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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1803.02883 | Naren Srivaths Raman | Naren Srivaths Raman and Prabir Barooah | On the round-trip efficiency of an HVAC-based virtual battery | Added a new simulation case study | null | null | null | cs.SY math.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Flexible loads, especially heating, ventilation, and air-conditioning (HVAC)
systems can be used to provide a battery-like service to the power grid by
varying their demand up and down over a baseline. Recent work has reported that
providing virtual energy storage with HVAC systems lead to a net loss of
energy, akin ... | [
{
"created": "Wed, 7 Mar 2018 21:40:09 GMT",
"version": "v1"
},
{
"created": "Tue, 13 Mar 2018 14:49:02 GMT",
"version": "v2"
},
{
"created": "Mon, 5 Nov 2018 18:38:36 GMT",
"version": "v3"
}
] | 2018-11-06 | [
[
"Raman",
"Naren Srivaths",
""
],
[
"Barooah",
"Prabir",
""
]
] | Flexible loads, especially heating, ventilation, and air-conditioning (HVAC) systems can be used to provide a battery-like service to the power grid by varying their demand up and down over a baseline. Recent work has reported that providing virtual energy storage with HVAC systems lead to a net loss of energy, akin to... |
2101.07136 | Philipp D. Rohde | M\'onica Figuera and Philipp D. Rohde and Maria-Esther Vidal | Trav-SHACL: Efficiently Validating Networks of SHACL Constraints | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Knowledge graphs have emerged as expressive data structures for Web data.
Knowledge graph potential and the demand for ecosystems to facilitate their
creation, curation, and understanding, is testified in diverse domains, e.g.,
biomedicine. The Shapes Constraint Language (SHACL) is the W3C recommendation
language for... | [
{
"created": "Mon, 18 Jan 2021 15:57:14 GMT",
"version": "v1"
}
] | 2021-01-19 | [
[
"Figuera",
"Mónica",
""
],
[
"Rohde",
"Philipp D.",
""
],
[
"Vidal",
"Maria-Esther",
""
]
] | Knowledge graphs have emerged as expressive data structures for Web data. Knowledge graph potential and the demand for ecosystems to facilitate their creation, curation, and understanding, is testified in diverse domains, e.g., biomedicine. The Shapes Constraint Language (SHACL) is the W3C recommendation language for i... |
2111.02331 | Erh-Chung Chen | Erh-Chung Chen, Che-Rung Lee | LTD: Low Temperature Distillation for Robust Adversarial Training | null | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Adversarial training has been widely used to enhance the robustness of neural
network models against adversarial attacks. Despite the popularity of neural
network models, a significant gap exists between the natural and robust
accuracy of these models. In this paper, we identify one of the primary reasons
for this ga... | [
{
"created": "Wed, 3 Nov 2021 16:26:00 GMT",
"version": "v1"
},
{
"created": "Sun, 10 Apr 2022 04:15:11 GMT",
"version": "v2"
},
{
"created": "Fri, 30 Jun 2023 06:56:18 GMT",
"version": "v3"
}
] | 2023-07-03 | [
[
"Chen",
"Erh-Chung",
""
],
[
"Lee",
"Che-Rung",
""
]
] | Adversarial training has been widely used to enhance the robustness of neural network models against adversarial attacks. Despite the popularity of neural network models, a significant gap exists between the natural and robust accuracy of these models. In this paper, we identify one of the primary reasons for this gap ... |
cs/0604031 | Amos Lapidoth | Amos Lapidoth and Ligong Wang | On the Low SNR Capacity of Peak-Limited Non-Coherent Fading Channels
with Memory | null | null | null | null | cs.IT math.IT | null | The capacity of non-coherent stationary Gaussian fading channels with memory
under a peak-power constraint is studied in the asymptotic weak-signal regime.
It is assumed that the fading law is known to both transmitter and receiver but
that neither is cognizant of the fading realization. A connection is
demonstrated ... | [
{
"created": "Fri, 7 Apr 2006 23:29:27 GMT",
"version": "v1"
}
] | 2007-07-13 | [
[
"Lapidoth",
"Amos",
""
],
[
"Wang",
"Ligong",
""
]
] | The capacity of non-coherent stationary Gaussian fading channels with memory under a peak-power constraint is studied in the asymptotic weak-signal regime. It is assumed that the fading law is known to both transmitter and receiver but that neither is cognizant of the fading realization. A connection is demonstrated be... |
2407.05603 | Pingyi Chen | Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang | WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question
Answering | Accepted at ECCV 2024 | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Whole slide imaging is routinely adopted for carcinoma diagnosis and
prognosis. Abundant experience is required for pathologists to achieve accurate
and reliable diagnostic results of whole slide images (WSI). The huge size and
heterogeneous features of WSIs make the workflow of pathological reading
extremely time-co... | [
{
"created": "Mon, 8 Jul 2024 04:37:32 GMT",
"version": "v1"
}
] | 2024-07-09 | [
[
"Chen",
"Pingyi",
""
],
[
"Zhu",
"Chenglu",
""
],
[
"Zheng",
"Sunyi",
""
],
[
"Li",
"Honglin",
""
],
[
"Yang",
"Lin",
""
]
] | Whole slide imaging is routinely adopted for carcinoma diagnosis and prognosis. Abundant experience is required for pathologists to achieve accurate and reliable diagnostic results of whole slide images (WSI). The huge size and heterogeneous features of WSIs make the workflow of pathological reading extremely time-cons... |
2111.04260 | Avanika Narayan | Avanika Narayan, Piero Molino, Karan Goel, Willie Neiswanger,
Christopher R\'e (Department of Computer Science, Stanford University) | Personalized Benchmarking with the Ludwig Benchmarking Toolkit | 14 pages, 14 figures, 35th Conference on Neural Information
Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The rapid proliferation of machine learning models across domains and
deployment settings has given rise to various communities (e.g. industry
practitioners) which seek to benchmark models across tasks and objectives of
personal value. Unfortunately, these users cannot use standard benchmark
results to perform such v... | [
{
"created": "Mon, 8 Nov 2021 03:53:38 GMT",
"version": "v1"
}
] | 2021-11-09 | [
[
"Narayan",
"Avanika",
"",
"Department of Computer Science, Stanford University"
],
[
"Molino",
"Piero",
"",
"Department of Computer Science, Stanford University"
],
[
"Goel",
"Karan",
"",
"Department of Computer Science, Stanford University"
],
[
"Ne... | The rapid proliferation of machine learning models across domains and deployment settings has given rise to various communities (e.g. industry practitioners) which seek to benchmark models across tasks and objectives of personal value. Unfortunately, these users cannot use standard benchmark results to perform such val... |
2407.17911 | Kang-Yang Huang | Jian-Yu Jiang-Lin, Kang-Yang Huang, Ling Lo, Yi-Ning Huang, Terence
Lin, Jhih-Ciang Wu, Hong-Han Shuai, Wen-Huang Cheng | ReCorD: Reasoning and Correcting Diffusion for HOI Generation | Accepted by ACM MM 2024. Project website:
https://alberthkyhky.github.io/ReCorD/ | null | 10.1145/3664647.3680936 | null | cs.MM cs.AI cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Diffusion models revolutionize image generation by leveraging natural
language to guide the creation of multimedia content. Despite significant
advancements in such generative models, challenges persist in depicting
detailed human-object interactions, especially regarding pose and object
placement accuracy. We introd... | [
{
"created": "Thu, 25 Jul 2024 10:06:26 GMT",
"version": "v1"
}
] | 2024-07-26 | [
[
"Jiang-Lin",
"Jian-Yu",
""
],
[
"Huang",
"Kang-Yang",
""
],
[
"Lo",
"Ling",
""
],
[
"Huang",
"Yi-Ning",
""
],
[
"Lin",
"Terence",
""
],
[
"Wu",
"Jhih-Ciang",
""
],
[
"Shuai",
"Hong-Han",
""
],
[
"Ch... | Diffusion models revolutionize image generation by leveraging natural language to guide the creation of multimedia content. Despite significant advancements in such generative models, challenges persist in depicting detailed human-object interactions, especially regarding pose and object placement accuracy. We introduc... |
2311.03792 | Shrestha Datta | Jakir Hasan, Shrestha Datta, Ameya Debnath | Character-Level Bangla Text-to-IPA Transcription Using Transformer
Architecture with Sequence Alignment | Achieved top position with a word error rate of 0.10582 in the public
ranking of DataVerse Challenge - ITVerse 2023 (link:
https://www.kaggle.com/competitions/dataverse_2023/). All codes can be found
on the respective competition webpage | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | The International Phonetic Alphabet (IPA) is indispensable in language
learning and understanding, aiding users in accurate pronunciation and
comprehension. Additionally, it plays a pivotal role in speech therapy,
linguistic research, accurate transliteration, and the development of
text-to-speech systems, making it ... | [
{
"created": "Tue, 7 Nov 2023 08:20:06 GMT",
"version": "v1"
}
] | 2023-11-08 | [
[
"Hasan",
"Jakir",
""
],
[
"Datta",
"Shrestha",
""
],
[
"Debnath",
"Ameya",
""
]
] | The International Phonetic Alphabet (IPA) is indispensable in language learning and understanding, aiding users in accurate pronunciation and comprehension. Additionally, it plays a pivotal role in speech therapy, linguistic research, accurate transliteration, and the development of text-to-speech systems, making it an... |
2307.10710 | Litian Liang | Zhiao Huang, Litian Liang, Zhan Ling, Xuanlin Li, Chuang Gan, Hao Su | Reparameterized Policy Learning for Multimodal Trajectory Optimization | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | We investigate the challenge of parametrizing policies for reinforcement
learning (RL) in high-dimensional continuous action spaces. Our objective is to
develop a multimodal policy that overcomes limitations inherent in the
commonly-used Gaussian parameterization. To achieve this, we propose a
principled framework th... | [
{
"created": "Thu, 20 Jul 2023 09:05:46 GMT",
"version": "v1"
}
] | 2023-07-21 | [
[
"Huang",
"Zhiao",
""
],
[
"Liang",
"Litian",
""
],
[
"Ling",
"Zhan",
""
],
[
"Li",
"Xuanlin",
""
],
[
"Gan",
"Chuang",
""
],
[
"Su",
"Hao",
""
]
] | We investigate the challenge of parametrizing policies for reinforcement learning (RL) in high-dimensional continuous action spaces. Our objective is to develop a multimodal policy that overcomes limitations inherent in the commonly-used Gaussian parameterization. To achieve this, we propose a principled framework that... |
2011.10684 | Haozhe Feng | Hao-Zhe Feng, Kezhi Kong, Minghao Chen, Tianye Zhang, Minfeng Zhu, Wei
Chen | SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO
Approximations | 12 pages, 6 figures, Accepted for presentation at AAAI2021 | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Semi-supervised variational autoencoders (VAEs) have obtained strong results,
but have also encountered the challenge that good ELBO values do not always
imply accurate inference results. In this paper, we investigate and propose two
causes of this problem: (1) The ELBO objective cannot utilize the label
information ... | [
{
"created": "Sat, 21 Nov 2020 00:38:31 GMT",
"version": "v1"
},
{
"created": "Wed, 2 Dec 2020 09:27:54 GMT",
"version": "v2"
},
{
"created": "Thu, 3 Dec 2020 07:44:59 GMT",
"version": "v3"
},
{
"created": "Tue, 8 Dec 2020 07:04:44 GMT",
"version": "v4"
}
] | 2020-12-09 | [
[
"Feng",
"Hao-Zhe",
""
],
[
"Kong",
"Kezhi",
""
],
[
"Chen",
"Minghao",
""
],
[
"Zhang",
"Tianye",
""
],
[
"Zhu",
"Minfeng",
""
],
[
"Chen",
"Wei",
""
]
] | Semi-supervised variational autoencoders (VAEs) have obtained strong results, but have also encountered the challenge that good ELBO values do not always imply accurate inference results. In this paper, we investigate and propose two causes of this problem: (1) The ELBO objective cannot utilize the label information di... |
1507.08240 | Yajie Miao | Yajie Miao, Mohammad Gowayyed, Florian Metze | EESEN: End-to-End Speech Recognition using Deep RNN Models and
WFST-based Decoding | null | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The performance of automatic speech recognition (ASR) has improved
tremendously due to the application of deep neural networks (DNNs). Despite
this progress, building a new ASR system remains a challenging task, requiring
various resources, multiple training stages and significant expertise. This
paper presents our E... | [
{
"created": "Wed, 29 Jul 2015 17:53:50 GMT",
"version": "v1"
},
{
"created": "Tue, 13 Oct 2015 21:03:34 GMT",
"version": "v2"
},
{
"created": "Sun, 18 Oct 2015 20:35:52 GMT",
"version": "v3"
}
] | 2015-10-20 | [
[
"Miao",
"Yajie",
""
],
[
"Gowayyed",
"Mohammad",
""
],
[
"Metze",
"Florian",
""
]
] | The performance of automatic speech recognition (ASR) has improved tremendously due to the application of deep neural networks (DNNs). Despite this progress, building a new ASR system remains a challenging task, requiring various resources, multiple training stages and significant expertise. This paper presents our Ees... |
1904.04749 | Lucas Gren | Lucas Gren | Social Influence in Agile Requirements Engineering | null | Work in Progress Session held in connection with the 43rd
Euromicro Conference on Software Engineering and Advanced Applications
(SEAA), 2017 | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Agile requirements engineering implies more complex communication patterns
since even the developers are supposed to have direct contact with customers.
With more face-to-face communication comes social-psychological factors
influencing the requirements. Studies have pointed at the importance of
negotiation training,... | [
{
"created": "Fri, 5 Apr 2019 18:47:47 GMT",
"version": "v1"
}
] | 2019-04-10 | [
[
"Gren",
"Lucas",
""
]
] | Agile requirements engineering implies more complex communication patterns since even the developers are supposed to have direct contact with customers. With more face-to-face communication comes social-psychological factors influencing the requirements. Studies have pointed at the importance of negotiation training, b... |
0807.1372 | Danilo Silva | Danilo Silva, Frank R. Kschischang, Ralf K\"otter | Communication over Finite-Field Matrix Channels | 24 pages, to be published at the IEEE Transactions on Information
Theory | IEEE Transactions on Information Theory, vol. 56, no. 3, pp.
