id stringlengths 9 10 | submitter stringlengths 1 64 ⌀ | authors stringlengths 4 20.7k | title stringlengths 4 246 | comments stringlengths 1 523 ⌀ | journal-ref stringlengths 4 404 ⌀ | doi stringlengths 11 153 ⌀ | report-no stringlengths 2 254 ⌀ | categories stringlengths 5 98 | license stringclasses 9
values | orig_abstract stringlengths 14 3.35k | versions listlengths 1 60 | update_date stringlengths 10 10 | authors_parsed listlengths 1 1.35k | abstract stringlengths 11 3.34k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1902.09063 | Amber Simpson | Amber L. Simpson, Michela Antonelli, Spyridon Bakas, Michel Bilello,
Keyvan Farahani, Bram van Ginneken, Annette Kopp-Schneider, Bennett A.
Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers,
Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc Gollub, Jennifer
Golia-Pernicka, Stephan... | A large annotated medical image dataset for the development and
evaluation of segmentation algorithms | null | null | null | null | cs.CV eess.IV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Semantic segmentation of medical images aims to associate a pixel with a
label in a medical image without human initialization. The success of semantic
segmentation algorithms is contingent on the availability of high-quality
imaging data with corresponding labels provided by experts. We sought to create
a large coll... | [
{
"created": "Mon, 25 Feb 2019 02:34:48 GMT",
"version": "v1"
}
] | 2019-02-26 | [
[
"Simpson",
"Amber L.",
""
],
[
"Antonelli",
"Michela",
""
],
[
"Bakas",
"Spyridon",
""
],
[
"Bilello",
"Michel",
""
],
[
"Farahani",
"Keyvan",
""
],
[
"van Ginneken",
"Bram",
""
],
[
"Kopp-Schneider",
"Annette"... | Semantic segmentation of medical images aims to associate a pixel with a label in a medical image without human initialization. The success of semantic segmentation algorithms is contingent on the availability of high-quality imaging data with corresponding labels provided by experts. We sought to create a large collec... |
1703.01190 | Alessandro Biason | Alessandro Biason and Michele Zorzi | Multicast Transmissions in Directional mmWave Communications | 8 pages, 5 figures, submitted to European Wireless (EW), Feb. 2017 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Multicast transmissions have been widely analyzed in traditional networks as
a way to improve spectrum efficiency when multiple users are interested in the
same data. However, their application to mmWave communications has been studied
only marginally so far. The goal of this paper is to partially fill this gap by
in... | [
{
"created": "Fri, 3 Mar 2017 14:47:15 GMT",
"version": "v1"
}
] | 2017-03-06 | [
[
"Biason",
"Alessandro",
""
],
[
"Zorzi",
"Michele",
""
]
] | Multicast transmissions have been widely analyzed in traditional networks as a way to improve spectrum efficiency when multiple users are interested in the same data. However, their application to mmWave communications has been studied only marginally so far. The goal of this paper is to partially fill this gap by inve... |
1002.3316 | Mohsen Toorani | M. Toorani, A. A. Beheshti | A Directly Public Verifiable Signcryption Scheme based on Elliptic
Curves | 4 Pages, 2 Figures, 2 Tables | Proceedings of the 14th IEEE Symposium on Computers and
Communications (ISCC'09), pp.713-716, July 2009 | 10.1109/ISCC.2009.5202242 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A directly public verifiable signcryption scheme is introduced in this paper
that provides the security attributes of message confidentiality,
authentication, integrity, non-repudiation, unforgeability, and forward secrecy
of message confidentiality. It provides the attribute of direct public
verifiability so anyone ... | [
{
"created": "Wed, 17 Feb 2010 17:18:28 GMT",
"version": "v1"
},
{
"created": "Thu, 18 Feb 2010 08:00:19 GMT",
"version": "v2"
},
{
"created": "Mon, 11 Jul 2011 13:48:35 GMT",
"version": "v3"
},
{
"created": "Fri, 16 Mar 2012 21:17:08 GMT",
"version": "v4"
}
] | 2012-03-20 | [
[
"Toorani",
"M.",
""
],
[
"Beheshti",
"A. A.",
""
]
] | A directly public verifiable signcryption scheme is introduced in this paper that provides the security attributes of message confidentiality, authentication, integrity, non-repudiation, unforgeability, and forward secrecy of message confidentiality. It provides the attribute of direct public verifiability so anyone ca... |
2307.14246 | Timo Speith | Timo Speith, Markus Langer | A New Perspective on Evaluation Methods for Explainable Artificial
