the prevalence of images and texts in machine learning, tabular data remains widely used across various domains. Existing deep learning models, such as convolutional neural networks and transformers, perform well however demand extensive preprocessing and tuning limiting accessibility and scalability. This work... |
1909.06008 | Zhao Kang | Zhao Kang and Zipeng Guo and Shudong Huang and Siying Wang and Wenyu
Chen and Yuanzhang Su and Zenglin Xu | Multiple Partitions Aligned Clustering | IJCAI 2019 | null | null | null | cs.LG cs.AI cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multi-view clustering is an important yet challenging task due to the
difficulty of integrating the information from multiple representations. Most
existing multi-view clustering methods explore the heterogeneous information in
the space where the data points lie. Such common practice may cause significant
informatio... | [
{
"created": "Fri, 13 Sep 2019 02:45:13 GMT",
"version": "v1"
}
] | 2019-09-16 | [
[
"Kang",
"Zhao",
""
],
[
"Guo",
"Zipeng",
""
],
[
"Huang",
"Shudong",
""
],
[
"Wang",
"Siying",
""
],
[
"Chen",
"Wenyu",
""
],
[
"Su",
"Yuanzhang",
""
],
[
"Xu",
"Zenglin",
""
]
] | Multi-view clustering is an important yet challenging task due to the difficulty of integrating the information from multiple representations. Most existing multi-view clustering methods explore the heterogeneous information in the space where the data points lie. Such common practice may cause significant information ... |
1612.00272 | Vidak Vujicic | Vidak Vujicic, Aravind P. Anthur, Alexander Gazman, Colm Browning, M.
Deseada Gutierrez Pascual, Ziyi Zhu, Keren Bergman and Liam P. Barry | Software-Defined Silicon Photonics based Metro Node for Spatial and
Wavelength Superchannel Switching | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Due to the growing popularity of optical superchannels and software defined
networking, reconfigurable optical add-drop multiplexer (ROADM) architectures
for superchannel switching have recently attracted significant attention.
ROADMs based on micro electro-mechanical system (MEMS) and liquid
crystal-on-silicon (LCoS... | [
{
"created": "Tue, 29 Nov 2016 10:11:32 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Dec 2016 16:11:45 GMT",
"version": "v2"
},
{
"created": "Thu, 9 Feb 2017 15:03:23 GMT",
"version": "v3"
}
] | 2017-02-10 | [
[
"Vujicic",
"Vidak",
""
],
[
"Anthur",
"Aravind P.",
""
],
[
"Gazman",
"Alexander",
""
],
[
"Browning",
"Colm",
""
],
[
"Pascual",
"M. Deseada Gutierrez",
""
],
[
"Zhu",
"Ziyi",
""
],
[
"Bergman",
"Keren",
"... | Due to the growing popularity of optical superchannels and software defined networking, reconfigurable optical add-drop multiplexer (ROADM) architectures for superchannel switching have recently attracted significant attention. ROADMs based on micro electro-mechanical system (MEMS) and liquid crystal-on-silicon (LCoS) ... |
1703.03442 | Vanessa Ferdinand PhD | Vanessa Ferdinand, Simon Kirby, Kenny Smith | The cognitive roots of regularization in language | 21 pages | null | null | null | cs.CL q-bio.NC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Regularization occurs when the output a learner produces is less variable
than the linguistic data they observed. In an artificial language learning
experiment, we show that there exist at least two independent sources of
regularization bias in cognition: a domain-general source based on cognitive
load and a domain-s... | [
{
"created": "Thu, 9 Mar 2017 19:50:00 GMT",
"version": "v1"
},
{
"created": "Thu, 18 Oct 2018 21:33:46 GMT",
"version": "v2"
}
] | 2018-10-22 | [
[
"Ferdinand",
"Vanessa",
""
],
[
"Kirby",
"Simon",
""
],
[
"Smith",
"Kenny",
""
]
] | Regularization occurs when the output a learner produces is less variable than the linguistic data they observed. In an artificial language learning experiment, we show that there exist at least two independent sources of regularization bias in cognition: a domain-general source based on cognitive load and a domain-spe... |