1296-1305, Mar. 2010 | 10.1109/TIT.2009.2039167 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper is motivated by the problem of error control in network coding
when errors are introduced in a random fashion (rather than chosen by an
adversary). An additive-multiplicative matrix channel is considered as a model
for random network coding. The model assumes that n packets of length m are
transmitted over... | [
{
"created": "Wed, 9 Jul 2008 04:25:44 GMT",
"version": "v1"
},
{
"created": "Tue, 7 Jul 2009 01:57:55 GMT",
"version": "v2"
},
{
"created": "Fri, 11 Sep 2009 09:18:44 GMT",
"version": "v3"
},
{
"created": "Mon, 14 Sep 2009 13:08:21 GMT",
"version": "v4"
}
] | 2019-05-07 | [
[
"Silva",
"Danilo",
""
],
[
"Kschischang",
"Frank R.",
""
],
[
"Kötter",
"Ralf",
""
]
] | This paper is motivated by the problem of error control in network coding when errors are introduced in a random fashion (rather than chosen by an adversary). An additive-multiplicative matrix channel is considered as a model for random network coding. The model assumes that n packets of length m are transmitted over t... |
2106.05227 | Pardis Emami-Naeini | Pardis Emami-Naeini, Tiona Francisco, Tadayoshi Kohno, Franziska
Roesner | Understanding Privacy Attitudes and Concerns Towards Remote
Communications During the COVID-19 Pandemic | To appear at the 17th Symposium on Usable Privacy and Security
(SOUPS'21) | null | null | null | cs.CY cs.CR cs.HC cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Since December 2019, the COVID-19 pandemic has caused people around the world
to exercise social distancing, which has led to an abrupt rise in the adoption
of remote communications for working, socializing, and learning from home. As
remote communications will outlast the pandemic, it is crucial to protect
users' se... | [
{
"created": "Wed, 9 Jun 2021 17:17:06 GMT",
"version": "v1"
}
] | 2021-06-10 | [
[
"Emami-Naeini",
"Pardis",
""
],
[
"Francisco",
"Tiona",
""
],
[
"Kohno",
"Tadayoshi",
""
],
[
"Roesner",
"Franziska",
""
]
] | Since December 2019, the COVID-19 pandemic has caused people around the world to exercise social distancing, which has led to an abrupt rise in the adoption of remote communications for working, socializing, and learning from home. As remote communications will outlast the pandemic, it is crucial to protect users' secu... |
1009.0896 | Farnood Merrikh-Bayat | Farnood Merrikh-Bayat and Saeed Bagheri Shouraki | Memristor Crossbar-based Hardware Implementation of Fuzzy Membership
Functions | 5 pages, 5 figures, Submitted to ICCAE 2011 conference | null | null | null | cs.NE cs.AI cs.AR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In May 1, 2008, researchers at Hewlett Packard (HP) announced the first
physical realization of a fundamental circuit element called memristor that
attracted so much interest worldwide. This newly found element can easily be
combined with crossbar interconnect technology which this new structure has
opened a new fiel... | [
{
"created": "Sun, 5 Sep 2010 07:46:47 GMT",
"version": "v1"
}
] | 2010-09-07 | [
[
"Merrikh-Bayat",
"Farnood",
""
],
[
"Shouraki",
"Saeed Bagheri",
""
]
] | In May 1, 2008, researchers at Hewlett Packard (HP) announced the first physical realization of a fundamental circuit element called memristor that attracted so much interest worldwide. This newly found element can easily be combined with crossbar interconnect technology which this new structure has opened a new field ... |
1812.10896 | Hoang-Quoc Nguyen-Son | Hoang-Quoc Nguyen-Son, Ngoc-Dung T. Tieu, Huy H. Nguyen, Junichi
Yamagishi, and Isao Echizen | Identifying Computer-Translated Paragraphs using Coherence Features | 9 pages, PACLIC 2018 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We have developed a method for extracting the coherence features from a
paragraph by matching similar words in its sentences. We conducted an
experiment with a parallel German corpus containing 2000 human-created and 2000
machine-translated paragraphs. The result showed that our method achieved the
best performance (... | [
{
"created": "Fri, 28 Dec 2018 05:35:31 GMT",
"version": "v1"
}
] | 2018-12-31 | [
[
"Nguyen-Son",
"Hoang-Quoc",
""
],
[
"Tieu",
"Ngoc-Dung T.",
""
],
[
"Nguyen",
"Huy H.",
""
],
[
"Yamagishi",
"Junichi",
""
],
[
"Echizen",
"Isao",
""
]
] | We have developed a method for extracting the coherence features from a paragraph by matching similar words in its sentences. We conducted an experiment with a parallel German corpus containing 2000 human-created and 2000 machine-translated paragraphs. The result showed that our method achieved the best performance (ac... |
1405.5336 | Mingyue Ji | Mingyue Ji, Giuseppe Caire, Andreas F. Molisch | Fundamental Limits of Caching in Wireless D2D Networks | 45 pages, 5 figures, Submitted to IEEE Transactions on Information
Theory, This is the extended version of the conference (ITW) paper
arXiv:1304.5856 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We consider a wireless Device-to-Device (D2D) network where communication is
restricted to be single-hop. Users make arbitrary requests from a finite
library of files and have pre-cached information on their devices, subject to a
per-node storage capacity constraint. A similar problem has already been
considered in a... | [
{
"created": "Wed, 21 May 2014 08:55:05 GMT",
"version": "v1"
}
] | 2014-05-22 | [
[
"Ji",
"Mingyue",
""
],
[
"Caire",
"Giuseppe",
""
],
[
"Molisch",
"Andreas F.",
""
]
] | We consider a wireless Device-to-Device (D2D) network where communication is restricted to be single-hop. Users make arbitrary requests from a finite library of files and have pre-cached information on their devices, subject to a per-node storage capacity constraint. A similar problem has already been considered in an ... |
2012.09259 | Ajinkya Tejankar | Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai, Paolo
Favaro, and Hamed Pirsiavash | ISD: Self-Supervised Learning by Iterative Similarity Distillation | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Recently, contrastive learning has achieved great results in self-supervised
learning, where the main idea is to push two augmentations of an image
(positive pairs) closer compared to other random images (negative pairs). We
argue that not all random images are equal. Hence, we introduce a self
supervised learning al... | [
{
"created": "Wed, 16 Dec 2020 20:50:17 GMT",
"version": "v1"
},
{
"created": "Mon, 10 May 2021 14:20:59 GMT",
"version": "v2"
},
{
"created": "Fri, 10 Sep 2021 15:06:27 GMT",
"version": "v3"
}
] | 2021-09-13 | [
[
"Tejankar",
"Ajinkya",
""
],
[
"Koohpayegani",
"Soroush Abbasi",
""
],
[
"Pillai",
"Vipin",
""
],
[
"Favaro",
"Paolo",
""
],
[
"Pirsiavash",
"Hamed",
""
]
] | Recently, contrastive learning has achieved great results in self-supervised learning, where the main idea is to push two augmentations of an image (positive pairs) closer compared to other random images (negative pairs). We argue that not all random images are equal. Hence, we introduce a self supervised learning algo... |
2011.11579 | Megan Johnson | Megan Johnson, Jae-Hun Jung | The Interconnectivity Vector: A Finite-Dimensional Vector Representation
of Persistent Homology | 28 pages, 20 figures | null | null | null | cs.CG cs.LG | http://creativecommons.org/licenses/by/4.0/ | Persistent Homology (PH) is a useful tool to study the underlying structure
of a data set. Persistence Diagrams (PDs), which are 2D multisets of points,
are a concise summary of the information found by studying the PH of a data
set. However, PDs are difficult to incorporate into a typical machine learning
workflow. ... | [
{
"created": "Mon, 23 Nov 2020 17:43:06 GMT",
"version": "v1"
}
] | 2020-11-24 | [
[
"Johnson",
"Megan",
""
],
[
"Jung",
"Jae-Hun",
""
]
] | Persistent Homology (PH) is a useful tool to study the underlying structure of a data set. Persistence Diagrams (PDs), which are 2D multisets of points, are a concise summary of the information found by studying the PH of a data set. However, PDs are difficult to incorporate into a typical machine learning workflow. To... |
2204.05176 | Arushi Jain | Arushi Jain, Sharan Vaswani, Reza Babanezhad, Csaba Szepesvari, Doina
Precup | Towards Painless Policy Optimization for Constrained MDPs | Paper under submission. 27 pages, 12 figures | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study policy optimization in an infinite horizon, $\gamma$-discounted
constrained Markov decision process (CMDP). Our objective is to return a policy
that achieves large expected reward with a small constraint violation. We
consider the online setting with linear function approximation and assume
global access to ... | [
{
"created": "Mon, 11 Apr 2022 15:08:09 GMT",
"version": "v1"
}
] | 2022-04-12 | [
[
"Jain",
"Arushi",
""
],
[
"Vaswani",
"Sharan",
""
],
[
"Babanezhad",
"Reza",
""
],
[
"Szepesvari",
"Csaba",
""
],
[
"Precup",
"Doina",
""
]
] | We study policy optimization in an infinite horizon, $\gamma$-discounted constrained Markov decision process (CMDP). Our objective is to return a policy that achieves large expected reward with a small constraint violation. We consider the online setting with linear function approximation and assume global access to th... |
2110.09508 | Ekta Gavas | Ekta Gavas and Kaustubh Olpadkar | Deep CNNs for Peripheral Blood Cell Classification | 20 pages, 14 figures, Submitted at MIDL 2021 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The application of machine learning techniques to the medical domain is
especially challenging due to the required level of precision and the
incurrence of huge risks of minute errors. Employing these techniques to a more
complex subdomain of hematological diagnosis seems quite promising, with
automatic identificatio... | [
{
"created": "Mon, 18 Oct 2021 17:56:07 GMT",
"version": "v1"
}
] | 2021-10-19 | [
[
"Gavas",
"Ekta",
""
],
[
"Olpadkar",
"Kaustubh",
""
]
] | The application of machine learning techniques to the medical domain is especially challenging due to the required level of precision and the incurrence of huge risks of minute errors. Employing these techniques to a more complex subdomain of hematological diagnosis seems quite promising, with automatic identification ... |
1811.11881 | Karthik Abinav Sankararaman | Nicole Immorlica and Karthik Abinav Sankararaman and Robert Schapire
and Aleksandrs Slivkins | Adversarial Bandits with Knapsacks | The extended abstract appeared in FOCS 2019. The definitive version
was published in JACM '22. V8 is the latest version with all technical
changes. Subsequent versions fixes minor LATEX presentation issues | null | null | null | cs.DS cs.LG stat.ML | http://creativecommons.org/licenses/by/4.0/ | We consider Bandits with Knapsacks (henceforth, BwK), a general model for
multi-armed bandits under supply/budget constraints. In particular, a bandit
algorithm needs to solve a well-known knapsack problem: find an optimal packing
of items into a limited-size knapsack. The BwK problem is a common
generalization of nu... | [
{
"created": "Wed, 28 Nov 2018 23:43:11 GMT",
"version": "v1"
},
{
"created": "Mon, 6 Feb 2023 01:43:48 GMT",
"version": "v10"
},
{
"created": "Tue, 7 Mar 2023 04:06:03 GMT",
"version": "v11"
},
{
"created": "Wed, 19 Dec 2018 02:13:00 GMT",
"version": "v2"
},
{
"c... | 2023-03-08 | [
[
"Immorlica",
"Nicole",
""
],
[
"Sankararaman",
"Karthik Abinav",
""
],
[
"Schapire",
"Robert",
""
],
[
"Slivkins",
"Aleksandrs",
""
]
] | We consider Bandits with Knapsacks (henceforth, BwK), a general model for multi-armed bandits under supply/budget constraints. In particular, a bandit algorithm needs to solve a well-known knapsack problem: find an optimal packing of items into a limited-size knapsack. The BwK problem is a common generalization of nume... |
1712.09726 | Sanaullah Manzoor | Sanaullah Manzoor, Ghulam Abbas, Masroor Hussain | CHOKeD: A Fair Active Queue Management System | MS thesis | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fairness is the significant factor to sustain best effort delivery of network
services. Now-a-days, real-time multimedia applications have evolved largely
over the Internet. Most of multimedia services are unresponsive during network
congestion. Unresponsive traffic streams steal most network bandwidth and
starve out... | [
{
"created": "Sat, 23 Dec 2017 10:06:58 GMT",
"version": "v1"
}
] | 2017-12-29 | [
[
"Manzoor",
"Sanaullah",
""
],
[
"Abbas",
"Ghulam",
""
],
[
"Hussain",
"Masroor",
""
]
] | Fairness is the significant factor to sustain best effort delivery of network services. Now-a-days, real-time multimedia applications have evolved largely over the Internet. Most of multimedia services are unresponsive during network congestion. Unresponsive traffic streams steal most network bandwidth and starve out s... |
2202.05983 | Kailas Vodrahalli | Kailas Vodrahalli, Tobias Gerstenberg, and James Zou | Uncalibrated Models Can Improve Human-AI Collaboration | 21 pages, 12 figures, NeurIPS 2022 | null | null | null | cs.AI cs.CV cs.HC cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In many practical applications of AI, an AI model is used as a decision aid
for human users. The AI provides advice that a human (sometimes) incorporates
into their decision-making process. The AI advice is often presented with some
measure of "confidence" that the human can use to calibrate how much they
depend on o... | [
{
"created": "Sat, 12 Feb 2022 04:51:00 GMT",
"version": "v1"
},
{
"created": "Wed, 1 Jun 2022 22:25:53 GMT",
"version": "v2"
},
{
"created": "Fri, 28 Oct 2022 01:43:51 GMT",
"version": "v3"
}
] | 2022-10-31 | [
[
"Vodrahalli",
"Kailas",
""
],
[
"Gerstenberg",
"Tobias",
""
],
[
"Zou",
"James",
""
]
] | In many practical applications of AI, an AI model is used as a decision aid for human users. The AI provides advice that a human (sometimes) incorporates into their decision-making process. The AI advice is often presented with some measure of "confidence" that the human can use to calibrate how much they depend on or ... |
2009.08636 | Jihyeon Roh | Jihyeon Roh, Huiseong Gim, Soo-Young Lee | Hierarchical GPT with Congruent Transformers for Multi-Sentence Language
Models | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We report a GPT-based multi-sentence language model for dialogue generation
and document understanding. First, we propose a hierarchical GPT which consists
of three blocks, i.e., a sentence encoding block, a sentence generating block,
and a sentence decoding block. The sentence encoding and decoding blocks are
basica... | [
{
"created": "Fri, 18 Sep 2020 05:55:37 GMT",
"version": "v1"
}
] | 2020-09-21 | [
[
"Roh",
"Jihyeon",
""
],
[
"Gim",
"Huiseong",
""
],
[
"Lee",
"Soo-Young",
""
]
] | We report a GPT-based multi-sentence language model for dialogue generation and document understanding. First, we propose a hierarchical GPT which consists of three blocks, i.e., a sentence encoding block, a sentence generating block, and a sentence decoding block. The sentence encoding and decoding blocks are basicall... |
1501.01905 | Unai Ugalde | U. Ugalde, J. Anduaga, F. Martinez and A. Iturrospe | SHM method for damage localization based on substructuring and VARX
models | null | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A novel damage localization method is proposed, which is based on a
substructuring approach and makes use of Vector Auto-Regressive with eXogenous
input (VARX) models. The substructuring approach aims to divide the monitored
structure into several multi-DOF isolated substructures. Later, each individual
substructure ... | [
{
"created": "Thu, 8 Jan 2015 17:22:31 GMT",
"version": "v1"
}
] | 2015-01-09 | [
[
"Ugalde",
"U.",
""
],
[
"Anduaga",
"J.",
""
],
[
"Martinez",
"F.",
""
],
[
"Iturrospe",
"A.",
""
]
] | A novel damage localization method is proposed, which is based on a substructuring approach and makes use of Vector Auto-Regressive with eXogenous input (VARX) models. The substructuring approach aims to divide the monitored structure into several multi-DOF isolated substructures. Later, each individual substructure is... |