Intelligence (XAI) | Accepted at the Third International Workshop on Requirements
Engineering for Explainable Systems (RE4ES) co-located with the 31st IEEE
International Requirements Engineering Conference (RE'23) | null | null | null | cs.AI cs.SE | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Within the field of Requirements Engineering (RE), the increasing
significance of Explainable Artificial Intelligence (XAI) in aligning
AI-supported systems with user needs, societal expectations, and regulatory
standards has garnered recognition. In general, explainability has emerged as
an important non-functional ... | [
{
"created": "Wed, 26 Jul 2023 15:15:44 GMT",
"version": "v1"
}
] | 2023-07-27 | [
[
"Speith",
"Timo",
""
],
[
"Langer",
"Markus",
""
]
] | Within the field of Requirements Engineering (RE), the increasing significance of Explainable Artificial Intelligence (XAI) in aligning AI-supported systems with user needs, societal expectations, and regulatory standards has garnered recognition. In general, explainability has emerged as an important non-functional re... |
2303.15062 | Beomyoung Kim | Beomyoung Kim, Joonhyun Jeong, Dongyoon Han, Sung Ju Hwang | The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation
via Point-Guided Mask Representation | CVPR 2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we introduce a novel learning scheme named weakly
semi-supervised instance segmentation (WSSIS) with point labels for
budget-efficient and high-performance instance segmentation. Namely, we
consider a dataset setting consisting of a few fully-labeled images and a lot
of point-labeled images. Motivated ... | [
{
"created": "Mon, 27 Mar 2023 10:11:22 GMT",
"version": "v1"
}
] | 2023-03-28 | [
[
"Kim",
"Beomyoung",
""
],
[
"Jeong",
"Joonhyun",
""
],
[
"Han",
"Dongyoon",
""
],
[
"Hwang",
"Sung Ju",
""
]
] | In this paper, we introduce a novel learning scheme named weakly semi-supervised instance segmentation (WSSIS) with point labels for budget-efficient and high-performance instance segmentation. Namely, we consider a dataset setting consisting of a few fully-labeled images and a lot of point-labeled images. Motivated by... |
2312.07613 | Christine Lepird | Christine Sowa Lepird and Kathleen M. Carley | Comparison of Online Maneuvers by Authentic and Inauthentic Local News
Organizations | null | null | null | null | cs.SI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Inauthentic local news organizations, otherwise known as pink slime, have
become a serious problem exploiting the trust of local news since their
creation ahead of the 2020 U.S. Presidential election. In this paper, we apply
the BEND framework, a methodology of classifying social media posts as
belonging to sixteen n... | [
{
"created": "Mon, 11 Dec 2023 19:29:52 GMT",
"version": "v1"
}
] | 2023-12-14 | [
[
"Lepird",
"Christine Sowa",
""
],
[
"Carley",
"Kathleen M.",
""
]
] | Inauthentic local news organizations, otherwise known as pink slime, have become a serious problem exploiting the trust of local news since their creation ahead of the 2020 U.S. Presidential election. In this paper, we apply the BEND framework, a methodology of classifying social media posts as belonging to sixteen net... |
2404.06622 | Dipam Goswami Mr. | Dipam Goswami, Bart{\l}omiej Twardowski, Joost van de Weijer | Calibrating Higher-Order Statistics for Few-Shot Class-Incremental
Learning with Pre-trained Vision Transformers | Accepted at CLVision workshop (CVPR 2024) | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Few-shot class-incremental learning (FSCIL) aims to adapt the model to new
classes from very few data (5 samples) without forgetting the previously
learned classes. Recent works in many-shot CIL (MSCIL) (using all available
training data) exploited pre-trained models to reduce forgetting and achieve
better plasticity... | [
{
"created": "Tue, 9 Apr 2024 21:12:31 GMT",
"version": "v1"
}
] | 2024-04-11 | [
[
"Goswami",
"Dipam",
""
],
[
"Twardowski",
"Bartłomiej",
""
],
[
"van de Weijer",
"Joost",
""
]
] | Few-shot class-incremental learning (FSCIL) aims to adapt the model to new classes from very few data (5 samples) without forgetting the previously learned classes. Recent works in many-shot CIL (MSCIL) (using all available training data) exploited pre-trained models to reduce forgetting and achieve better plasticity. ... |
2206.14415 | Anna Kalenkova | Anna Kalenkova, Lewis Mitchell, Matthew Roughan | Performance Analysis: Discovering Semi-Markov Models From Event Logs | This work has been submitted to the IEEE for possible publication.