1610.01784 | Qiang Wang | Xinxin Mei, Qiang Wang, Xiaowen Chu | A Survey and Measurement Study of GPU DVFS on Energy Conservation | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Energy efficiency has become one of the top design criteria for current
computing systems. The dynamic voltage and frequency scaling (DVFS) has been
widely adopted by laptop computers, servers, and mobile devices to conserve
energy, while the GPU DVFS is still at a certain early age. This paper aims at
exploring the ... | [
{
"created": "Thu, 6 Oct 2016 09:21:22 GMT",
"version": "v1"
}
] | 2016-10-07 | [
[
"Mei",
"Xinxin",
""
],
[
"Wang",
"Qiang",
""
],
[
"Chu",
"Xiaowen",
""
]
] | Energy efficiency has become one of the top design criteria for current computing systems. The dynamic voltage and frequency scaling (DVFS) has been widely adopted by laptop computers, servers, and mobile devices to conserve energy, while the GPU DVFS is still at a certain early age. This paper aims at exploring the im... |
2006.15000 | Vadim Malvone | Francesco Belardinelli, Catalin Dima, Vadim Malvone, and Ferucio
Tiplea | A Hennessy-Milner Theorem for ATL with Imperfect Information | null | null | null | null | cs.LO cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We show that a history-based variant of alternating bisimulation with
imperfect information allows it to be related to a variant of Alternating-time
Temporal Logic (ATL) with imperfect information by a full Hennessy-Milner
theorem. The variant of ATL we consider has a common knowledge semantics, which
requires that t... | [
{
"created": "Fri, 26 Jun 2020 14:12:11 GMT",
"version": "v1"
}
] | 2020-06-29 | [
[
"Belardinelli",
"Francesco",
""
],
[
"Dima",
"Catalin",
""
],
[
"Malvone",
"Vadim",
""
],
[
"Tiplea",
"Ferucio",
""
]
] | We show that a history-based variant of alternating bisimulation with imperfect information allows it to be related to a variant of Alternating-time Temporal Logic (ATL) with imperfect information by a full Hennessy-Milner theorem. The variant of ATL we consider has a common knowledge semantics, which requires that the... |
2203.09711 | Sarik Ghazarian | Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng | DEAM: Dialogue Coherence Evaluation using AMR-based Semantic
Manipulations | Association for Computational Linguistics (ACL 2022) | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Automatic evaluation metrics are essential for the rapid development of
open-domain dialogue systems as they facilitate hyper-parameter tuning and
comparison between models. Although recently proposed trainable
conversation-level metrics have shown encouraging results, the quality of the
metrics is strongly dependent... | [
{
"created": "Fri, 18 Mar 2022 03:11:35 GMT",
"version": "v1"
}
] | 2022-03-21 | [
[
"Ghazarian",
"Sarik",
""
],
[
"Wen",
"Nuan",
""
],
[
"Galstyan",
"Aram",
""
],
[
"Peng",
"Nanyun",
""
]
] | Automatic evaluation metrics are essential for the rapid development of open-domain dialogue systems as they facilitate hyper-parameter tuning and comparison between models. Although recently proposed trainable conversation-level metrics have shown encouraging results, the quality of the metrics is strongly dependent o... |
1712.10107 | Saeedeh Ziyabari | Saeedeh Ziyabari, Vinit Shah, Meysam Golmohammadi, Iyad Obeid and
Joseph Picone | Objective evaluation metrics for automatic classification of EEG events | 22 pages, 11 figures, 9 tables | null | null | null | cs.LG eess.SP stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The evaluation of machine learning algorithms in biomedical fields for
applications involving sequential data lacks standardization. Common
quantitative scalar evaluation metrics such as sensitivity and specificity can
often be misleading depending on the requirements of the application.