2309.05076 | Maximilian Croissant | Maximilian Croissant, Madeleine Frister, Guy Schofield, Cade McCall | An Appraisal-Based Chain-Of-Emotion Architecture for Affective Language
Model Game Agents | null | null | null | null | cs.AI cs.CL cs.HC | http://creativecommons.org/licenses/by/4.0/ | The development of believable, natural, and interactive digital artificial
agents is a field of growing interest. Theoretical uncertainties and technical
barriers present considerable challenges to the field, particularly with
regards to developing agents that effectively simulate human emotions. Large
language model... | [
{
"created": "Sun, 10 Sep 2023 16:55:49 GMT",
"version": "v1"
}
] | 2023-09-12 | [
[
"Croissant",
"Maximilian",
""
],
[
"Frister",
"Madeleine",
""
],
[
"Schofield",
"Guy",
""
],
[
"McCall",
"Cade",
""
]
] | The development of believable, natural, and interactive digital artificial agents is a field of growing interest. Theoretical uncertainties and technical barriers present considerable challenges to the field, particularly with regards to developing agents that effectively simulate human emotions. Large language models ... |
1905.08205 | Jiaqi Guo | Jiaqi Guo, Zecheng Zhan, Yan Gao, Yan Xiao, Jian-Guang Lou, Ting Liu,
Dongmei Zhang | Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate
Representation | To appear in ACL 2019 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a neural approach called IRNet for complex and cross-domain
Text-to-SQL. IRNet aims to address two challenges: 1) the mismatch between
intents expressed in natural language (NL) and the implementation details in
SQL; 2) the challenge in predicting columns caused by the large number of
out-of-domain words. ... | [
{
"created": "Mon, 20 May 2019 16:44:00 GMT",
"version": "v1"
},
{
"created": "Wed, 29 May 2019 02:50:00 GMT",
"version": "v2"
}
] | 2019-05-30 | [
[
"Guo",
"Jiaqi",
""
],
[
"Zhan",
"Zecheng",
""
],
[
"Gao",
"Yan",
""
],
[
"Xiao",
"Yan",
""
],
[
"Lou",
"Jian-Guang",
""
],
[
"Liu",
"Ting",
""
],
[
"Zhang",
"Dongmei",
""
]
] | We present a neural approach called IRNet for complex and cross-domain Text-to-SQL. IRNet aims to address two challenges: 1) the mismatch between intents expressed in natural language (NL) and the implementation details in SQL; 2) the challenge in predicting columns caused by the large number of out-of-domain words. In... |
1506.06668 | Yoichi Ochiai Prof. | Yoichi Ochiai, Kota Kumagai, Takayuki Hoshi, Jun Rekimoto, Satoshi
Hasegawa, and Yoshio Hayasaki | Fairy Lights in Femtoseconds: Aerial and Volumetric Graphics Rendered by
Focused Femtosecond Laser Combined with Computational Holographic Fields | null | null | null | null | cs.GR cs.HC physics.optics | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a method of rendering aerial and volumetric graphics using
femtosecond lasers. A high-intensity laser excites a physical matter to emit
light at an arbitrary 3D position. Popular applications can then be explored
especially since plasma induced by a femtosecond laser is safer than that
generated by a nanos... | [
{
"created": "Mon, 22 Jun 2015 16:20:34 GMT",
"version": "v1"
}
] | 2015-06-23 | [
[
"Ochiai",
"Yoichi",
""
],
[
"Kumagai",
"Kota",
""
],
[
"Hoshi",
"Takayuki",
""
],
[
"Rekimoto",
"Jun",
""
],
[
"Hasegawa",
"Satoshi",
""
],
[
"Hayasaki",
"Yoshio",
""
]
] | We present a method of rendering aerial and volumetric graphics using femtosecond lasers. A high-intensity laser excites a physical matter to emit light at an arbitrary 3D position. Popular applications can then be explored especially since plasma induced by a femtosecond laser is safer than that generated by a nanosec... |
1711.05091 | Pawe{\l} Rz\k{a}\.zewski | Micha{\l} D\k{e}bski, Zbigniew Lonc, Pawe{\l} Rz\k{a}\.zewski | Sequences of radius $k$ for complete bipartite graphs | null | Discrete Applied Mathematics 225, pp. 51--63. 2017 | 10.1016/j.dam.2017.03.017 | null | cs.DM math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A \emph{$k$-radius sequence} for a graph $G$ is a sequence of vertices of $G$
(typically with repetitions) such that for every edge $uv$ of $G$ vertices $u$
and $v$ appear at least once within distance $k$ in the sequence. The length of
a shortest $k$-radius sequence for $G$ is denoted by $f_k(G)$. We give an
asympto... | [
{
"created": "Tue, 14 Nov 2017 14:09:59 GMT",
"version": "v1"
}
] | 2017-11-15 | [
[
"Dębski",
"Michał",
""
],
[
"Lonc",
"Zbigniew",
""
],
[
"Rzążewski",
"Paweł",
""
]
] | A \emph{$k$-radius sequence} for a graph $G$ is a sequence of vertices of $G$ (typically with repetitions) such that for every edge $uv$ of $G$ vertices $u$ and $v$ appear at least once within distance $k$ in the sequence. The length of a shortest $k$-radius sequence for $G$ is denoted by $f_k(G)$. We give an asymptoti... |
1312.7118 | Jantawan Bangsuk | Bangsuk Jantawan and Cheng-Fa Tsai | The Development of Educational Quality Administration: a Case of
Technical College in Southern Thailand | null | null | null | null | cs.CY | http://creativecommons.org/licenses/publicdomain/ | The purpose of this research were: to survey the needs of using the
information system for educational quality administration; to develop
Information System for Educational quality Administration (ISEs) in accordance
with quality assessment standard; to study the qualification of ISEs; and to
study satisfaction level... | [
{
"created": "Thu, 26 Dec 2013 15:13:27 GMT",
"version": "v1"
}
] | 2013-12-30 | [
[
"Jantawan",
"Bangsuk",
""
],
[
"Tsai",
"Cheng-Fa",
""
]
] | The purpose of this research were: to survey the needs of using the information system for educational quality administration; to develop Information System for Educational quality Administration (ISEs) in accordance with quality assessment standard; to study the qualification of ISEs; and to study satisfaction level o... |
2311.05665 | Mrutyunjaya Panda | Mrutyunjaya Panda, Soumya Ranjan Mahanta | Explainable artificial intelligence for Healthcare applications using
Random Forest Classifier with LIME and SHAP | Chapter-6: Accepted Book Chapter in: Transparent, Interpretable and
Explainable AI Systems, BK Tripathy & Hari Seetha (Editors), CRC Press, May
2023 | null | null | null | cs.LG cs.AI cs.CY | http://creativecommons.org/licenses/by/4.0/ | With the advances in computationally efficient artificial Intelligence (AI)
techniques and their numerous applications in our everyday life, there is a
pressing need to understand the computational details hidden in black box AI
techniques such as most popular machine learning and deep learning techniques;
through mo... | [
{
"created": "Thu, 9 Nov 2023 11:43:10 GMT",
"version": "v1"
}
] | 2023-11-13 | [
[
"Panda",
"Mrutyunjaya",
""
],
[
"Mahanta",
"Soumya Ranjan",
""
]
] | With the advances in computationally efficient artificial Intelligence (AI) techniques and their numerous applications in our everyday life, there is a pressing need to understand the computational details hidden in black box AI techniques such as most popular machine learning and deep learning techniques; through more... |
1608.03037 | Viorela Ila Dr. | Viorela Ila, Lukas Polok, Marek Solony and Pavel Svoboda | Highly Efficient Compact Pose SLAM with SLAM++ | 21 pages, 10 figures, 4 tables | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Maximum likelihood estimation (MLE) is a well-known estimation method used in
many robotic and computer vision applications. Under Gaussian assumption, the
MLE converts to a nonlinear least squares (NLS) problem. Efficient solutions to
NLS exist and they are based on iteratively solving sparse linear systems until
co... | [
{
"created": "Wed, 10 Aug 2016 04:13:49 GMT",
"version": "v1"
}
] | 2016-08-11 | [
[
"Ila",
"Viorela",
""
],
[
"Polok",
"Lukas",
""
],
[
"Solony",
"Marek",
""
],
[
"Svoboda",
"Pavel",
""
]
] | Maximum likelihood estimation (MLE) is a well-known estimation method used in many robotic and computer vision applications. Under Gaussian assumption, the MLE converts to a nonlinear least squares (NLS) problem. Efficient solutions to NLS exist and they are based on iteratively solving sparse linear systems until conv... |
2208.11836 | Mingqi Shao | Mingqi Shao, Chongkun Xia, Dongxu Duan, Xueqian Wang | Polarimetric Inverse Rendering for Transparent Shapes Reconstruction | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this work, we propose a novel method for the detailed reconstruction of
transparent objects by exploiting polarimetric cues. Most of the existing
methods usually lack sufficient constraints and suffer from the over-smooth
problem. Hence, we introduce polarization information as a complementary cue.
We implicitly r... | [
{
"created": "Thu, 25 Aug 2022 02:52:31 GMT",
"version": "v1"
}
] | 2022-08-26 | [
[
"Shao",
"Mingqi",
""
],
[
"Xia",
"Chongkun",
""
],
[
"Duan",
"Dongxu",
""
],
[
"Wang",
"Xueqian",
""
]
] | In this work, we propose a novel method for the detailed reconstruction of transparent objects by exploiting polarimetric cues. Most of the existing methods usually lack sufficient constraints and suffer from the over-smooth problem. Hence, we introduce polarization information as a complementary cue. We implicitly rep... |
2406.06602 | Run-Xuan Tang | Run-Xuan Tang | Modeling of New Energy Vehicles' Impact on Urban Ecology Focusing on
Behavior | 13 pages | null | null | null | cs.LG cs.SY eess.SY stat.AP | http://creativecommons.org/licenses/by-nc-nd/4.0/ | The surging demand for new energy vehicles is driven by the imperative to
conserve energy, reduce emissions, and enhance the ecological ambiance. By
conducting behavioral analysis and mining usage patterns of new energy
vehicles, particular patterns can be identified. For instance, overloading the
battery, operating ... | [
{
"created": "Thu, 6 Jun 2024 14:03:52 GMT",
"version": "v1"
}
] | 2024-06-18 | [
[
"Tang",
"Run-Xuan",
""
]
] | The surging demand for new energy vehicles is driven by the imperative to conserve energy, reduce emissions, and enhance the ecological ambiance. By conducting behavioral analysis and mining usage patterns of new energy vehicles, particular patterns can be identified. For instance, overloading the battery, operating wi... |
1609.00017 | Gordon Christie | Gordon Christie, Adam Shoemaker, Kevin Kochersberger, Pratap Tokekar,
Lance McLean, Alexander Leonessa | Radiation Search Operations using Scene Understanding with Autonomous
UAV and UGV | null | null | null | null | cs.RO cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Autonomously searching for hazardous radiation sources requires the ability
of the aerial and ground systems to understand the scene they are scouting. In
this paper, we present systems, algorithms, and experiments to perform
radiation search using unmanned aerial vehicles (UAV) and unmanned ground
vehicles (UGV) by ... | [
{
"created": "Wed, 31 Aug 2016 20:00:46 GMT",
"version": "v1"
}
] | 2016-09-02 | [
[
"Christie",
"Gordon",
""
],
[
"Shoemaker",
"Adam",
""
],
[
"Kochersberger",
"Kevin",
""
],
[
"Tokekar",
"Pratap",
""
],
[
"McLean",
"Lance",
""
],
[
"Leonessa",
"Alexander",
""
]
] | Autonomously searching for hazardous radiation sources requires the ability of the aerial and ground systems to understand the scene they are scouting. In this paper, we present systems, algorithms, and experiments to perform radiation search using unmanned aerial vehicles (UAV) and unmanned ground vehicles (UGV) by em... |
2312.15425 | Shankhanil Mitra | Shankhanil Mitra and Rajiv Soundararajan | Knowledge Guided Semi-Supervised Learning for Quality Assessment of User
Generated Videos | Accepted to 38th AAAI conference on AI (AAAI 24) | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Perceptual quality assessment of user generated content (UGC) videos is
challenging due to the requirement of large scale human annotated videos for
training. In this work, we address this challenge by first designing a
self-supervised Spatio-Temporal Visual Quality Representation Learning
(ST-VQRL) framework to gene... | [
{
"created": "Sun, 24 Dec 2023 07:32:03 GMT",
"version": "v1"
}
] | 2023-12-27 | [
[
"Mitra",
"Shankhanil",
""
],
[
"Soundararajan",
"Rajiv",
""
]
] | Perceptual quality assessment of user generated content (UGC) videos is challenging due to the requirement of large scale human annotated videos for training. In this work, we address this challenge by first designing a self-supervised Spatio-Temporal Visual Quality Representation Learning (ST-VQRL) framework to genera... |
2311.00947 | Hongyang Du | Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Ping Zhang,
Shuguang Cui, Xuemin Shen, Shiwen Mao, Zhu Han, Abbas Jamalipour, H. Vincent
Poor, and Dong In Kim | The Age of Generative AI and AI-Generated Everything | null | null | null | null | cs.NI | http://creativecommons.org/licenses/by/4.0/ | Generative AI (GAI) has emerged as a significant advancement in artificial
intelligence, renowned for its language and image generation capabilities. This
paper presents ``AI-Generated Everything'' (AIGX), a concept that extends GAI
beyond mere content creation to real-time adaptation and control across diverse
techn... | [
{
"created": "Thu, 2 Nov 2023 02:28:40 GMT",
"version": "v1"
}
] | 2023-11-03 | [
[
"Du",
"Hongyang",
""
],
[
"Niyato",
"Dusit",
""
],
[
"Kang",
"Jiawen",
""
],
[
"Xiong",
"Zehui",
""
],
[
"Zhang",
"Ping",
""
],
[
"Cui",
"Shuguang",
""
],
[
"Shen",
"Xuemin",
""
],
[
"Mao",
"Shi... | Generative AI (GAI) has emerged as a significant advancement in artificial intelligence, renowned for its language and image generation capabilities. This paper presents ``AI-Generated Everything'' (AIGX), a concept that extends GAI beyond mere content creation to real-time adaptation and control across diverse technol... |
1404.0605 | John Fearnley | John Fearnley and Rahul Savani | The Complexity of the Simplex Method | null | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The simplex method is a well-studied and widely-used pivoting method for
solving linear programs. When Dantzig originally formulated the simplex method,
he gave a natural pivot rule that pivots into the basis a variable with the
most violated reduced cost. In their seminal work, Klee and Minty showed that
this pivot ... | [
{
"created": "Wed, 2 Apr 2014 16:33:31 GMT",
"version": "v1"
},
{
"created": "Thu, 17 Apr 2014 14:26:37 GMT",
"version": "v2"
}
] | 2014-04-18 | [
[
"Fearnley",
"John",
""
],
[
"Savani",
"Rahul",
""
]
] | The simplex method is a well-studied and widely-used pivoting method for solving linear programs. When Dantzig originally formulated the simplex method, he gave a natural pivot rule that pivots into the basis a variable with the most violated reduced cost. In their seminal work, Klee and Minty showed that this pivot ru... |
2110.06015 | Chiara Boldrini | Kilian Ollivier, Chiara Boldrini, Andrea Passarella, Marco Conti | Structural invariants in individuals language use: the "ego network" of
words | This work was partially funded by the following projects. European
Union's Horizon 2020 research and innovation programme: SoBigData++ (No
871042), HumaneAI-Net (No 952026), MARVEL (No 957337). Italian PON-MISE
program: OK-INSAID project (No ARS01 00917) | In: Aref S. et al. (eds) Social Informatics. SocInfo 2020. Lecture
Notes in Computer Science, vol 12467. Springer, Cham | 10.1007/978-3-030-60975-7_20 | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The cognitive constraints that humans exhibit in their social interactions
have been extensively studied by anthropologists, who have highlighted their
regularities across different types of social networks. We postulate that
similar regularities can be found in other cognitive processes, such as those
involving lang... | [
{
"created": "Tue, 12 Oct 2021 13:59:08 GMT",
"version": "v1"
}
] | 2021-10-13 | [
[
"Ollivier",
"Kilian",
""
],
[
"Boldrini",
"Chiara",
""
],
[
"Passarella",
"Andrea",
""
],
[
"Conti",