Copyright may be transferred without notice, after which this version may no
longer be accessible | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Process mining is a well-established discipline of data analysis focused on
the discovery of process models from information systems' event logs. Recently,
an emerging subarea of process mining - stochastic process discovery has
started to evolve. Stochastic process discovery considers frequencies of events
in the ev... | [
{
"created": "Wed, 29 Jun 2022 06:04:19 GMT",
"version": "v1"
},
{
"created": "Fri, 30 Jun 2023 04:28:29 GMT",
"version": "v2"
},
{
"created": "Sun, 28 Jul 2024 00:47:10 GMT",
"version": "v3"
}
] | 2024-07-30 | [
[
"Kalenkova",
"Anna",
""
],
[
"Mitchell",
"Lewis",
""
],
[
"Roughan",
"Matthew",
""
]
] | Process mining is a well-established discipline of data analysis focused on the discovery of process models from information systems' event logs. Recently, an emerging subarea of process mining - stochastic process discovery has started to evolve. Stochastic process discovery considers frequencies of events in the even... |
2404.15904 | Faraz Faruqi | Martin Nisser, Marisa Gaetz, Andrew Fishberg, Raechel Soicher, Faraz
Faruqi, Joshua Long | From Prisons to Programming: Fostering Self-Efficacy via Virtual Web
Design Curricula in Prisons and Jails | null | null | 10.1145/3613904.3642717 | null | cs.HC | http://creativecommons.org/licenses/by/4.0/ | Self-efficacy and digital literacy are key predictors to incarcerated
people's success in the modern workplace. While digitization in correctional
facilities is expanding, few templates exist for how to design computing
curricula that foster self-efficacy and digital literacy in carceral
environments. As a result, fo... | [
{
"created": "Wed, 24 Apr 2024 14:58:01 GMT",
"version": "v1"
}
] | 2024-04-25 | [
[
"Nisser",
"Martin",
""
],
[
"Gaetz",
"Marisa",
""
],
[
"Fishberg",
"Andrew",
""
],
[
"Soicher",
"Raechel",
""
],
[
"Faruqi",
"Faraz",
""
],
[
"Long",
"Joshua",
""
]
] | Self-efficacy and digital literacy are key predictors to incarcerated people's success in the modern workplace. While digitization in correctional facilities is expanding, few templates exist for how to design computing curricula that foster self-efficacy and digital literacy in carceral environments. As a result, form... |
2304.05554 | Liping Bao | Liping Bao, Longhui Wei, Xiaoyu Qiu, Wengang Zhou, Houqiang Li, Qi
Tian | Learning Transferable Pedestrian Representation from Multimodal
Information Supervision | null | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by/4.0/ | Recent researches on unsupervised person re-identification~(reID) have
demonstrated that pre-training on unlabeled person images achieves superior
performance on downstream reID tasks than pre-training on ImageNet. However,
those pre-trained methods are specifically designed for reID and suffer
flexible adaption to o... | [
{
"created": "Wed, 12 Apr 2023 01:20:58 GMT",
"version": "v1"
}
] | 2023-04-13 | [
[
"Bao",
"Liping",
""
],
[
"Wei",
"Longhui",
""
],
[
"Qiu",
"Xiaoyu",
""
],
[
"Zhou",
"Wengang",
""
],
[
"Li",
"Houqiang",
""
],
[
"Tian",
"Qi",
""
]
] | Recent researches on unsupervised person re-identification~(reID) have demonstrated that pre-training on unlabeled person images achieves superior performance on downstream reID tasks than pre-training on ImageNet. However, those pre-trained methods are specifically designed for reID and suffer flexible adaption to oth... |
1801.00711 | Shiliang Sun | Shiliang Sun, Rongqing Huang, Ya Gao | Network-Scale Traffic Modeling and Forecasting with Graphical Lasso and
Neural Networks | null | Journal of Transportation Engineering, 2012, 138(11): 1358-1367 | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Traffic flow forecasting, especially the short-term case, is an important
topic in intelligent transportation systems (ITS). This paper does a lot of
research on network-scale modeling and forecasting of short-term traffic flows.