Evaluation metrics must ultim... | [
{
"created": "Fri, 29 Dec 2017 03:36:46 GMT",
"version": "v1"
},
{
"created": "Fri, 18 Oct 2019 07:03:06 GMT",
"version": "v2"
},
{
"created": "Mon, 2 Dec 2019 17:27:35 GMT",
"version": "v3"
}
] | 2019-12-03 | [
[
"Ziyabari",
"Saeedeh",
""
],
[
"Shah",
"Vinit",
""
],
[
"Golmohammadi",
"Meysam",
""
],
[
"Obeid",
"Iyad",
""
],
[
"Picone",
"Joseph",
""
]
] | The evaluation of machine learning algorithms in biomedical fields for applications involving sequential data lacks standardization. Common quantitative scalar evaluation metrics such as sensitivity and specificity can often be misleading depending on the requirements of the application. Evaluation metrics must ultimat... |
2110.11790 | Guillaume Baudart | Guillaume Baudart and Louis Mandel | Automatic Guide Generation for Stan via NumPyro | PROBPROG 2021 | null | null | null | cs.PL | http://creativecommons.org/licenses/by/4.0/ | Stan is a very popular probabilistic language with a state-of-the-art HMC
sampler but it only offers a limited choice of algorithms for black-box
variational inference. In this paper, we show that using our recently proposed
compiler from Stan to Pyro, Stan users can easily try the set of algorithms
implemented in Py... | [
{
"created": "Fri, 22 Oct 2021 13:42:48 GMT",
"version": "v1"
}
] | 2021-10-25 | [
[
"Baudart",
"Guillaume",
""
],
[
"Mandel",
"Louis",
""
]
] | Stan is a very popular probabilistic language with a state-of-the-art HMC sampler but it only offers a limited choice of algorithms for black-box variational inference. In this paper, we show that using our recently proposed compiler from Stan to Pyro, Stan users can easily try the set of algorithms implemented in Pyro... |
2303.12798 | Yimin Dai | Yimin Dai and Xian Shuai and Rui Tan and Guoliang Xing | Interpersonal Distance Tracking with mmWave Radar and IMUs | null | null | null | null | cs.NI cs.LG cs.SY eess.SY | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Tracking interpersonal distances is essential for real-time social distancing
management and {\em ex-post} contact tracing to prevent spreads of contagious
diseases. Bluetooth neighbor discovery has been employed for such purposes in
combating COVID-19, but does not provide satisfactory spatiotemporal
resolutions. Th... | [
{
"created": "Tue, 28 Feb 2023 15:44:17 GMT",
"version": "v1"
}
] | 2023-03-24 | [
[
"Dai",
"Yimin",
""
],
[
"Shuai",
"Xian",
""
],
[
"Tan",
"Rui",
""
],
[
"Xing",
"Guoliang",
""
]
] | Tracking interpersonal distances is essential for real-time social distancing management and {\em ex-post} contact tracing to prevent spreads of contagious diseases. Bluetooth neighbor discovery has been employed for such purposes in combating COVID-19, but does not provide satisfactory spatiotemporal resolutions. This... |
1811.05894 | Daniil Osokin | Alexander Kozlov, Daniil Osokin | Development of Real-time ADAS Object Detector for Deployment on CPU | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | In this work, we outline the set of problems, which any Object Detection CNN
faces when its development comes to the deployment stage and propose methods to
deal with such difficulties. We show that these practices allow one to get
Object Detection network, which can recognize two classes: vehicles and
pedestrians an... | [
{
"created": "Wed, 14 Nov 2018 16:37:09 GMT",
"version": "v1"
}
] | 2018-11-15 | [
[
"Kozlov",
"Alexander",
""
],
[
"Osokin",
"Daniil",
""
]
] | In this work, we outline the set of problems, which any Object Detection CNN faces when its development comes to the deployment stage and propose methods to deal with such difficulties. We show that these practices allow one to get Object Detection network, which can recognize two classes: vehicles and pedestrians and ... |
1210.6157 | Nishtha Kesswani | Vibekananda Dutta, Dr Nishtha Kesswani, Deepti Gahalot | Novel Architecture for 3D model in virtual communities from detected
face | 7 pages | http://www.ijascse.in/publications-2012--2 | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this research paper we suggest how to extract a face from an image, modify
it, characterize it in terms of high-level properties, and apply it to the
creation of a personalized avatar. In this research work we tested, we
implemented the algorithm on several hundred facial images, including many
taken under uncontr... | [
{
"created": "Tue, 23 Oct 2012 07:57:24 GMT",
"version": "v1"
}
] | 2012-10-24 | [
[
"Dutta",
"Vibekananda",
""
],
[
"Kesswani",