"Marco",
""
]
] | The cognitive constraints that humans exhibit in their social interactions have been extensively studied by anthropologists, who have highlighted their regularities across different types of social networks. We postulate that similar regularities can be found in other cognitive processes, such as those involving langua... |
1508.03892 | EPTCS | Dipak L. Chaudhari, Om Damani | Building an IDE for the Calculational Derivation of Imperative Programs | In Proceedings F-IDE 2015, arXiv:1508.03388 | EPTCS 187, 2015, pp. 1-13 | 10.4204/EPTCS.187.1 | null | cs.PL cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we describe an IDE called CAPS (Calculational Assistant for
Programming from Specifications) for the interactive, calculational derivation
of imperative programs. In building CAPS, our aim has been to make the IDE
accessible to non-experts while retaining the overall flavor of the
pen-and-paper calcula... | [
{
"created": "Mon, 17 Aug 2015 01:36:36 GMT",
"version": "v1"
}
] | 2015-08-20 | [
[
"Chaudhari",
"Dipak L.",
""
],
[
"Damani",
"Om",
""
]
] | In this paper, we describe an IDE called CAPS (Calculational Assistant for Programming from Specifications) for the interactive, calculational derivation of imperative programs. In building CAPS, our aim has been to make the IDE accessible to non-experts while retaining the overall flavor of the pen-and-paper calculati... |
2402.17243 | Pavel Petrovi\v{c} | Pavel Petrovi\v{c}, Fedir Agarshev | Spike up Prime Interest in Science and Technology through
Constructionist Games | This work was co-funded by the Horizon-Widera-2021 European Twinning
project TERAIS G.A. n. 101079338 Open Access Data discussed in the article is
available at https://robotika.sk/spike | Proceedings of EDULEARN23 Conference 3rd-5th July 2023, Palma,
Mallorca, Spain, pp. 5562-5570, ISBN: 978-84-09-52151-7 | 10.21125/edulearn.2023.1460 | null | cs.RO cs.HC | http://creativecommons.org/licenses/by/4.0/ | Robotics sets have been successfully used in elementary and secondary schools
in conformance with the 'learning through play' philosophy fostered by LEGO
Education, while utilizing the Constructionism didactic approach. Learners
discover and acquire knowledge through first-hand tangible experiences,
building their ow... | [
{
"created": "Tue, 27 Feb 2024 06:25:00 GMT",
"version": "v1"
}
] | 2024-02-28 | [
[
"Petrovič",
"Pavel",
""
],
[
"Agarshev",
"Fedir",
""
]
] | Robotics sets have been successfully used in elementary and secondary schools in conformance with the 'learning through play' philosophy fostered by LEGO Education, while utilizing the Constructionism didactic approach. Learners discover and acquire knowledge through first-hand tangible experiences, building their own ... |
2307.03610 | Xiao Liang | Kareem A. Eltouny, Wansong Liu, Sibo Tian, Minghui Zheng, and Xiao
Liang | DE-TGN: Uncertainty-Aware Human Motion Forecasting using Deep Ensembles | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Ensuring the safety of human workers in a collaborative environment with
robots is of utmost importance. Although accurate pose prediction models can
help prevent collisions between human workers and robots, they are still
susceptible to critical errors. In this study, we propose a novel approach
called deep ensemble... | [
{
"created": "Fri, 7 Jul 2023 14:05:35 GMT",
"version": "v1"
}
] | 2023-07-10 | [
[
"Eltouny",
"Kareem A.",
""
],
[
"Liu",
"Wansong",
""
],
[
"Tian",
"Sibo",
""
],
[
"Zheng",
"Minghui",
""
],
[
"Liang",
"Xiao",
""
]
] | Ensuring the safety of human workers in a collaborative environment with robots is of utmost importance. Although accurate pose prediction models can help prevent collisions between human workers and robots, they are still susceptible to critical errors. In this study, we propose a novel approach called deep ensembles ... |
1506.02026 | Dor Shaviv | Dor Shaviv, Ayfer Ozgur, Haim Permuter | Can Feedback Increase the Capacity of the Energy Harvesting Channel? | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We investigate if feedback can increase the capacity of an energy harvesting
communication channel where a transmitter powered by an exogenous energy
arrival process and equipped with a finite battery communicates to a receiver
over a memoryless channel. For a simple special case where the energy arrival
process is d... | [
{
"created": "Fri, 5 Jun 2015 19:57:50 GMT",
"version": "v1"
}
] | 2015-06-08 | [
[
"Shaviv",
"Dor",
""
],
[
"Ozgur",
"Ayfer",
""
],
[
"Permuter",
"Haim",
""
]
] | We investigate if feedback can increase the capacity of an energy harvesting communication channel where a transmitter powered by an exogenous energy arrival process and equipped with a finite battery communicates to a receiver over a memoryless channel. For a simple special case where the energy arrival process is det... |
1201.1671 | Taufik Abrao | D\'ecio L. Gazzoni Filho, Taufik Abr\~ao, Marcelo C. Tosin, Francisco
Granziera Jr | Error-Correcting Codes for Reliable Communications in Microgravity
Platforms | 13 pages, 3 figures, paper accepted to be published in International
Journal of Satellite Communications Policy and Management (IJSCPM) ISSN
(Online): 1742-7576 - ISSN (Print): 1742-7568 | null | null | null | cs.IT cs.SY math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The PAANDA experiment was conceived to characterize the acceleration ambient
of a rocket launched microgravity platform, specially the microgravity phase.
The recorded data was transmitted to ground stations, leading to loss of
telemetry information sent during the reentry period. Traditionally, an
error-correcting c... | [
{
"created": "Mon, 9 Jan 2012 00:28:23 GMT",
"version": "v1"
}
] | 2015-03-20 | [
[
"Filho",
"Décio L. Gazzoni",
""
],
[
"Abrão",
"Taufik",
""
],
[
"Tosin",
"Marcelo C.",
""
],
[
"Granziera",
"Francisco",
"Jr"
]
] | The PAANDA experiment was conceived to characterize the acceleration ambient of a rocket launched microgravity platform, specially the microgravity phase. The recorded data was transmitted to ground stations, leading to loss of telemetry information sent during the reentry period. Traditionally, an error-correcting cod... |
2307.11349 | Sourav Sanyal | Sourav Sanyal, Rohan Kumar Manna, and Kaushik Roy | EV-Planner: Energy-Efficient Robot Navigation via Event-Based
Physics-Guided Neuromorphic Planner | accepted for publication at IEEE Robotics and Automation Letters | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Vision-based object tracking is an essential precursor to performing
autonomous aerial navigation in order to avoid obstacles. Biologically inspired
neuromorphic event cameras are emerging as a powerful alternative to
frame-based cameras, due to their ability to asynchronously detect varying
intensities (even in poor... | [
{
"created": "Fri, 21 Jul 2023 04:50:59 GMT",
"version": "v1"
},
{
"created": "Fri, 10 Nov 2023 02:11:13 GMT",
"version": "v2"
},
{
"created": "Tue, 26 Dec 2023 02:29:47 GMT",
"version": "v3"
},
{
"created": "Sat, 30 Dec 2023 05:30:44 GMT",
"version": "v4"
},
{
"c... | 2024-01-04 | [
[
"Sanyal",
"Sourav",
""
],
[
"Manna",
"Rohan Kumar",
""
],
[
"Roy",
"Kaushik",
""
]
] | Vision-based object tracking is an essential precursor to performing autonomous aerial navigation in order to avoid obstacles. Biologically inspired neuromorphic event cameras are emerging as a powerful alternative to frame-based cameras, due to their ability to asynchronously detect varying intensities (even in poor l... |
2306.11763 | Alexander Van Meekeren | Alexander van Meekeren, Maya Aghaei, Klaas Dijkstra | Exploring the Effectiveness of Dataset Synthesis: An application of
Apple Detection in Orchards | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep object detection models have achieved notable successes in recent years,
but one major obstacle remains: the requirement for a large amount of training
data. Obtaining such data is a tedious process and is mainly time consuming,
leading to the exploration of new research avenues like synthetic data
generation te... | [
{
"created": "Tue, 20 Jun 2023 09:46:01 GMT",
"version": "v1"
}
] | 2023-06-22 | [
[
"van Meekeren",
"Alexander",
""
],
[
"Aghaei",
"Maya",
""
],
[
"Dijkstra",
"Klaas",
""
]
] | Deep object detection models have achieved notable successes in recent years, but one major obstacle remains: the requirement for a large amount of training data. Obtaining such data is a tedious process and is mainly time consuming, leading to the exploration of new research avenues like synthetic data generation tech... |
2404.10141 | Aashish Anantha Ramakrishnan | Aashish Anantha Ramakrishnan, Sharon X. Huang and Dongwon Lee | ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis | 23 pages, 9 figures | null | null | null | cs.CV cs.CL cs.MM | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Text-to-Image (T2I) Synthesis has made tremendous strides in enhancing
synthesized image quality, but current datasets evaluate model performance only
on descriptive, instruction-based prompts. Real-world news image captions take
a more pragmatic approach, providing high-level situational and Named-Entity
(NE) inform... | [
{
"created": "Mon, 15 Apr 2024 21:19:10 GMT",
"version": "v1"
}
] | 2024-04-17 | [
[
"Ramakrishnan",
"Aashish Anantha",
""
],
[
"Huang",
"Sharon X.",
""
],
[
"Lee",
"Dongwon",
""
]
] | Text-to-Image (T2I) Synthesis has made tremendous strides in enhancing synthesized image quality, but current datasets evaluate model performance only on descriptive, instruction-based prompts. Real-world news image captions take a more pragmatic approach, providing high-level situational and Named-Entity (NE) informat... |
2302.00152 | Sudip Mittal | Subash Neupane, Ivan A. Fernandez, Wilson Patterson, Sudip Mittal,
Milan Parmar, Shahram Rahimi | TwinExplainer: Explaining Predictions of an Automotive Digital Twin | null | null | null | null | cs.LG cs.AI cs.CY cs.NE | http://creativecommons.org/licenses/by/4.0/ | Vehicles are complex Cyber Physical Systems (CPS) that operate in a variety
of environments, and the likelihood of failure of one or more subsystems, such
as the engine, transmission, brakes, and fuel, can result in unscheduled
downtime and incur high maintenance or repair costs. In order to prevent these
issues, it ... | [
{
"created": "Wed, 1 Feb 2023 00:11:18 GMT",
"version": "v1"
}
] | 2023-02-02 | [
[
"Neupane",
"Subash",
""
],
[
"Fernandez",
"Ivan A.",
""
],
[
"Patterson",
"Wilson",
""
],
[
"Mittal",
"Sudip",
""
],
[
"Parmar",
"Milan",
""
],
[
"Rahimi",
"Shahram",
""
]
] | Vehicles are complex Cyber Physical Systems (CPS) that operate in a variety of environments, and the likelihood of failure of one or more subsystems, such as the engine, transmission, brakes, and fuel, can result in unscheduled downtime and incur high maintenance or repair costs. In order to prevent these issues, it is... |
1806.05749 | Tanner Fiez | Lillian J. Ratliff and Tanner Fiez | Adaptive Incentive Design | null | null | null | null | cs.GT cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We apply control theoretic and optimization techniques to adaptively design
incentives. In particular, we consider the problem of a planner with an
objective that depends on data from strategic decision makers. The planner does
not know the process by which the strategic agents make decisions. Under the
assumption th... | [
{
"created": "Thu, 14 Jun 2018 21:48:16 GMT",
"version": "v1"
}
] | 2018-06-18 | [
[
"Ratliff",
"Lillian J.",
""
],
[
"Fiez",
"Tanner",
""
]
] | We apply control theoretic and optimization techniques to adaptively design incentives. In particular, we consider the problem of a planner with an objective that depends on data from strategic decision makers. The planner does not know the process by which the strategic agents make decisions. Under the assumption that... |
1901.02949 | Yea Seul Kim | Yea-Seul Kim, Logan A Walls, Peter Krafft, Jessica Hullman | A Bayesian Cognition Approach to Improve Data Visualization | null | null | 10.1145/3290605.3300912 | null | cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | People naturally bring their prior beliefs to bear on how they interpret the
new information, yet few formal models exist for accounting for the influence
of users' prior beliefs in interactions with data presentations like
visualizations. We demonstrate a Bayesian cognitive model for understanding how
people interpr... | [
{
"created": "Wed, 9 Jan 2019 22:08:50 GMT",
"version": "v1"
}
] | 2019-01-11 | [
[
"Kim",
"Yea-Seul",
""
],
[
"Walls",
"Logan A",
""
],
[
"Krafft",
"Peter",
""
],
[
"Hullman",
"Jessica",
""
]
] | People naturally bring their prior beliefs to bear on how they interpret the new information, yet few formal models exist for accounting for the influence of users' prior beliefs in interactions with data presentations like visualizations. We demonstrate a Bayesian cognitive model for understanding how people interpret... |
2406.16203 | Hanzi Xu | Hanzi Xu, Renze Lou, Jiangshu Du, Vahid Mahzoon, Elmira Talebianaraki,
Zhuoan Zhou, Elizabeth Garrison, Slobodan Vucetic, Wenpeng Yin | LLMs' Classification Performance is Overclaimed | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In many classification tasks designed for AI or human to solve, gold labels
are typically included within the label space by default, often posed as "which
of the following is correct?" This standard setup has traditionally highlighted
the strong performance of advanced AI, particularly top-performing Large
Language ... | [
{
"created": "Sun, 23 Jun 2024 19:49:10 GMT",
"version": "v1"
},
{
"created": "Sat, 29 Jun 2024 11:45:17 GMT",
"version": "v2"
},
{
"created": "Wed, 3 Jul 2024 13:18:50 GMT",
"version": "v3"
}
] | 2024-07-04 | [
[
"Xu",
"Hanzi",
""
],
[
"Lou",
"Renze",
""
],
[
"Du",
"Jiangshu",
""
],
[
"Mahzoon",
"Vahid",
""
],
[
"Talebianaraki",
"Elmira",
""
],
[
"Zhou",
"Zhuoan",
""
],
[
"Garrison",
"Elizabeth",
""
],
[
"Vu... | In many classification tasks designed for AI or human to solve, gold labels are typically included within the label space by default, often posed as "which of the following is correct?" This standard setup has traditionally highlighted the strong performance of advanced AI, particularly top-performing Large Language Mo... |
1712.02547 | Yunlong Wang | Yunlong Wang, Lingdan Wu, Jan-Philipp Lange, Ahmed Fadhil, Harald
Reiterer | Persuasive Technology in Reducing Prolonged Sedentary Behavior at Work:
A Systematic Review | null | Smart Health 7-8 (2018) 19-30 | 10.1016/j.smhl.2018.05.002 | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Prolonged sedentary behavior is prevalent among office workers and has been
found to be detrimental to health. Preventing and reducing prolonged sedentary
behavior require interventions, and persuasive technology is expected to make a
contribution in this domain. In this paper, we use the framework of persuasive
syst... | [
{
"created": "Thu, 7 Dec 2017 09:29:38 GMT",
"version": "v1"
},
{
"created": "Wed, 23 May 2018 17:13:27 GMT",
"version": "v2"
},
{
"created": "Thu, 11 Oct 2018 19:19:07 GMT",
"version": "v3"
}
] | 2018-10-15 | [
[
"Wang",
"Yunlong",
""
],
[
"Wu",
"Lingdan",
""
],
[
"Lange",
"Jan-Philipp",
""
],
[
"Fadhil",
"Ahmed",
""
],
[
"Reiterer",
"Harald",
""
]
] | Prolonged sedentary behavior is prevalent among office workers and has been found to be detrimental to health. Preventing and reducing prolonged sedentary behavior require interventions, and persuasive technology is expected to make a contribution in this domain. In this paper, we use the framework of persuasive system... |
1304.6450 | Ton Kloks | Wing-Kai Hon and Ton Kloks and Hsiang Hsuan Liu and Sheung-Hung Poon
and Yue-Li Wang | On independence domination | null | null | null | null | cs.DM math.CO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Let G be a graph. The independence-domination number is the maximum over all
independent sets I in G of the minimal number of vertices needed to dominate I.