Firstly, we propose the concepts of single-link and multi-link models of
traffic flow fo... | [
{
"created": "Mon, 25 Dec 2017 03:08:15 GMT",
"version": "v1"
}
] | 2018-01-03 | [
[
"Sun",
"Shiliang",
""
],
[
"Huang",
"Rongqing",
""
],
[
"Gao",
"Ya",
""
]
] | Traffic flow forecasting, especially the short-term case, is an important topic in intelligent transportation systems (ITS). This paper does a lot of research on network-scale modeling and forecasting of short-term traffic flows. Firstly, we propose the concepts of single-link and multi-link models of traffic flow fore... |
2010.10737 | Ramanujam Madhavan | Ramanujam Madhavan, Mohit Wadhwa | Directed Graph Representation through Vector Cross Product | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Graph embedding methods embed the nodes in a graph in low dimensional vector
space while preserving graph topology to carry out the downstream tasks such as
link prediction, node recommendation and clustering. These tasks depend on a
similarity measure such as cosine similarity and Euclidean distance between a
pair o... | [
{
"created": "Wed, 21 Oct 2020 03:17:44 GMT",
"version": "v1"
}
] | 2020-10-22 | [
[
"Madhavan",
"Ramanujam",
""
],
[
"Wadhwa",
"Mohit",
""
]
] | Graph embedding methods embed the nodes in a graph in low dimensional vector space while preserving graph topology to carry out the downstream tasks such as link prediction, node recommendation and clustering. These tasks depend on a similarity measure such as cosine similarity and Euclidean distance between a pair of ... |
2103.13134 | Mingjie Xu | Mingjie Xu, Haofei Wang, Yunfei Liu, Feng Lu | Vulnerability of Appearance-based Gaze Estimation | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Appearance-based gaze estimation has achieved significant improvement by
using deep learning. However, many deep learning-based methods suffer from the
vulnerability property, i.e., perturbing the raw image using noise confuses the
gaze estimation models. Although the perturbed image visually looks similar to
the ori... | [
{
"created": "Wed, 24 Mar 2021 12:19:59 GMT",
"version": "v1"
}
] | 2021-03-25 | [
[
"Xu",
"Mingjie",
""
],
[
"Wang",
"Haofei",
""
],
[
"Liu",
"Yunfei",
""
],
[
"Lu",
"Feng",
""
]
] | Appearance-based gaze estimation has achieved significant improvement by using deep learning. However, many deep learning-based methods suffer from the vulnerability property, i.e., perturbing the raw image using noise confuses the gaze estimation models. Although the perturbed image visually looks similar to the origi... |
1208.3101 | Artjay Javier | F. G. Serpa, Adam M. Graves and Artjay Javier | Statistical Common Author Networks (SCAN) | Accepted to JASIST (February 2013). Copyright 2013 American Society
of Information Science and Technology | null | null | null | cs.DL cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A new method for visualizing the relatedness of scientific areas is developed
that is based on measuring the overlap of researchers between areas. It is
found that closely related areas have a high propensity to share a larger
number of common authors. A methodology for comparing areas of vastly different
sizes and t... | [
{
"created": "Wed, 15 Aug 2012 12:11:07 GMT",
"version": "v1"
},
{
"created": "Fri, 8 Mar 2013 19:45:23 GMT",
"version": "v2"
}
] | 2013-03-11 | [
[
"Serpa",
"F. G.",
""
],
[
"Graves",
"Adam M.",
""
],
[
"Javier",
"Artjay",
""
]
] | A new method for visualizing the relatedness of scientific areas is developed that is based on measuring the overlap of researchers between areas. It is found that closely related areas have a high propensity to share a larger number of common authors. A methodology for comparing areas of vastly different sizes and to ... |
2309.13685 | Wen-Jie Liu | Wenjie Liu, Yinsong Xu, Wen Liu, Haibin Wang, and Zhibin Lei | Quantum Searchable Encryption for Cloud Data Based on Full-Blind Quantum
Computation | 20 pages, 13 figures | IEEE Access,2019.7:p.186284-186295 | 10.1109/access.2019.2960592 | null | cs.ET cs.CR quant-ph | http://creativecommons.org/licenses/by/4.0/ | Searchable encryption (SE) is a positive way to protect users sensitive data
in cloud computing setting, while preserving search ability on the server side,
i.e., it allows the server to search encrypted data without leaking information
about the plaintext data. In this paper, a multi-client universal circuit-based
f... | [
{
"created": "Sun, 24 Sep 2023 16:17:53 GMT",
"version": "v1"
}
] | 2024-05-14 | [
[
"Liu",