"Dr Nishtha",
""
],
[
"Gahalot",
"Deepti",
""
]
] | In this research paper we suggest how to extract a face from an image, modify it, characterize it in terms of high-level properties, and apply it to the creation of a personalized avatar. In this research work we tested, we implemented the algorithm on several hundred facial images, including many taken under uncontrol... |
2306.00275 | Changhao Wu | Changhao Wu and Yuanchun Li and Mengwei Xu and Chongbin Guo and
Zengshan Yin and Weiwei Gao and Chuanxiu Chi | A Comprehensive Survey on Orbital Edge Computing: Systems, Applications,
and Algorithms | 18 pages, 9 figures and 5 tables | null | null | null | cs.DC | http://creativecommons.org/licenses/by-sa/4.0/ | The number of satellites, especially those operating in low-earth orbit
(LEO), is exploding in recent years. Additionally, the use of COTS hardware
into those satellites enables a new paradigm of computing: orbital edge
computing (OEC). OEC entails more technically advanced steps compared to
single-satellite computin... | [
{
"created": "Thu, 1 Jun 2023 01:37:33 GMT",
"version": "v1"
},
{
"created": "Fri, 2 Jun 2023 01:11:40 GMT",
"version": "v2"
}
] | 2023-06-05 | [
[
"Wu",
"Changhao",
""
],
[
"Li",
"Yuanchun",
""
],
[
"Xu",
"Mengwei",
""
],
[
"Guo",
"Chongbin",
""
],
[
"Yin",
"Zengshan",
""
],
[
"Gao",
"Weiwei",
""
],
[
"Chi",
"Chuanxiu",
""
]
] | The number of satellites, especially those operating in low-earth orbit (LEO), is exploding in recent years. Additionally, the use of COTS hardware into those satellites enables a new paradigm of computing: orbital edge computing (OEC). OEC entails more technically advanced steps compared to single-satellite computing.... |
1711.06491 | J. D. Curt\'o | J. D. Curt\'o and I. C. Zarza and Fernando de la Torre and Irwin King
and Michael R. Lyu | High-resolution Deep Convolutional Generative Adversarial Networks | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generative Adversarial Networks (GANs) [Goodfellow et al. 2014] convergence
in a high-resolution setting with a computational constrain of GPU memory
capacity has been beset with difficulty due to the known lack of convergence
rate stability. In order to boost network convergence of DCGAN (Deep
Convolutional Generati... | [
{
"created": "Fri, 17 Nov 2017 10:47:08 GMT",
"version": "v1"
},
{
"created": "Sat, 26 May 2018 15:26:47 GMT",
"version": "v10"
},
{
"created": "Thu, 31 May 2018 06:25:31 GMT",
"version": "v11"
},
{
"created": "Sun, 10 Jun 2018 12:23:26 GMT",
"version": "v12"
},
{
... | 2020-04-20 | [
[
"Curtó",
"J. D.",
""
],
[
"Zarza",
"I. C.",
""
],
[
"de la Torre",
"Fernando",
""
],
[
"King",
"Irwin",
""
],
[
"Lyu",
"Michael R.",
""
]
] | Generative Adversarial Networks (GANs) [Goodfellow et al. 2014] convergence in a high-resolution setting with a computational constrain of GPU memory capacity has been beset with difficulty due to the known lack of convergence rate stability. In order to boost network convergence of DCGAN (Deep Convolutional Generative... |
2103.14232 | Chi Zhang | Chi Zhang, Baoxiong Jia, Mark Edmonds, Song-Chun Zhu, Yixin Zhu | ACRE: Abstract Causal REasoning Beyond Covariation | CVPR 2021 paper. Supplementary:
http://wellyzhang.github.io/attach/cvpr21zhang_acre_supp.pdf Project:
http://wellyzhang.github.io/project/acre.html | null | null | null | cs.CV cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Causal induction, i.e., identifying unobservable mechanisms that lead to the
observable relations among variables, has played a pivotal role in modern
scientific discovery, especially in scenarios with only sparse and limited
data. Humans, even young toddlers, can induce causal relationships surprisingly
well in vari... | [
{
"created": "Fri, 26 Mar 2021 02:42:38 GMT",
"version": "v1"
}
] | 2021-03-29 | [
[
"Zhang",
"Chi",
""
],
[
"Jia",
"Baoxiong",
""
],
[
"Edmonds",
"Mark",
""
],
[
"Zhu",
"Song-Chun",
""
],
[
"Zhu",
"Yixin",
""
]
] | Causal induction, i.e., identifying unobservable mechanisms that lead to the observable relations among variables, has played a pivotal role in modern scientific discovery, especially in scenarios with only sparse and limited data. Humans, even young toddlers, can induce causal relationships surprisingly well in variou... |
2112.11572 | Qian Yang | Maryam Pardakhti, Nila Mandal, Anson W. K. Ma and Qian Yang | Practical Active Learning with Model Selection for Small Data | Accepted for publication in the Proceedings of the 2021 20th IEEE