In this paper we investigate the computational complexity of independence
domination for graphs in several graph classes related to cographs. We present
an exact... | [
{
"created": "Wed, 24 Apr 2013 00:21:35 GMT",
"version": "v1"
}
] | 2013-04-25 | [
[
"Hon",
"Wing-Kai",
""
],
[
"Kloks",
"Ton",
""
],
[
"Liu",
"Hsiang Hsuan",
""
],
[
"Poon",
"Sheung-Hung",
""
],
[
"Wang",
"Yue-Li",
""
]
] | Let G be a graph. The independence-domination number is the maximum over all independent sets I in G of the minimal number of vertices needed to dominate I. In this paper we investigate the computational complexity of independence domination for graphs in several graph classes related to cographs. We present an exact e... |
1306.1955 | Alexey Markov | Alexander Barabanov, Maxim Grishin and Alexey Markov | The Formal Metabasis For Conformity Assessment of Information Security
Software and Hardware | Keywords: information security, information protection, information
security tools, certification, conformity assessment, security testing | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | An approach to the development of security test procedures for information
security controls is presented. The recommendations for optimizing the test
procedure are obtained
| [
{
"created": "Sat, 8 Jun 2013 20:25:58 GMT",
"version": "v1"
}
] | 2013-06-11 | [
[
"Barabanov",
"Alexander",
""
],
[
"Grishin",
"Maxim",
""
],
[
"Markov",
"Alexey",
""
]
] | An approach to the development of security test procedures for information security controls is presented. The recommendations for optimizing the test procedure are obtained |
2010.12662 | Yunjie Zhang | Yunjie Zhang, Fei Tao, Xudong Liu, Runze Su, Xiaorong Mei, Weicong
Ding, Zhichen Zhao, Lei Yuan, Ji Liu | Short Video-based Advertisements Evaluation System: Self-Organizing
Learning Approach | Submitting to ICASSP 2021 | null | null | null | cs.MM cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the rising of short video apps, such as TikTok, Snapchat and Kwai,
advertisement in short-term user-generated videos (UGVs) has become a trending
form of advertising. Prediction of user behavior without specific user profile
is required by advertisers, as they expect to acquire advertisement performance
in advan... | [
{
"created": "Fri, 23 Oct 2020 20:52:24 GMT",
"version": "v1"
}
] | 2020-10-27 | [
[
"Zhang",
"Yunjie",
""
],
[
"Tao",
"Fei",
""
],
[
"Liu",
"Xudong",
""
],
[
"Su",
"Runze",
""
],
[
"Mei",
"Xiaorong",
""
],
[
"Ding",
"Weicong",
""
],
[
"Zhao",
"Zhichen",
""
],
[
"Yuan",
"Lei",
... | With the rising of short video apps, such as TikTok, Snapchat and Kwai, advertisement in short-term user-generated videos (UGVs) has become a trending form of advertising. Prediction of user behavior without specific user profile is required by advertisers, as they expect to acquire advertisement performance in advance... |
2311.07066 | Meizhi Zhong | Meizhi Zhong, Lemao Liu, Kehai Chen, Mingming Yang, Min Zhang | Context Consistency between Training and Testing in Simultaneous Machine
Translation | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Simultaneous Machine Translation (SiMT) aims to yield a real-time partial
translation with a monotonically growing the source-side context. However,
there is a counterintuitive phenomenon about the context usage between training
and testing: e.g., the wait-k testing model consistently trained with wait-k is
much wors... | [
{
"created": "Mon, 13 Nov 2023 04:11:32 GMT",
"version": "v1"
}
] | 2023-11-14 | [
[
"Zhong",
"Meizhi",
""
],
[
"Liu",
"Lemao",
""
],
[
"Chen",
"Kehai",
""
],
[
"Yang",
"Mingming",
""
],
[
"Zhang",
"Min",
""
]
] | Simultaneous Machine Translation (SiMT) aims to yield a real-time partial translation with a monotonically growing the source-side context. However, there is a counterintuitive phenomenon about the context usage between training and testing: e.g., the wait-k testing model consistently trained with wait-k is much worse ... |
2001.01331 | Andrew Lensen | Andrew Lensen, Mengjie Zhang, Bing Xue | Multi-Objective Genetic Programming for Manifold Learning: Balancing
Quality and Dimensionality | 31 pages, pre-print accepted by Genetic Programming and Evolvable
Machines journal | null | 10.1007/s10710-020-09375-4 | null | cs.NE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Manifold learning techniques have become increasingly valuable as data
continues to grow in size. By discovering a lower-dimensional representation
(embedding) of the structure of a dataset, manifold learning algorithms can
substantially reduce the dimensionality of a dataset while preserving as much
information as p... | [
{
"created": "Sun, 5 Jan 2020 23:24:33 GMT",
"version": "v1"
}
] | 2020-01-31 | [
[
"Lensen",
"Andrew",
""
],
[
"Zhang",
"Mengjie",
""
],
[
"Xue",
"Bing",
""
]
] | Manifold learning techniques have become increasingly valuable as data continues to grow in size. By discovering a lower-dimensional representation (embedding) of the structure of a dataset, manifold learning algorithms can substantially reduce the dimensionality of a dataset while preserving as much information as pos... |
2212.09335 | Chen Ju | Chen Ju, Kunhao Zheng, Jinxiang Liu, Peisen Zhao, Ya Zhang, Jianlong
Chang, Yanfeng Wang, Qi Tian | Distilling Vision-Language Pre-training to Collaborate with
Weakly-Supervised Temporal Action Localization | The first two authors share the same contribution | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Weakly-supervised temporal action localization (WTAL) learns to detect and
classify action instances with only category labels. Most methods widely adopt
the off-the-shelf Classification-Based Pre-training (CBP) to generate video
features for action localization. However, the different optimization
objectives between... | [
{
"created": "Mon, 19 Dec 2022 10:02:50 GMT",
"version": "v1"
}
] | 2022-12-20 | [
[
"Ju",
"Chen",
""
],
[
"Zheng",
"Kunhao",
""
],
[
"Liu",
"Jinxiang",
""
],
[
"Zhao",
"Peisen",
""
],
[
"Zhang",
"Ya",
""
],
[
"Chang",
"Jianlong",
""
],
[
"Wang",
"Yanfeng",
""
],
[
"Tian",
"Qi",... | Weakly-supervised temporal action localization (WTAL) learns to detect and classify action instances with only category labels. Most methods widely adopt the off-the-shelf Classification-Based Pre-training (CBP) to generate video features for action localization. However, the different optimization objectives between c... |
2102.11678 | Matej Madeja | Matej Madeja, Jaroslav Porub\"an, Michaela Ba\v{c}\'ikov\'a,
Mat\'u\v{s} Sul\'ir, J\'an Juh\'ar, Sergej Chodarev, Filip Gurb\'a\v{l} | Automating Test Case Identification in Java Open Source Projects on
GitHub | 30 pages, accepted in Computing and Informatics Journal -
http://www.cai.sk, ISSN 2585-8807 | Computing and Informatics 40 (2021) 575-605 | 10.31577/cai_2021_3_575 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Software testing is one of the very important Quality Assurance (QA)
components. A lot of researchers deal with the testing process in terms of
tester motivation and how tests should or should not be written. However, it is
not known from the recommendations how the tests are written in real projects.
In this paper, ... | [
{
"created": "Tue, 23 Feb 2021 13:08:50 GMT",
"version": "v1"
},
{
"created": "Fri, 30 Jul 2021 07:47:23 GMT",
"version": "v2"
}
] | 2022-01-04 | [
[
"Madeja",
"Matej",
""
],
[
"Porubän",
"Jaroslav",
""
],
[
"Bačíková",
"Michaela",
""
],
[
"Sulír",
"Matúš",
""
],
[
"Juhár",
"Ján",
""
],
[
"Chodarev",
"Sergej",
""
],
[
"Gurbáľ",
"Filip",
""
]
] | Software testing is one of the very important Quality Assurance (QA) components. A lot of researchers deal with the testing process in terms of tester motivation and how tests should or should not be written. However, it is not known from the recommendations how the tests are written in real projects. In this paper, th... |
2106.07385 | Jennifer D'Souza | Jennifer D'Souza, S\"oren Auer and Ted Pedersen | SemEval-2021 Task 11: NLPContributionGraph -- Structuring Scholarly NLP
Contributions for a Research Knowledge Graph | 13 pages, 5 figures, 8 tables | Proceedings of the 15th International Workshop on Semantic
Evaluation (SemEval-2021), (pp. 364-376), ACL | 10.18653/v1/2021.semeval-1.44 | null | cs.CL cs.AI cs.DL cs.IR cs.LG | http://creativecommons.org/licenses/by-sa/4.0/ | There is currently a gap between the natural language expression of scholarly
publications and their structured semantic content modeling to enable
intelligent content search. With the volume of research growing exponentially
every year, a search feature operating over semantically structured content is
compelling. T... | [
{
"created": "Thu, 10 Jun 2021 13:43:47 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Jul 2021 09:26:11 GMT",
"version": "v2"
},
{
"created": "Fri, 15 Oct 2021 08:18:56 GMT",
"version": "v3"
}
] | 2021-10-18 | [
[
"D'Souza",
"Jennifer",
""
],
[
"Auer",
"Sören",
""
],
[
"Pedersen",
"Ted",
""
]
] | There is currently a gap between the natural language expression of scholarly publications and their structured semantic content modeling to enable intelligent content search. With the volume of research growing exponentially every year, a search feature operating over semantically structured content is compelling. The... |
1806.10748 | Ayushi Sinha | Ayushi Sinha, Masaru Ishii, Russell H. Taylor, Gregory D. Hager and
Austin Reiter | Towards automatic initialization of registration algorithms using
simulated endoscopy images | 4 pages, 4 figures | null | null | null | cs.CV cs.GR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Registering images from different modalities is an active area of research in
computer aided medical interventions. Several registration algorithms have been
developed, many of which achieve high accuracy. However, these results are
dependent on many factors, including the quality of the extracted features or
segment... | [
{
"created": "Thu, 28 Jun 2018 02:58:25 GMT",
"version": "v1"
}
] | 2018-06-29 | [
[
"Sinha",
"Ayushi",
""
],
[
"Ishii",
"Masaru",
""
],
[
"Taylor",
"Russell H.",
""
],
[
"Hager",
"Gregory D.",
""
],
[
"Reiter",
"Austin",
""
]
] | Registering images from different modalities is an active area of research in computer aided medical interventions. Several registration algorithms have been developed, many of which achieve high accuracy. However, these results are dependent on many factors, including the quality of the extracted features or segmentat... |
2005.10526 | Satyajit Thakor | Hitika Tiwari and Satyajit Thakor | On Characterization of Entropic Vectors at the Boundary of Almost
Entropic Cones | ITW'19 (c) 2019 IEEE. Personal use of this material is permitted.