"Wenjie",
""
],
[
"Xu",
"Yinsong",
""
],
[
"Liu",
"Wen",
""
],
[
"Wang",
"Haibin",
""
],
[
"Lei",
"Zhibin",
""
]
] | Searchable encryption (SE) is a positive way to protect users sensitive data in cloud computing setting, while preserving search ability on the server side, i.e., it allows the server to search encrypted data without leaking information about the plaintext data. In this paper, a multi-client universal circuit-based ful... |
2303.01234 | Mingze Ni | Mingze Ni, Zhensu Sun and Wei Liu | Frauds Bargain Attack: Generating Adversarial Text Samples via Word
Manipulation Process | 21 pages, 9 tables, 3 figures | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Recent research has revealed that natural language processing (NLP) models
are vulnerable to adversarial examples. However, the current techniques for
generating such examples rely on deterministic heuristic rules, which fail to
produce optimal adversarial examples. In response, this study proposes a new
method calle... | [
{
"created": "Wed, 1 Mar 2023 06:04:25 GMT",
"version": "v1"
},
{
"created": "Wed, 27 Dec 2023 17:54:38 GMT",
"version": "v2"
}
] | 2023-12-29 | [
[
"Ni",
"Mingze",
""
],
[
"Sun",
"Zhensu",
""
],
[
"Liu",
"Wei",
""
]
] | Recent research has revealed that natural language processing (NLP) models are vulnerable to adversarial examples. However, the current techniques for generating such examples rely on deterministic heuristic rules, which fail to produce optimal adversarial examples. In response, this study proposes a new method called ... |
1903.11277 | Masataro Asai | Masataro Asai, Hiroshi Kajino | Towards Stable Symbol Grounding with Zero-Suppressed State AutoEncoder | Accepted in 29th International Conference of Automated Planning and
Scheduling (ICAPS-2019), Planning and Learning track | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While classical planning has been an active branch of AI, its applicability
is limited to the tasks precisely modeled by humans. Fully automated high-level
agents should be instead able to find a symbolic representation of an unknown
environment without supervision, otherwise it exhibits the knowledge
acquisition bot... | [
{
"created": "Wed, 27 Mar 2019 07:46:02 GMT",
"version": "v1"
}
] | 2019-03-28 | [
[
"Asai",
"Masataro",
""
],
[
"Kajino",
"Hiroshi",
""
]
] | While classical planning has been an active branch of AI, its applicability is limited to the tasks precisely modeled by humans. Fully automated high-level agents should be instead able to find a symbolic representation of an unknown environment without supervision, otherwise it exhibits the knowledge acquisition bottl... |
2010.01875 | Lei Feng | Lei Feng, Senlin Shu, Nan Lu, Bo Han, Miao Xu, Gang Niu, Bo An,
Masashi Sugiyama | Pointwise Binary Classification with Pairwise Confidence Comparisons | Accepted to ICML 2021 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | To alleviate the data requirement for training effective binary classifiers
in binary classification, many weakly supervised learning settings have been
proposed. Among them, some consider using pairwise but not pointwise labels,
when pointwise labels are not accessible due to privacy, confidentiality, or
security re... | [
{
"created": "Mon, 5 Oct 2020 09:23:58 GMT",
"version": "v1"
},
{
"created": "Sun, 1 Nov 2020 15:26:43 GMT",
"version": "v2"
},
{
"created": "Sat, 19 Jun 2021 15:08:45 GMT",
"version": "v3"
},
{
"created": "Thu, 13 Jan 2022 08:59:36 GMT",
"version": "v4"
}
] | 2022-01-14 | [
[
"Feng",
"Lei",
""
],
[
"Shu",
"Senlin",
""
],
[
"Lu",
"Nan",
""
],
[
"Han",
"Bo",
""
],
[
"Xu",
"Miao",
""
],
[
"Niu",
"Gang",
""
],
[
"An",
"Bo",
""
],
[
"Sugiyama",
"Masashi",
""
]
] | To alleviate the data requirement for training effective binary classifiers in binary classification, many weakly supervised learning settings have been proposed. Among them, some consider using pairwise but not pointwise labels, when pointwise labels are not accessible due to privacy, confidentiality, or security reas... |
1603.06848 | Pedro Comesa\~na | Pedro Comesa\~na-Alfaro and Fernando P\'erez-Gonz\'alez | Report on Dirty Paper Coding Estimation with multidimensional lattices | 86 pages, 53 figures | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this report we include some derivations on a channel estimation method
based on the use of Dirty Paper Coding. Specifically, we analyze the proposed
method, named Dirty Paper-based Channel Estimation (DPCE), when the considered
codebooks are high-dimensional lattices.