International Conference on Machine Learning and Applications (ICMLA) | null | 10.1109/ICMLA52953.2021.00263 | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Active learning is of great interest for many practical applications,
especially in industry and the physical sciences, where there is a strong need
to minimize the number of costly experiments necessary to train predictive
models. However, there remain significant challenges for the adoption of active
learning metho... | [
{
"created": "Tue, 21 Dec 2021 23:11:27 GMT",
"version": "v1"
}
] | 2021-12-23 | [
[
"Pardakhti",
"Maryam",
""
],
[
"Mandal",
"Nila",
""
],
[
"Ma",
"Anson W. K.",
""
],
[
"Yang",
"Qian",
""
]
] | Active learning is of great interest for many practical applications, especially in industry and the physical sciences, where there is a strong need to minimize the number of costly experiments necessary to train predictive models. However, there remain significant challenges for the adoption of active learning methods... |
2401.07586 | Muhammad Asif Khan | Muhammad Asif Khan, Hamid Menouar, Ridha Hamila | Curriculum for Crowd Counting -- Is it Worthy? | Accepted version of the paper in 19th International Conference on
Computer Vision Theory and Applications (VISAPP), Rome, Italy, 27-19 February
2024 | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by/4.0/ | Recent advances in deep learning techniques have achieved remarkable
performance in several computer vision problems. A notably intuitive technique
called Curriculum Learning (CL) has been introduced recently for training deep
learning models. Surprisingly, curriculum learning achieves significantly
improved results ... | [
{
"created": "Mon, 15 Jan 2024 10:46:01 GMT",
"version": "v1"
}
] | 2024-01-17 | [
[
"Khan",
"Muhammad Asif",
""
],
[
"Menouar",
"Hamid",
""
],
[
"Hamila",
"Ridha",
""
]
] | Recent advances in deep learning techniques have achieved remarkable performance in several computer vision problems. A notably intuitive technique called Curriculum Learning (CL) has been introduced recently for training deep learning models. Surprisingly, curriculum learning achieves significantly improved results in... |
1809.07702 | Kun Cheng | Kun Cheng, Weiyue Liu, Qi Shen and Shengkai Liao | Design and Implementation of High-throughput PCIe with DMA Architecture
between FPGA and PowerPC | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We designed and implemented a direct memory access (DMA) architecture of
PCI-Express(PCIe) between Xilinx Field Program Gate Array(FPGA) and Freescale
PowerPC. The DMA architecture based on FPGA is compatible with the Xilinx PCIe
core while the DMA architecture based on POWERPC is compatible with VxBus of
VxWorks. Th... | [
{
"created": "Mon, 17 Sep 2018 13:22:53 GMT",
"version": "v1"
}
] | 2018-09-21 | [
[
"Cheng",
"Kun",
""
],
[
"Liu",
"Weiyue",
""
],
[
"Shen",
"Qi",
""
],
[
"Liao",
"Shengkai",
""
]
] | We designed and implemented a direct memory access (DMA) architecture of PCI-Express(PCIe) between Xilinx Field Program Gate Array(FPGA) and Freescale PowerPC. The DMA architecture based on FPGA is compatible with the Xilinx PCIe core while the DMA architecture based on POWERPC is compatible with VxBus of VxWorks. The ... |
1807.07363 | Kleanthis Thramboulidis | Kleanthis Thramboulidis, Danai C. Vachtsevanou, Ioanna Kontou | CPuS-IoT : A Cyber-Physical Microservice and IoT-based Framework for
Manufacturing Assembly Systems | 14 pages, 16 figures, Journal submission | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Today's customers are characterized by individual requirements that lead the
manufacturing industry to increased product variety and volume reduction.
Manufacturing systems and more specifically assembly systems (ASs) should allow
quick adaptation of manufacturing assets so as to respond to the evolving
market requir... | [
{
"created": "Thu, 19 Jul 2018 12:35:03 GMT",
"version": "v1"
},
{
"created": "Tue, 12 Feb 2019 11:38:44 GMT",
"version": "v2"
}
] | 2019-02-13 | [
[
"Thramboulidis",
"Kleanthis",
""
],
[
"Vachtsevanou",
"Danai C.",
""
],
[
"Kontou",
"Ioanna",
""
]
] | Today's customers are characterized by individual requirements that lead the manufacturing industry to increased product variety and volume reduction. Manufacturing systems and more specifically assembly systems (ASs) should allow quick adaptation of manufacturing assets so as to respond to the evolving market requirem... |
2401.02008 | Farhad Pourkamali-Anaraki | Farhad Pourkamali-Anaraki, Jamal F. Husseini, Evan J. Pineda, Brett A.