Permission from IEEE must be obtained for all other uses, in any current or
future media, including reprinting/republishing this material for advertising
or promotional purposes, creating new collective works, for resale or
redistribution to serv... | null | 10.1109/ITW44776.2019.8989116 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The entropy region is a fundamental object in information theory. An outer
bound for the entropy region is defined by a minimal set of Shannon-type
inequalities called elemental inequalities also referred to as the Shannon
region. This paper focuses on characterization of the entropic points at the
boundary of the Sh... | [
{
"created": "Thu, 21 May 2020 08:58:35 GMT",
"version": "v1"
}
] | 2020-05-22 | [
[
"Tiwari",
"Hitika",
""
],
[
"Thakor",
"Satyajit",
""
]
] | The entropy region is a fundamental object in information theory. An outer bound for the entropy region is defined by a minimal set of Shannon-type inequalities called elemental inequalities also referred to as the Shannon region. This paper focuses on characterization of the entropic points at the boundary of the Shan... |
2312.04180 | Qian Xiong | Dandan Qiao, Huaxia Rui, and Qian Xiong | AI and Jobs: Has the Inflection Point Arrived? Evidence from an Online
Labor Platform | 42 pages, 6 figures, 9 tables | null | null | null | cs.AI cs.CY econ.GN q-fin.EC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Artificial intelligence (AI) refers to the ability of machines or software to
mimic or even surpass human intelligence in a given cognitive task. While
humans learn by both induction and deduction, the success of current AI is
rooted in induction, relying on its ability to detect statistical regularities
in task inpu... | [
{
"created": "Thu, 7 Dec 2023 10:06:34 GMT",
"version": "v1"
}
] | 2023-12-08 | [
[
"Qiao",
"Dandan",
""
],
[
"Rui",
"Huaxia",
""
],
[
"Xiong",
"Qian",
""
]
] | Artificial intelligence (AI) refers to the ability of machines or software to mimic or even surpass human intelligence in a given cognitive task. While humans learn by both induction and deduction, the success of current AI is rooted in induction, relying on its ability to detect statistical regularities in task input ... |
1605.00975 | Pushpendra Singh | Pushpendra Singh | Breaking the Limits -- Redefining the Instantaneous Frequency | 12 pages, 15 figures. arXiv admin note: text overlap with
arXiv:1604.04992 | Circuits, Systems, and Signal Processing, 1--22, November 2017 | 10.1007/s00034-017-0719-y | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The Carson and Fry (1937) introduced the concept of variable frequency as a
generalization of the constant frequency. The instantaneous frequency (IF) is
the time derivative of the instantaneous phase and it is well-defined only when
this derivative is positive. If this derivative is negative, the IF creates
problem ... | [
{
"created": "Sat, 9 Apr 2016 04:32:31 GMT",
"version": "v1"
},
{
"created": "Tue, 10 May 2016 09:34:02 GMT",
"version": "v2"
},
{
"created": "Mon, 5 Sep 2016 10:32:59 GMT",
"version": "v3"
}
] | 2017-12-06 | [
[
"Singh",
"Pushpendra",
""
]
] | The Carson and Fry (1937) introduced the concept of variable frequency as a generalization of the constant frequency. The instantaneous frequency (IF) is the time derivative of the instantaneous phase and it is well-defined only when this derivative is positive. If this derivative is negative, the IF creates problem be... |
2104.09823 | Lotte Weedage | Lotte Weedage, Clara Stegehuis and Suzan Bayhan | Impact of Multi-connectivity on Channel Capacity and Outage Probability
in Wireless Networks | This work has been submitted to the IEEE for possible publication.
Copyright may be transferred without notice, after which this version may no
longer be accessible | IEEE Transactions on Vehicular Technology 2023 | 10.1109/TVT.2023.3242358 | null | cs.NI math.PR | http://creativecommons.org/licenses/by/4.0/ | Multi-connectivity facilitates higher throughput, shorter delay, and lower
outage probability for a user in a wireless network. Considering these
promises, a rationale policy for a network operator would be to implement
multi-connectivity for all of its users. In this paper, we investigate whether
the promises of mul... | [
{
"created": "Tue, 20 Apr 2021 08:20:18 GMT",
"version": "v1"
},
{
"created": "Mon, 26 Apr 2021 11:29:54 GMT",
"version": "v2"
}
] | 2023-03-03 | [
[
"Weedage",
"Lotte",
""
],
[
"Stegehuis",
"Clara",
""
],
[
"Bayhan",
"Suzan",
""
]
] | Multi-connectivity facilitates higher throughput, shorter delay, and lower outage probability for a user in a wireless network. Considering these promises, a rationale policy for a network operator would be to implement multi-connectivity for all of its users. In this paper, we investigate whether the promises of multi... |
2002.07584 | Alon Rashelbach | Alon Rashelbach, Ori Rottenstreich, Mark Silberstein | A Computational Approach to Packet Classification | To appear in SIGCOMM 2020 | null | 10.1145/3387514.3405886 | null | cs.DC cs.LG cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multi-field packet classification is a crucial component in modern
software-defined data center networks. To achieve high throughput and low
latency, state-of-the-art algorithms strive to fit the rule lookup data
structures into on-die caches; however, they do not scale well with the number
of rules. We present a nov... | [
{
"created": "Mon, 10 Feb 2020 13:47:02 GMT",
"version": "v1"
},
{
"created": "Mon, 13 Jul 2020 06:18:41 GMT",
"version": "v2"
}
] | 2020-07-14 | [
[
"Rashelbach",
"Alon",
""
],
[
"Rottenstreich",
"Ori",
""
],
[
"Silberstein",
"Mark",
""
]
] | Multi-field packet classification is a crucial component in modern software-defined data center networks. To achieve high throughput and low latency, state-of-the-art algorithms strive to fit the rule lookup data structures into on-die caches; however, they do not scale well with the number of rules. We present a novel... |
2404.16553 | Anil Goyal | Venkatesh C, Harshit Oberoi, Anil Goyal, Nikhil Sikka | RE-RecSys: An End-to-End system for recommending properties in
Real-Estate domain | null | null | 10.1145/3632410.3632487 | null | cs.IR cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We propose an end-to-end real-estate recommendation system, RE-RecSys, which
has been productionized in real-world industry setting. We categorize any user
into 4 categories based on available historical data: i) cold-start users; ii)
short-term users; iii) long-term users; and iv) short-long term users. For
cold-sta... | [
{
"created": "Thu, 25 Apr 2024 12:09:17 GMT",
"version": "v1"
}
] | 2024-04-26 | [
[
"C",
"Venkatesh",
""
],
[
"Oberoi",
"Harshit",
""
],
[
"Goyal",
"Anil",
""
],
[
"Sikka",
"Nikhil",
""
]
] | We propose an end-to-end real-estate recommendation system, RE-RecSys, which has been productionized in real-world industry setting. We categorize any user into 4 categories based on available historical data: i) cold-start users; ii) short-term users; iii) long-term users; and iv) short-long term users. For cold-start... |
1805.10105 | Simon Hegelich | Andree Thieltges, Orestis Papakyriakopoulos, Juan Carlos Medina
Serrano, Simon Hegelich | Effects of Social Bots in the Iran-Debate on Twitter | null | null | null | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | 2018 started with massive protests in Iran, bringing back the impressions of
the so called "Arab Spring" and it's revolutionary impact for the Maghreb
states, Syria and Egypt. Many reports and scientific examinations considered
online social networks (OSN's) such as Twitter or Facebook to play a critical
role in the ... | [
{
"created": "Fri, 25 May 2018 12:33:14 GMT",
"version": "v1"
}
] | 2018-05-28 | [
[
"Thieltges",
"Andree",
""
],
[
"Papakyriakopoulos",
"Orestis",
""
],
[
"Serrano",
"Juan Carlos Medina",
""
],
[
"Hegelich",
"Simon",
""
]
] | 2018 started with massive protests in Iran, bringing back the impressions of the so called "Arab Spring" and it's revolutionary impact for the Maghreb states, Syria and Egypt. Many reports and scientific examinations considered online social networks (OSN's) such as Twitter or Facebook to play a critical role in the op... |
2311.02971 | David Salinas | David Salinas and Nick Erickson | TabRepo: A Large Scale Repository of Tabular Model Evaluations and its
AutoML Applications | null | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | We introduce TabRepo, a new dataset of tabular model evaluations and
predictions. TabRepo contains the predictions and metrics of 1310 models
evaluated on 200 classification and regression datasets. We illustrate the
benefit of our dataset in multiple ways. First, we show that it allows to
perform analysis such as co... | [
{
"created": "Mon, 6 Nov 2023 09:17:18 GMT",
"version": "v1"
},
{
"created": "Tue, 19 Mar 2024 13:08:59 GMT",
"version": "v2"
}
] | 2024-03-20 | [
[
"Salinas",
"David",
""
],
[
"Erickson",
"Nick",
""
]
] | We introduce TabRepo, a new dataset of tabular model evaluations and predictions. TabRepo contains the predictions and metrics of 1310 models evaluated on 200 classification and regression datasets. We illustrate the benefit of our dataset in multiple ways. First, we show that it allows to perform analysis such as comp... |
2112.06454 | Namgil Kim | Namgil Kim and Barom Kang and Yeonok Cho | Split GCN: Effective Interactive Annotation for Segmentation of
Disconnected Instance | 11 pages | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Annotating object boundaries by humans demands high costs. Recently,
polygon-based annotation methods with human interaction have shown successful
performance. However, given the connected vertex topology, these methods
exhibit difficulty predicting the disconnected components in an object. This
paper introduces Spli... | [
{
"created": "Mon, 13 Dec 2021 07:17:03 GMT",
"version": "v1"
}
] | 2021-12-14 | [
[
"Kim",
"Namgil",
""
],
[
"Kang",
"Barom",
""
],
[
"Cho",
"Yeonok",
""
]
] | Annotating object boundaries by humans demands high costs. Recently, polygon-based annotation methods with human interaction have shown successful performance. However, given the connected vertex topology, these methods exhibit difficulty predicting the disconnected components in an object. This paper introduces Split-... |
2205.06331 | Ahmadreza Moradipari | Ahmadreza Moradipari, Mohammad Ghavamzadeh, and Mahnoosh Alizadeh | Collaborative Multi-agent Stochastic Linear Bandits | null | American Control Conference (ACC), 2022 | null | null | cs.LG cs.MA | http://creativecommons.org/licenses/by/4.0/ | We study a collaborative multi-agent stochastic linear bandit setting, where
$N$ agents that form a network communicate locally to minimize their overall
regret. In this setting, each agent has its own linear bandit problem (its own
reward parameter) and the goal is to select the best global action w.r.t. the
average... | [
{
"created": "Thu, 12 May 2022 19:46:35 GMT",
"version": "v1"
}
] | 2022-05-16 | [
[
"Moradipari",
"Ahmadreza",
""
],
[
"Ghavamzadeh",
"Mohammad",
""
],
[
"Alizadeh",
"Mahnoosh",
""
]
] | We study a collaborative multi-agent stochastic linear bandit setting, where $N$ agents that form a network communicate locally to minimize their overall regret. In this setting, each agent has its own linear bandit problem (its own reward parameter) and the goal is to select the best global action w.r.t. the average o... |
2208.14699 | Xingchao Liu | Xingchao Liu, Lemeng Wu, Mao Ye, Qiang Liu | Let us Build Bridges: Understanding and Extending Diffusion Generative
Models | null | null | null | null | cs.LG cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Diffusion-based generative models have achieved promising results recently,
but raise an array of open questions in terms of conceptual understanding,
theoretical analysis, algorithm improvement and extensions to discrete,
structured, non-Euclidean domains. This work tries to re-exam the overall
framework, in order t... | [
{
"created": "Wed, 31 Aug 2022 08:58:10 GMT",
"version": "v1"
}
] | 2022-09-01 | [
[
"Liu",
"Xingchao",
""
],
[
"Wu",
"Lemeng",
""
],
[
"Ye",
"Mao",
""
],
[
"Liu",
"Qiang",
""
]
] | Diffusion-based generative models have achieved promising results recently, but raise an array of open questions in terms of conceptual understanding, theoretical analysis, algorithm improvement and extensions to discrete, structured, non-Euclidean domains. This work tries to re-exam the overall framework, in order to ... |
2201.12464 | Claire Le Goues | Deborah S. Katz, Christopher S. Timperley, Claire Le Goues | Using Dynamic Binary Instrumentation to Detect Failures in Robotics
Software | null | null | null | null | cs.SE | http://creativecommons.org/licenses/by/4.0/ | Autonomous and Robotics Systems (ARSs) are widespread, complex, and
increasingly coming into contact with the public. Many of these systems are
safety-critical, and it is vital to detect software errors to protect against
harm. We propose a family of novel techniques to detect unusual program
executions and incorrect... | [
{
"created": "Sat, 29 Jan 2022 01:00:23 GMT",
"version": "v1"
}
] | 2022-02-01 | [
[
"Katz",
"Deborah S.",
""
],
[
"Timperley",
"Christopher S.",
""
],
[
"Goues",
"Claire Le",
""
]
] | Autonomous and Robotics Systems (ARSs) are widespread, complex, and increasingly coming into contact with the public. Many of these systems are safety-critical, and it is vital to detect software errors to protect against harm. We propose a family of novel techniques to detect unusual program executions and incorrect p... |
2312.17215 | Promit Panja | Promit Panja, Jesse B. Hoagg, Sabur Baidya | Control Barrier Function Based UAV Safety Controller in Autonomous
Airborne Tracking and Following Systems | null | null | null | null | cs.RO cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Safe operations of UAVs are of paramount importance for various
mission-critical and safety-critical UAV applications. In context of airborne
target tracking and following, UAVs need to track a flying target avoiding
collision and also closely follow its trajectory. The safety situation becomes
critical and more comp... | [
{
"created": "Thu, 28 Dec 2023 18:46:21 GMT",
"version": "v1"
}
] | 2023-12-29 | [
[
"Panja",
"Promit",
""
],
[
"Hoagg",
"Jesse B.",
""
],
[
"Baidya",
"Sabur",
""
]
] | Safe operations of UAVs are of paramount importance for various mission-critical and safety-critical UAV applications. In context of airborne target tracking and following, UAVs need to track a flying target avoiding collision and also closely follow its trajectory. The safety situation becomes critical and more comple... |
0905.0737 | Ignacio Vega-Paez M en C | Ignacio Vega-Paez, Jose Angel Ortega, Georgina G. Pulido | REC language is a live on IBM1130 simulator, EL lenguaje REC esta vivo
en el simulador de la IBM 1130 | This work is archaeological reconstruction of REC/A language | null | null | IBP-TR2009-04 | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | REC (Regular Expression Compiler) is a concise programming language
development in mayor Mexican Universities at end of 60s which allows students
to write programs without knowledge of the complicated syntax of languages like
FORTRAN and ALGOL. The language is recursive and contains only four elements
for control. Th... | [
{
"created": "Wed, 6 May 2009 04:21:15 GMT",
"version": "v1"
}
] | 2009-05-07 | [
[
"Vega-Paez",
"Ignacio",
""
],
[
"Ortega",
"Jose Angel",
""
],
[
"Pulido",
"Georgina G.",
""
]
] | REC (Regular Expression Compiler) is a concise programming language development in mayor Mexican Universities at end of 60s which allows students to write programs without knowledge of the complicated syntax of languages like FORTRAN and ALGOL. The language is recursive and contains only four elements for control. This... |
2209.03748 | Netanell Avisdris | Netanell Avisdris, Aviad Rabinowich, Daniel Fridkin, Ayala Zilberman,
Sapir Lazar, Jacky Herzlich, Zeev Hananis, Daphna Link-Sourani, Liat
Ben-Sira, Liran Hiersch, Dafna Ben Bashat, and Leo Joskowicz | Automatic fetal fat quantification from MRI | 13 pages, 4 Figures, 3 Tables, Accepted to PIPPI/MICCAI 2022 | null | 10.1007/978-3-031-17117-8_3 | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Normal fetal adipose tissue (AT) development is essential for perinatal
well-being. AT, or simply fat, stores energy in the form of lipids.