| [
{
"created": "Tue, 22 Mar 2016 16:06:43 GMT",
"version": "v1"
}
] | 2016-03-23 | [
[
"Comesaña-Alfaro",
"Pedro",
""
],
[
"Pérez-González",
"Fernando",
""
]
] | In this report we include some derivations on a channel estimation method based on the use of Dirty Paper Coding. Specifically, we analyze the proposed method, named Dirty Paper-based Channel Estimation (DPCE), when the considered codebooks are high-dimensional lattices. |
2303.17408 | Yucheng Ruan | Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah,
Mengling Feng | P-Transformer: A Prompt-based Multimodal Transformer Architecture For
Medical Tabular Data | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Medical tabular data, abundant in Electronic Health Records (EHRs), is a
valuable resource for diverse medical tasks such as risk prediction. While deep
learning approaches, particularly transformer-based models, have shown
remarkable performance in tabular data prediction, there are still problems
remained for exist... | [
{
"created": "Thu, 30 Mar 2023 14:25:44 GMT",
"version": "v1"
},
{
"created": "Wed, 9 Aug 2023 08:58:25 GMT",
"version": "v2"
},
{
"created": "Tue, 9 Jan 2024 10:28:00 GMT",
"version": "v3"
}
] | 2024-01-10 | [
[
"Ruan",
"Yucheng",
""
],
[
"Lan",
"Xiang",
""
],
[
"Tan",
"Daniel J.",
""
],
[
"Abdullah",
"Hairil Rizal",
""
],
[
"Feng",
"Mengling",
""
]
] | Medical tabular data, abundant in Electronic Health Records (EHRs), is a valuable resource for diverse medical tasks such as risk prediction. While deep learning approaches, particularly transformer-based models, have shown remarkable performance in tabular data prediction, there are still problems remained for existin... |
1111.5807 | Krasinski Tadeusz | Tadeusz Krasinski, Sebastian Sakowski, Tomasz Poplawski | Autonomous push-down automaton built on DNA | null | null | null | null | cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we propose a biomolecular implementation of the push-down
automaton (one of theoretical models of computing device with unbounded memory)
using DNA molecules. The idea of this improved implementation was inspired by
Cavaliere et al. (2005).
| [
{
"created": "Thu, 24 Nov 2011 15:52:54 GMT",
"version": "v1"
}
] | 2011-11-28 | [
[
"Krasinski",
"Tadeusz",
""
],
[
"Sakowski",
"Sebastian",
""
],
[
"Poplawski",
"Tomasz",
""
]
] | In this paper we propose a biomolecular implementation of the push-down automaton (one of theoretical models of computing device with unbounded memory) using DNA molecules. The idea of this improved implementation was inspired by Cavaliere et al. (2005). |
2306.15248 | Tianyang Cai | Tianyang Cai, Yuqi Li, Tao Jia, Leo Yu Zhang, and Zheng Yang | Catch Me If You Can: A New Low-Rate DDoS Attack Strategy Disguised by
Feint | null | null | 10.1109/CSCWD57460.2023.10152609 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | While collaborative systems provide convenience to our lives, they also face
many security threats. One of them is the Low-rate Distributed
Denial-of-Service (LDDoS) attack, which is a worthy concern. Unlike volumetric
DDoS attacks that continuously send large volumes of traffic, LDDoS attacks are
more stealthy and d... | [
{
"created": "Tue, 27 Jun 2023 07:07:39 GMT",
"version": "v1"
}
] | 2023-06-28 | [
[
"Cai",
"Tianyang",
""
],
[
"Li",
"Yuqi",
""
],
[
"Jia",
"Tao",
""
],
[
"Zhang",
"Leo Yu",
""
],
[
"Yang",
"Zheng",
""
]
] | While collaborative systems provide convenience to our lives, they also face many security threats. One of them is the Low-rate Distributed Denial-of-Service (LDDoS) attack, which is a worthy concern. Unlike volumetric DDoS attacks that continuously send large volumes of traffic, LDDoS attacks are more stealthy and dif... |
2311.07864 | Thao Nguyen | Thao Nguyen, Simon Kornblith | Probing clustering in neural network representations | null | null | null | null | cs.LG cs.CV | http://creativecommons.org/licenses/by/4.0/ | Neural network representations contain structure beyond what was present in
the training labels. For instance, representations of images that are visually
or semantically similar tend to lie closer to each other than to dissimilar