Bednarcyk, Scott E. Stapleton | Two-Stage Surrogate Modeling for Data-Driven Design Optimization with
Application to Composite Microstructure Generation | 23 pages, 11 figures | null | null | null | cs.LG cs.CE | http://creativecommons.org/licenses/by/4.0/ | This paper introduces a novel two-stage machine learning-based surrogate
modeling framework to address inverse problems in scientific and engineering
fields. In the first stage of the proposed framework, a machine learning model
termed the "learner" identifies a limited set of candidates within the input
design space... | [
{
"created": "Thu, 4 Jan 2024 00:25:12 GMT",
"version": "v1"
}
] | 2024-01-05 | [
[
"Pourkamali-Anaraki",
"Farhad",
""
],
[
"Husseini",
"Jamal F.",
""
],
[
"Pineda",
"Evan J.",
""
],
[
"Bednarcyk",
"Brett A.",
""
],
[
"Stapleton",
"Scott E.",
""
]
] | This paper introduces a novel two-stage machine learning-based surrogate modeling framework to address inverse problems in scientific and engineering fields. In the first stage of the proposed framework, a machine learning model termed the "learner" identifies a limited set of candidates within the input design space w... |
2209.06750 | Oscar Araque | Oscar Araque, Lorenzo Gatti and Kyriaki Kalimeri | LibertyMFD: A Lexicon to Assess the Moral Foundation of Liberty | GoodIT '22: Proceedings of the 2022 ACM Conference on Information
Technology for Social Good. GoodIT'22, September 7-9, 2022, Limassol, Cyprus | Conference on Information Technology for Social Good (GoodIT'22),
September 7-9, 2022, Limassol, Cyprus. ACM, New York, NY, USA, 7 pages | 10.1145/3524458.3547264 | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Quantifying the moral narratives expressed in the user-generated text, news,
or public discourses is fundamental for understanding individuals' concerns and
viewpoints and preventing violent protests and social polarisation. The Moral
Foundation Theory (MFT) was developed to operationalise morality in a
five-dimensio... | [
{
"created": "Wed, 14 Sep 2022 16:14:54 GMT",
"version": "v1"
}
] | 2022-09-15 | [
[
"Araque",
"Oscar",
""
],
[
"Gatti",
"Lorenzo",
""
],
[
"Kalimeri",
"Kyriaki",
""
]
] | Quantifying the moral narratives expressed in the user-generated text, news, or public discourses is fundamental for understanding individuals' concerns and viewpoints and preventing violent protests and social polarisation. The Moral Foundation Theory (MFT) was developed to operationalise morality in a five-dimensiona... |
1607.05994 | Omer Gold | Omer Gold and Micha Sharir | Dynamic Time Warping and Geometric Edit Distance: Breaking the Quadratic
Barrier | Removing the $\log\log\log n$ factor from the runtime bound that
appeared in previous versions | null | null | null | cs.DS cs.CG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Dynamic Time Warping (DTW) and Geometric Edit Distance (GED) are basic
similarity measures between curves or general temporal sequences (e.g., time
series) that are represented as sequences of points in some metric space $(X,
\mathrm{dist})$. The DTW and GED measures are massively used in various fields
of computer s... | [
{
"created": "Wed, 20 Jul 2016 15:15:44 GMT",
"version": "v1"
},
{
"created": "Mon, 15 Aug 2016 13:53:52 GMT",
"version": "v2"
},
{
"created": "Sat, 5 Nov 2016 11:07:42 GMT",
"version": "v3"
},
{
"created": "Tue, 28 Jan 2020 10:45:55 GMT",
"version": "v4"
}
] | 2020-01-29 | [
[
"Gold",
"Omer",
""
],
[
"Sharir",
"Micha",
""
]
] | Dynamic Time Warping (DTW) and Geometric Edit Distance (GED) are basic similarity measures between curves or general temporal sequences (e.g., time series) that are represented as sequences of points in some metric space $(X, \mathrm{dist})$. The DTW and GED measures are massively used in various fields of computer sci... |
2207.04307 | Taha Belkhouja | Taha Belkhouja, Janardhan Rao Doppa | Adversarial Framework with Certified Robustness for Time-Series Domain
via Statistical Features | Published at Journal of Artificial Intelligence Research | Journal of Artificial Intelligence Research, 73, 1435-1471, 2022 | 10.1613/jair.1.13543 | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | Time-series data arises in many real-world applications (e.g., mobile health)
and deep neural networks (DNNs) have shown great success in solving them.