Malnourishment may result in excessive or depleted adiposity. Although previous
studies showed a correlation between the amount of AT and perinatal outcome,
prenatal assessment o... | [
{
"created": "Thu, 8 Sep 2022 12:07:12 GMT",
"version": "v1"
}
] | 2022-09-30 | [
[
"Avisdris",
"Netanell",
""
],
[
"Rabinowich",
"Aviad",
""
],
[
"Fridkin",
"Daniel",
""
],
[
"Zilberman",
"Ayala",
""
],
[
"Lazar",
"Sapir",
""
],
[
"Herzlich",
"Jacky",
""
],
[
"Hananis",
"Zeev",
""
],
... | Normal fetal adipose tissue (AT) development is essential for perinatal well-being. AT, or simply fat, stores energy in the form of lipids. Malnourishment may result in excessive or depleted adiposity. Although previous studies showed a correlation between the amount of AT and perinatal outcome, prenatal assessment of ... |
2312.05584 | Guocheng Feng | Guocheng Feng, Huaiyu Cai, Kaihao Chen, and Zhijian Li | A Hybrid Method of Sentiment Analysis and Machine Learning Algorithm for
the U.S. Presidential Election Forecasting | 6 pages, 7 tables, 3 figures, 2023 IEEE International Conference on
Big Data | null | null | null | cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | U.S. Presidential Election forecasting has been a research interest for
several decades. Currently, election prediction consists of two main
approaches: traditional models that incorporate economic data and poll surveys,
and models that leverage Twitter (or X) and other social media platforms due to
their increasing ... | [
{
"created": "Sat, 9 Dec 2023 14:07:46 GMT",
"version": "v1"
}
] | 2023-12-12 | [
[
"Feng",
"Guocheng",
""
],
[
"Cai",
"Huaiyu",
""
],
[
"Chen",
"Kaihao",
""
],
[
"Li",
"Zhijian",
""
]
] | U.S. Presidential Election forecasting has been a research interest for several decades. Currently, election prediction consists of two main approaches: traditional models that incorporate economic data and poll surveys, and models that leverage Twitter (or X) and other social media platforms due to their increasing po... |
2009.11758 | Julien Grange | Julien Grange | Successor-Invariant First-Order Logic on Classes of Bounded Degree | null | Logical Methods in Computer Science, Volume 17, Issue 3 (August
13, 2021) lmcs:6803 | 10.46298/lmcs-17(3:20)2021 | null | cs.LO | http://creativecommons.org/licenses/by/4.0/ | We study the expressive power of successor-invariant first-order logic, which
is an extension of first-order logic where the usage of an additional successor
relation on the structure is allowed, as long as the validity of formulas is
independent of the choice of a particular successor on finite structures.
We show... | [
{
"created": "Thu, 24 Sep 2020 15:30:13 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Apr 2021 15:27:14 GMT",
"version": "v2"
},
{
"created": "Mon, 2 Aug 2021 12:50:17 GMT",
"version": "v3"
},
{
"created": "Wed, 11 Aug 2021 20:50:24 GMT",
"version": "v4"
}
] | 2023-06-22 | [
[
"Grange",
"Julien",
""
]
] | We study the expressive power of successor-invariant first-order logic, which is an extension of first-order logic where the usage of an additional successor relation on the structure is allowed, as long as the validity of formulas is independent of the choice of a particular successor on finite structures. We show tha... |
2209.15373 | Javier Huertas-Tato | Javier Huertas-Tato, Alvaro Huertas-Garcia, Alejandro Martin, David
Camacho | PART: Pre-trained Authorship Representation Transformer | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Authors writing documents imprint identifying information within their texts:
vocabulary, registry, punctuation, misspellings, or even emoji usage. Finding
these details is very relevant to profile authors, relating back to their
gender, occupation, age, and so on. But most importantly, repeating writing
patterns can... | [
{
"created": "Fri, 30 Sep 2022 11:08:39 GMT",
"version": "v1"
}
] | 2022-10-03 | [
[
"Huertas-Tato",
"Javier",
""
],
[
"Huertas-Garcia",
"Alvaro",
""
],
[
"Martin",
"Alejandro",
""
],
[
"Camacho",
"David",
""
]
] | Authors writing documents imprint identifying information within their texts: vocabulary, registry, punctuation, misspellings, or even emoji usage. Finding these details is very relevant to profile authors, relating back to their gender, occupation, age, and so on. But most importantly, repeating writing patterns can h... |
2112.01154 | Yao Zhang | Tom H. Luan, Yao Zhang, Lin Cai, Yilong Hui, Changle Li and Nan Cheng | Autonomous Vehicular Networks: Perspective and Open Issues | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The vehicular ad hoc networks (VANETs) have been researched for over twenty
years. Although being a fundamental communication approach for vehicles, the
conventional VANETs are challenged by the newly emerged autonomous vehicles
(AVs) which introduce new features and challenges on communications. In the
meantime, wit... | [
{
"created": "Thu, 2 Dec 2021 12:00:58 GMT",
"version": "v1"
}
] | 2021-12-03 | [
[
"Luan",
"Tom H.",
""
],
[
"Zhang",
"Yao",
""
],
[
"Cai",
"Lin",
""
],
[
"Hui",
"Yilong",
""
],
[
"Li",
"Changle",
""
],
[
"Cheng",
"Nan",
""
]
] | The vehicular ad hoc networks (VANETs) have been researched for over twenty years. Although being a fundamental communication approach for vehicles, the conventional VANETs are challenged by the newly emerged autonomous vehicles (AVs) which introduce new features and challenges on communications. In the meantime, with ... |
2407.00886 | Aliyah Hsu | Aliyah R. Hsu, Yeshwanth Cherapanamjeri, Anobel Y. Odisho, Peter R.
Carroll, Bin Yu | Mechanistic Interpretation through Contextual Decomposition in
Transformers | null | null | null | null | cs.AI cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | Transformers exhibit impressive capabilities but are often regarded as black
boxes due to challenges in understanding the complex nonlinear relationships
between features. Interpreting machine learning models is of paramount
importance to mitigate risks, and mechanistic interpretability is in particular
of current in... | [
{
"created": "Mon, 1 Jul 2024 01:12:20 GMT",
"version": "v1"
}
] | 2024-07-02 | [
[
"Hsu",
"Aliyah R.",
""
],
[
"Cherapanamjeri",
"Yeshwanth",
""
],
[
"Odisho",
"Anobel Y.",
""
],
[
"Carroll",
"Peter R.",
""
],
[
"Yu",
"Bin",
""
]
] | Transformers exhibit impressive capabilities but are often regarded as black boxes due to challenges in understanding the complex nonlinear relationships between features. Interpreting machine learning models is of paramount importance to mitigate risks, and mechanistic interpretability is in particular of current inte... |
2203.15925 | Xubo Lyu | Xubo Lyu, Amin Banitalebi-Dehkordi, Mo Chen, Yong Zhang | Asynchronous, Option-Based Multi-Agent Policy Gradient: A Conditional
Reasoning Approach | Accepted by IEEE/RSJ International Conference on Intelligent Robots
and Systems (IROS), 2023 | null | null | null | cs.RO cs.AI cs.LG cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cooperative multi-agent problems often require coordination between agents,
which can be achieved through a centralized policy that considers the global
state. Multi-agent policy gradient (MAPG) methods are commonly used to learn
such policies, but they are often limited to problems with low-level action
spaces. In c... | [
{
"created": "Tue, 29 Mar 2022 22:02:28 GMT",
"version": "v1"
},
{
"created": "Thu, 19 Jan 2023 19:49:47 GMT",
"version": "v2"
},
{
"created": "Wed, 2 Aug 2023 05:57:05 GMT",
"version": "v3"
}
] | 2023-08-03 | [
[
"Lyu",
"Xubo",
""
],
[
"Banitalebi-Dehkordi",
"Amin",
""
],
[
"Chen",
"Mo",
""
],
[
"Zhang",
"Yong",
""
]
] | Cooperative multi-agent problems often require coordination between agents, which can be achieved through a centralized policy that considers the global state. Multi-agent policy gradient (MAPG) methods are commonly used to learn such policies, but they are often limited to problems with low-level action spaces. In com... |
2208.04222 | Gabriele Tolomei | Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Zhenhua
Huang, Hongshik Ahn, Gabriele Tolomei | GREASE: Generate Factual and Counterfactual Explanations for GNN-based
Recommendations | null | null | null | null | cs.IR cs.AI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, graph neural networks (GNNs) have been widely used to develop
successful recommender systems. Although powerful, it is very difficult for a
GNN-based recommender system to attach tangible explanations of why a specific
item ends up in the list of suggestions for a given user. Indeed, explaining
GNN-based re... | [
{
"created": "Thu, 4 Aug 2022 09:13:00 GMT",
"version": "v1"
}
] | 2022-08-09 | [
[
"Chen",
"Ziheng",
""
],
[
"Silvestri",
"Fabrizio",
""
],
[
"Wang",
"Jia",
""
],
[
"Zhang",
"Yongfeng",
""
],
[
"Huang",
"Zhenhua",
""
],
[
"Ahn",
"Hongshik",
""
],
[
"Tolomei",
"Gabriele",
""
]
] | Recently, graph neural networks (GNNs) have been widely used to develop successful recommender systems. Although powerful, it is very difficult for a GNN-based recommender system to attach tangible explanations of why a specific item ends up in the list of suggestions for a given user. Indeed, explaining GNN-based reco... |
2012.02420 | Junyu Luo | Junyu Luo, Zifei Zheng, Hanzhong Ye, Muchao Ye, Yaqing Wang, Quanzeng
You, Cao Xiao and Fenglong Ma | Benchmarking Automated Clinical Language Simplification: Dataset,
Algorithm, and Evaluation | COLING 2022 | 2022.coling-1.313 | null | null | cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | Patients with low health literacy usually have difficulty understanding
medical jargon and the complex structure of professional medical language.
Although some studies are proposed to automatically translate expert language
into layperson-understandable language, only a few of them focus on both
accuracy and readabi... | [
{
"created": "Fri, 4 Dec 2020 06:09:02 GMT",
"version": "v1"
},
{
"created": "Thu, 21 Sep 2023 20:53:33 GMT",
"version": "v2"
}
] | 2024-02-09 | [
[
"Luo",
"Junyu",
""
],
[
"Zheng",
"Zifei",
""
],
[
"Ye",
"Hanzhong",
""
],
[
"Ye",
"Muchao",
""
],
[
"Wang",
"Yaqing",
""
],
[
"You",
"Quanzeng",
""
],
[
"Xiao",
"Cao",
""
],
[
"Ma",
"Fenglong",
... | Patients with low health literacy usually have difficulty understanding medical jargon and the complex structure of professional medical language. Although some studies are proposed to automatically translate expert language into layperson-understandable language, only a few of them focus on both accuracy and readabili... |
2210.09817 | Edouard Pineau | Edouard Pineau, S\'ebastien Razakarivony, Mauricio Gonzalez and
Anthony Schrapffer | Universal hidden monotonic trend estimation with contrastive learning | null | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we describe a universal method for extracting the underlying
monotonic trend factor from time series data. We propose an approach related to
the Mann-Kendall test, a standard monotonic trend detection method and call it
contrastive trend estimation (CTE). We show that the CTE method identifies any
hidd... | [
{
"created": "Tue, 18 Oct 2022 12:54:08 GMT",
"version": "v1"
},
{
"created": "Sun, 23 Apr 2023 07:46:32 GMT",
"version": "v2"
}
] | 2023-04-25 | [
[
"Pineau",
"Edouard",
""
],
[
"Razakarivony",
"Sébastien",
""
],
[
"Gonzalez",
"Mauricio",
""
],
[
"Schrapffer",
"Anthony",
""
]
] | In this paper, we describe a universal method for extracting the underlying monotonic trend factor from time series data. We propose an approach related to the Mann-Kendall test, a standard monotonic trend detection method and call it contrastive trend estimation (CTE). We show that the CTE method identifies any hidden... |
1309.5854 | Hossein Hosseini | Seyed Hossein Hosseini, Mahrokh G. Shayesteh, Mehdi Chehel Amirani | Demodulation of Sparse PPM Signals with Low Samples Using Trained RIP
Matrix | 4 pages, 6 figures, conference paper | null | null | null | cs.OH cs.IT cs.LG math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Compressed sensing (CS) theory considers the restricted isometry property
(RIP) as a sufficient condition for measurement matrix which guarantees the
recovery of any sparse signal from its compressed measurements. The RIP
condition also preserves enough information for classification of sparse
symbols, even with fewe... | [
{
"created": "Sun, 1 Sep 2013 22:14:52 GMT",
"version": "v1"
}
] | 2013-09-24 | [
[
"Hosseini",
"Seyed Hossein",
""
],
[
"Shayesteh",
"Mahrokh G.",
""
],
[
"Amirani",
"Mehdi Chehel",
""
]
] | Compressed sensing (CS) theory considers the restricted isometry property (RIP) as a sufficient condition for measurement matrix which guarantees the recovery of any sparse signal from its compressed measurements. The RIP condition also preserves enough information for classification of sparse symbols, even with fewer ... |
2007.14943 | Andrea De Maio | Andrea De Maio and Simon Lacroix | Simultaneously Learning Corrections and Error Models for Geometry-based
Visual Odometry Methods | Accepted in IEEE Robotics and Automation Letters and IEEE/RSJ
International Conference on Intelligent Robots and Systems (IROS), 2020 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper fosters the idea that deep learning methods can be used to
complement classical visual odometry pipelines to improve their accuracy and to
associate uncertainty models to their estimations. We show that the biases
inherent to the visual odometry process can be faithfully learned and
compensated for, and th... | [
{
"created": "Wed, 29 Jul 2020 16:35:40 GMT",
"version": "v1"
}
] | 2020-07-30 | [
[
"De Maio",
"Andrea",
""
],
[
"Lacroix",
"Simon",
""
]
] | This paper fosters the idea that deep learning methods can be used to complement classical visual odometry pipelines to improve their accuracy and to associate uncertainty models to their estimations. We show that the biases inherent to the visual odometry process can be faithfully learned and compensated for, and that... |
1404.3959 | Marco Guerini | Marco Guerini, Fabio Pianesi, Oliviero Stock | Is it morally acceptable for a system to lie to persuade me? | null | null | null | null | cs.CY cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Given the fast rise of increasingly autonomous artificial agents and robots,
a key acceptability criterion will be the possible moral implications of their
actions. In particular, intelligent persuasive systems (systems designed to
influence humans via communication) constitute a highly sensitive topic because
of the... | [
{
"created": "Tue, 15 Apr 2014 15:41:34 GMT",
"version": "v1"
}
] | 2014-04-16 | [
[
"Guerini",
"Marco",
""
],
[
"Pianesi",
"Fabio",
""
],
[
"Stock",
"Oliviero",
""
]
] | Given the fast rise of increasingly autonomous artificial agents and robots, a key acceptability criterion will be the possible moral implications of their actions. In particular, intelligent persuasive systems (systems designed to influence humans via communication) constitute a highly sensitive topic because of their... |
2108.04042 | Katie Liszewski | Katie Liszewski, Timothy McDonley | Understanding Tool Synthesis Behavior and Safe Finite State Machine
Design | 6 pages, 11 figures | null | null | null | cs.AR | http://creativecommons.org/licenses/by-nc-nd/4.0/ | High-reliability design requires understanding synthesis tool behavior and
best practices. Detection and protection against illegal states and transitions
is important for critical Finite State Machines (FSMs) within high reliability
applications. Single Event Upsets (SEUs) probability is increasing with
decreasing c... | [
{
"created": "Mon, 9 Aug 2021 13:52:26 GMT",
"version": "v1"
}
] | 2021-08-10 | [
[
"Liszewski",
"Katie",
""
],
[
"McDonley",
"Timothy",
""
]
] | High-reliability design requires understanding synthesis tool behavior and best practices. Detection and protection against illegal states and transitions is important for critical Finite State Machines (FSMs) within high reliability applications. Single Event Upsets (SEUs) probability is increasing with decreasing cir... |
2104.14618 | Jack West | Jack West, Kyuin Lee, Suman Banerjee, Younghyun Kim, George K.