images, regardless of their labels. Clustering these representations can thus
provide i... | [
{
"created": "Tue, 14 Nov 2023 02:33:54 GMT",
"version": "v1"
}
] | 2023-11-15 | [
[
"Nguyen",
"Thao",
""
],
[
"Kornblith",
"Simon",
""
]
] | Neural network representations contain structure beyond what was present in the training labels. For instance, representations of images that are visually or semantically similar tend to lie closer to each other than to dissimilar images, regardless of their labels. Clustering these representations can thus provide ins... |
2305.05519 | Vishnu Sharma | Vishnu Dutt Sharma, Jingxi Chen, Pratap Tokekar | ProxMaP: Proximal Occupancy Map Prediction for Efficient Indoor Robot
Navigation | This is an incremental work over an existing arxiv submission of the
author. It will be re-uploaded as a version of that work [arXiv:2203.04177] | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In a typical path planning pipeline for a ground robot, we build a map (e.g.,
an occupancy grid) of the environment as the robot moves around. While
navigating indoors, a ground robot's knowledge about the environment may be
limited due to occlusions. Therefore, the map will have many as-yet-unknown
regions that may ... | [
{
"created": "Tue, 9 May 2023 15:16:57 GMT",
"version": "v1"
},
{
"created": "Wed, 10 May 2023 01:59:45 GMT",
"version": "v2"
}
] | 2023-08-03 | [
[
"Sharma",
"Vishnu Dutt",
""
],
[
"Chen",
"Jingxi",
""
],
[
"Tokekar",
"Pratap",
""
]
] | In a typical path planning pipeline for a ground robot, we build a map (e.g., an occupancy grid) of the environment as the robot moves around. While navigating indoors, a ground robot's knowledge about the environment may be limited due to occlusions. Therefore, the map will have many as-yet-unknown regions that may ne... |
2407.11238 | Adam Korycki | Adam Korycki, Colleen Josephson, Steve McGuire | Evaluating geometric accuracy of NeRF reconstructions compared to SLAM
method | null | null | null | null | cs.CV cs.RO | http://creativecommons.org/licenses/by/4.0/ | As Neural Radiance Field (NeRF) implementations become faster, more efficient
and accurate, their applicability to real world mapping tasks becomes more
accessible. Traditionally, 3D mapping, or scene reconstruction, has relied on
expensive LiDAR sensing. Photogrammetry can perform image-based 3D
reconstruction but i... | [
{
"created": "Mon, 15 Jul 2024 21:04:11 GMT",
"version": "v1"
},
{
"created": "Thu, 25 Jul 2024 20:40:13 GMT",
"version": "v2"
}
] | 2024-07-29 | [
[
"Korycki",
"Adam",
""
],
[
"Josephson",
"Colleen",
""
],
[
"McGuire",
"Steve",
""
]
] | As Neural Radiance Field (NeRF) implementations become faster, more efficient and accurate, their applicability to real world mapping tasks becomes more accessible. Traditionally, 3D mapping, or scene reconstruction, has relied on expensive LiDAR sensing. Photogrammetry can perform image-based 3D reconstruction but is ... |
1312.4384 | Eren Golge | Eren Golge and Pinar Duygulu | Rectifying Self Organizing Maps for Automatic Concept Learning from Web
Images | present CVPR2014 submission | null | null | null | cs.CV cs.LG cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We attack the problem of learning concepts automatically from noisy web image
search results. Going beyond low level attributes, such as colour and texture,
we explore weakly-labelled datasets for the learning of higher level concepts,
such as scene categories. The idea is based on discovering common
characteristics ... | [
{
"created": "Mon, 16 Dec 2013 14:51:00 GMT",
"version": "v1"
}
] | 2013-12-17 | [
[
"Golge",
"Eren",
""
],
[
"Duygulu",
"Pinar",
""
]
] | We attack the problem of learning concepts automatically from noisy web image search results. Going beyond low level attributes, such as colour and texture, we explore weakly-labelled datasets for the learning of higher level concepts, such as scene categories. The idea is based on discovering common characteristics sh... |
2210.08188 | Haiyun He | Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel Rodrigues, Vincent Y.