Despite their success, little is known about their robustness to adversarial
attacks. In this paper, we propose a novel adversarial framework referred to as
Time-Seri... | [
{
"created": "Sat, 9 Jul 2022 17:22:34 GMT",
"version": "v1"
}
] | 2022-07-12 | [
[
"Belkhouja",
"Taha",
""
],
[
"Doppa",
"Janardhan Rao",
""
]
] | Time-series data arises in many real-world applications (e.g., mobile health) and deep neural networks (DNNs) have shown great success in solving them. Despite their success, little is known about their robustness to adversarial attacks. In this paper, we propose a novel adversarial framework referred to as Time-Series... |
2402.16304 | Wonbin Kweon | Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu | Top-Personalized-K Recommendation | WWW 2024 | null | 10.1145/3589334.3645417 | null | cs.IR | http://creativecommons.org/licenses/by/4.0/ | The conventional top-K recommendation, which presents the top-K items with
the highest ranking scores, is a common practice for generating personalized
ranking lists. However, is this fixed-size top-K recommendation the optimal
approach for every user's satisfaction? Not necessarily. We point out that
providing fixed... | [
{
"created": "Mon, 26 Feb 2024 05:03:54 GMT",
"version": "v1"
}
] | 2024-02-27 | [
[
"Kweon",
"Wonbin",
""
],
[
"Kang",
"SeongKu",
""
],
[
"Jang",
"Sanghwan",
""
],
[
"Yu",
"Hwanjo",
""
]
] | The conventional top-K recommendation, which presents the top-K items with the highest ranking scores, is a common practice for generating personalized ranking lists. However, is this fixed-size top-K recommendation the optimal approach for every user's satisfaction? Not necessarily. We point out that providing fixed-s... |
2402.07242 | Tommaso Boccato | Tommaso Boccato, Matteo Ferrante, Nicola Toschi | Optimizing Genetically-Driven Synaptogenesis | null | null | null | null | cs.NE q-bio.NC | http://creativecommons.org/licenses/by-nc-sa/4.0/ | In this paper we introduce SynaptoGen, a novel framework that aims to bridge
the gap between genetic manipulations and neuronal network behavior by
simulating synaptogenesis and guiding the development of neuronal networks
capable of solving predetermined computational tasks. Drawing inspiration from
recent advanceme... | [
{
"created": "Sun, 11 Feb 2024 16:49:12 GMT",
"version": "v1"
}
] | 2024-02-13 | [
[
"Boccato",
"Tommaso",
""
],
[
"Ferrante",
"Matteo",
""
],
[
"Toschi",
"Nicola",
""
]
] | In this paper we introduce SynaptoGen, a novel framework that aims to bridge the gap between genetic manipulations and neuronal network behavior by simulating synaptogenesis and guiding the development of neuronal networks capable of solving predetermined computational tasks. Drawing inspiration from recent advancement... |
2006.11159 | Martin Van Harmelen | Martin van Harmelen, Jonas Groschwitz | Graphs with Multiple Sources per Vertex | Supervision by Jonas Groschwitz | null | null | null | cs.LO cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Several attempts have been made at constructing Abstract Meaning
Representations (AMRs) compositionally, and recently the idea of using s-graphs
with the HR-algebra (Koller, 2015) has been simplified to reduce the number of
options when parsing (Groschwitz et al., 2017). This apply-modify algebra
(AM-algebra) is a li... | [
{
"created": "Fri, 19 Jun 2020 14:43:12 GMT",
"version": "v1"
}
] | 2020-06-22 | [
[
"van Harmelen",
"Martin",
""
],
[
"Groschwitz",
"Jonas",
""
]
] | Several attempts have been made at constructing Abstract Meaning Representations (AMRs) compositionally, and recently the idea of using s-graphs with the HR-algebra (Koller, 2015) has been simplified to reduce the number of options when parsing (Groschwitz et al., 2017). This apply-modify algebra (AM-algebra) is a ling... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.