Thiruvathukal, Neil Klingensmith | Moonshine: An Online Randomness Distiller for Zero-Involvement
Authentication | 16 pages, 5 figures, IPSN 2021 | null | null | null | cs.CR | http://creativecommons.org/licenses/by/4.0/ | Context-based authentication is a method for transparently validating another
device's legitimacy to join a network based on location. Devices can pair with
one another by continuously harvesting environmental noise to generate a random
key with no user involvement. However, there are gaps in our understanding of
the... | [
{
"created": "Thu, 29 Apr 2021 19:10:26 GMT",
"version": "v1"
}
] | 2021-05-03 | [
[
"West",
"Jack",
""
],
[
"Lee",
"Kyuin",
""
],
[
"Banerjee",
"Suman",
""
],
[
"Kim",
"Younghyun",
""
],
[
"Thiruvathukal",
"George K.",
""
],
[
"Klingensmith",
"Neil",
""
]
] | Context-based authentication is a method for transparently validating another device's legitimacy to join a network based on location. Devices can pair with one another by continuously harvesting environmental noise to generate a random key with no user involvement. However, there are gaps in our understanding of the t... |
1611.00918 | Kasper Green Larsen | Karl Bringmann, Allan Gr{\o}nlund, Kasper Green Larsen | A Dichotomy for Regular Expression Membership Testing | null | null | null | null | cs.DS cs.CC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study regular expression membership testing: Given a regular expression of
size $m$ and a string of size $n$, decide whether the string is in the language
described by the regular expression. Its classic $O(nm)$ algorithm is one of
the big success stories of the 70s, which allowed pattern matching to develop
into ... | [
{
"created": "Thu, 3 Nov 2016 08:55:07 GMT",
"version": "v1"
},
{
"created": "Mon, 7 Nov 2016 06:44:04 GMT",
"version": "v2"
}
] | 2016-11-08 | [
[
"Bringmann",
"Karl",
""
],
[
"Grønlund",
"Allan",
""
],
[
"Larsen",
"Kasper Green",
""
]
] | We study regular expression membership testing: Given a regular expression of size $m$ and a string of size $n$, decide whether the string is in the language described by the regular expression. Its classic $O(nm)$ algorithm is one of the big success stories of the 70s, which allowed pattern matching to develop into th... |
2302.11019 | Ramneet Kaur | Ramneet Kaur, Xiayan Ji, Souradeep Dutta, Michele Caprio, Yahan Yang,
Elena Bernardis, Oleg Sokolsky, Insup Lee | Using Semantic Information for Defining and Detecting OOD Inputs | null | null | null | null | cs.LG cs.CV | http://creativecommons.org/licenses/by/4.0/ | As machine learning models continue to achieve impressive performance across
different tasks, the importance of effective anomaly detection for such models
has increased as well. It is common knowledge that even well-trained models
lose their ability to function effectively on out-of-distribution inputs. Thus,
out-of... | [
{
"created": "Tue, 21 Feb 2023 21:31:20 GMT",
"version": "v1"
}
] | 2023-02-23 | [
[
"Kaur",
"Ramneet",
""
],
[
"Ji",
"Xiayan",
""
],
[
"Dutta",
"Souradeep",
""
],
[
"Caprio",
"Michele",
""
],
[
"Yang",
"Yahan",
""
],
[
"Bernardis",
"Elena",
""
],
[
"Sokolsky",
"Oleg",
""
],
[
"Lee"... | As machine learning models continue to achieve impressive performance across different tasks, the importance of effective anomaly detection for such models has increased as well. It is common knowledge that even well-trained models lose their ability to function effectively on out-of-distribution inputs. Thus, out-of-d... |
1901.00893 | Horia Porav | Horia Porav, Tom Bruls and Paul Newman | I Can See Clearly Now : Image Restoration via De-Raining | Submitted to ICRA2019 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a method for improving segmentation tasks on images affected by
adherent rain drops and streaks. We introduce a novel stereo dataset recorded
using a system that allows one lens to be affected by real water droplets while
keeping the other lens clear. We train a denoising generator using this dataset
and s... | [
{
"created": "Thu, 3 Jan 2019 19:45:39 GMT",
"version": "v1"
}
] | 2019-01-07 | [
[
"Porav",
"Horia",
""
],
[
"Bruls",
"Tom",
""
],
[
"Newman",
"Paul",
""
]
] | We present a method for improving segmentation tasks on images affected by adherent rain drops and streaks. We introduce a novel stereo dataset recorded using a system that allows one lens to be affected by real water droplets while keeping the other lens clear. We train a denoising generator using this dataset and sho... |
2108.03509 | Ruixiang Cui | Ruixiang Cui, Rahul Aralikatte, Heather Lent, Daniel Hershcovich | Compositional Generalization in Multilingual Semantic Parsing over
Wikidata | Accepted to TACL; Authors' final version, pre-MIT Press publication;
Previous title: Multilingual Compositional Wikidata Questions | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Semantic parsing (SP) allows humans to leverage vast knowledge resources
through natural interaction. However, parsers are mostly designed for and
evaluated on English resources, such as CFQ (Keysers et al., 2020), the current
standard benchmark based on English data generated from grammar rules and
oriented towards ... | [
{
"created": "Sat, 7 Aug 2021 19:40:38 GMT",
"version": "v1"
},
{
"created": "Tue, 31 May 2022 16:58:51 GMT",
"version": "v2"
}
] | 2022-06-01 | [
[
"Cui",
"Ruixiang",
""
],
[
"Aralikatte",
"Rahul",
""
],
[
"Lent",
"Heather",
""
],
[
"Hershcovich",
"Daniel",
""
]
] | Semantic parsing (SP) allows humans to leverage vast knowledge resources through natural interaction. However, parsers are mostly designed for and evaluated on English resources, such as CFQ (Keysers et al., 2020), the current standard benchmark based on English data generated from grammar rules and oriented towards Fr... |
2309.10485 | Yuhong Yang | Hongyang Chen, Yuhong Yang, Zhongyuan Wang, Weiping Tu, Haojun Ai,
Song Lin | Exploring Sentence Type Effects on the Lombard Effect and
Intelligibility Enhancement: A Comparative Study of Natural and Grid
Sentences | null | null | null | null | cs.SD cs.LG eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This study explores how sentence types affect the Lombard effect and
intelligibility enhancement, focusing on comparisons between natural and grid
sentences. Using the Lombard Chinese-TIMIT (LCT) corpus and the Enhanced
MAndarin Lombard Grid (EMALG) corpus, we analyze changes in phonetic and
acoustic features across ... | [
{
"created": "Tue, 19 Sep 2023 09:54:36 GMT",
"version": "v1"
},
{
"created": "Tue, 9 Jul 2024 03:32:54 GMT",
"version": "v2"
}
] | 2024-07-10 | [
[
"Chen",
"Hongyang",
""
],
[
"Yang",
"Yuhong",
""
],
[
"Wang",
"Zhongyuan",
""
],
[
"Tu",
"Weiping",
""
],
[
"Ai",
"Haojun",
""
],
[
"Lin",
"Song",
""
]
] | This study explores how sentence types affect the Lombard effect and intelligibility enhancement, focusing on comparisons between natural and grid sentences. Using the Lombard Chinese-TIMIT (LCT) corpus and the Enhanced MAndarin Lombard Grid (EMALG) corpus, we analyze changes in phonetic and acoustic features across di... |
1808.09665 | Loet Leydesdorff | Loet Leydesdorff and Tobias Opthof | Revisiting Relative Indicators and Provisional Truths | ISSI Newsletter #55, September 2018 | null | null | null | cs.DL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Following discussions in 2010 and 2011, scientometric evaluators have
increasingly abandoned relative indicators in favor of comparing observed with
expected citation ratios. The latter method provides parameters with error
values allowing for the statistical testing of differences in citation scores.
A further step ... | [
{
"created": "Wed, 29 Aug 2018 07:45:32 GMT",
"version": "v1"
}
] | 2018-08-30 | [
[
"Leydesdorff",
"Loet",
""
],
[
"Opthof",
"Tobias",
""
]
] | Following discussions in 2010 and 2011, scientometric evaluators have increasingly abandoned relative indicators in favor of comparing observed with expected citation ratios. The latter method provides parameters with error values allowing for the statistical testing of differences in citation scores. A further step wo... |
1710.09918 | Muhamed Turkanovi\'c | Muhamed Turkanovi\'c, Marko H\"olbl, Kristjan Ko\v{s}i\v{c}, Marjan
Heri\v{c}ko, Aida Kami\v{s}ali\'c | EduCTX: A blockchain-based higher education credit platform | 20 pages, 6 figures | null | 10.1109/ACCESS.2018.2789929 | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Blockchain technology enables the creation of a decentralized environment
where transactions and data are not under the control of any third party
organization. Any transaction ever completed is recorded in a public ledger in
a verifiable and permanent way. Based on blockchain technology, we propose a
global higher e... | [
{
"created": "Thu, 26 Oct 2017 21:28:13 GMT",
"version": "v1"
}
] | 2018-01-30 | [
[
"Turkanović",
"Muhamed",
""
],
[
"Hölbl",
"Marko",
""
],
[
"Košič",
"Kristjan",
""
],
[
"Heričko",
"Marjan",
""
],
[
"Kamišalić",
"Aida",
""
]
] | Blockchain technology enables the creation of a decentralized environment where transactions and data are not under the control of any third party organization. Any transaction ever completed is recorded in a public ledger in a verifiable and permanent way. Based on blockchain technology, we propose a global higher edu... |
2004.09959 | Kerstin H\"otte | Kerstin H\"otte, Anton Pichler, Fran\c{c}ois Lafond | The rise of science in low-carbon energy technologies | null | null | 10.1016/j.rser.2020.110654 | null | cs.DL econ.GN q-fin.EC | http://creativecommons.org/licenses/by/4.0/ | Successfully combating climate change will require substantial technological
improvements in Low-Carbon Energy Technologies (LCETs), but designing efficient
allocation of R\&D budgets requires a better understanding of how LCETs rely on
scientific knowledge. Using data covering almost all US patents and scientific
ar... | [
{
"created": "Tue, 21 Apr 2020 12:47:04 GMT",
"version": "v1"
},
{
"created": "Fri, 4 Sep 2020 11:35:48 GMT",
"version": "v2"
}
] | 2021-04-13 | [
[
"Hötte",
"Kerstin",
""
],
[
"Pichler",
"Anton",
""
],
[
"Lafond",
"François",
""
]
] | Successfully combating climate change will require substantial technological improvements in Low-Carbon Energy Technologies (LCETs), but designing efficient allocation of R\&D budgets requires a better understanding of how LCETs rely on scientific knowledge. Using data covering almost all US patents and scientific arti... |
2310.09461 | Dong Huang | Yutian Lei, Jun Liu, Dong Huang | MAC: ModAlity Calibration for Object Detection | null | null | null | null | cs.CV cs.MM cs.RO | http://creativecommons.org/licenses/by/4.0/ | The flourishing success of Deep Neural Networks(DNNs) on RGB-input perception
tasks has opened unbounded possibilities for non-RGB-input perception tasks,
such as object detection from wireless signals, lidar scans, and infrared
images. Compared to the matured development pipeline of RGB-input (source
modality) model... | [
{
"created": "Sat, 14 Oct 2023 00:58:32 GMT",
"version": "v1"
}
] | 2023-10-17 | [
[
"Lei",
"Yutian",
""
],
[
"Liu",
"Jun",
""
],
[
"Huang",
"Dong",
""
]
] | The flourishing success of Deep Neural Networks(DNNs) on RGB-input perception tasks has opened unbounded possibilities for non-RGB-input perception tasks, such as object detection from wireless signals, lidar scans, and infrared images. Compared to the matured development pipeline of RGB-input (source modality) models,... |
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