F. Tan | How Does Pseudo-Labeling Affect the Generalization Error of the
Semi-Supervised Gibbs Algorithm? | 30 pages, 4 figures | null | null | null | cs.IT cs.LG math.IT | http://creativecommons.org/publicdomain/zero/1.0/ | We provide an exact characterization of the expected generalization error
(gen-error) for semi-supervised learning (SSL) with pseudo-labeling via the
Gibbs algorithm. The gen-error is expressed in terms of the symmetrized KL
information between the output hypothesis, the pseudo-labeled dataset, and the
labeled datase... | [
{
"created": "Sat, 15 Oct 2022 04:11:56 GMT",
"version": "v1"
},
{
"created": "Thu, 15 Jun 2023 17:22:45 GMT",
"version": "v2"
}
] | 2023-06-16 | [
[
"He",
"Haiyun",
""
],
[
"Aminian",
"Gholamali",
""
],
[
"Bu",
"Yuheng",
""
],
[
"Rodrigues",
"Miguel",
""
],
[
"Tan",
"Vincent Y. F.",
""
]
] | We provide an exact characterization of the expected generalization error (gen-error) for semi-supervised learning (SSL) with pseudo-labeling via the Gibbs algorithm. The gen-error is expressed in terms of the symmetrized KL information between the output hypothesis, the pseudo-labeled dataset, and the labeled dataset.... |
1911.03667 | Satyajit Neogi | Satyajit Neogi, Justin Dauwels | Factored Latent-Dynamic Conditional Random Fields for Single and
Multi-label Sequence Modeling | To be submitted to Journal of Machine Learning Research (JMLR) | null | null | null | cs.LG eess.SP stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Conditional Random Fields (CRF) are frequently applied for labeling and
segmenting sequence data. Morency et al. (2007) introduced hidden state
variables in a labeled CRF structure in order to model the latent dynamics
within class labels, thus improving the labeling performance. Such a model is
known as Latent-Dynam... | [
{
"created": "Sat, 9 Nov 2019 11:16:42 GMT",
"version": "v1"
},
{
"created": "Tue, 12 Nov 2019 10:56:29 GMT",
"version": "v2"
}
] | 2019-11-13 | [
[
"Neogi",
"Satyajit",
""
],
[
"Dauwels",
"Justin",
""
]
] | Conditional Random Fields (CRF) are frequently applied for labeling and segmenting sequence data. Morency et al. (2007) introduced hidden state variables in a labeled CRF structure in order to model the latent dynamics within class labels, thus improving the labeling performance. Such a model is known as Latent-Dynamic... |
2308.12017 | Donghao Zhou | Donghao Zhou, Jialin Li, Jinpeng Li, Jiancheng Huang, Qiang Nie, Yong
Liu, Bin-Bin Gao, Qiong Wang, Pheng-Ann Heng, Guangyong Chen | DISCO: Distribution-Aware Calibration for Object Detection with Noisy
Bounding Boxes | 12 pages, 9 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large-scale well-annotated datasets are of great importance for training an
effective object detector. However, obtaining accurate bounding box annotations
is laborious and demanding. Unfortunately, the resultant noisy bounding boxes
could cause corrupt supervision signals and thus diminish detection
performance. Mot... | [
{
"created": "Wed, 23 Aug 2023 09:20:05 GMT",
"version": "v1"
},
{
"created": "Sat, 27 Jan 2024 07:30:05 GMT",
"version": "v2"
}
] | 2024-01-30 | [
[
"Zhou",
"Donghao",
""
],
[
"Li",
"Jialin",
""
],
[
"Li",
"Jinpeng",
""
],
[
"Huang",
"Jiancheng",
""
],
[
"Nie",
"Qiang",
""
],
[
"Liu",
"Yong",
""
],
[
"Gao",
"Bin-Bin",
""
],
[
"Wang",
"Qiong"... | Large-scale well-annotated datasets are of great importance for training an effective object detector. However, obtaining accurate bounding box annotations is laborious and demanding. Unfortunately, the resultant noisy bounding boxes could cause corrupt supervision signals and thus diminish detection performance. Motiv... |
2206.08129 | Penghao Wu | Penghao Wu, Xiaosong Jia, Li Chen, Junchi Yan, Hongyang Li, Yu Qiao | Trajectory-guided Control Prediction for End-to-end Autonomous Driving:
A Simple yet Strong Baseline | Accepted at NeurIPS 2022 | null | null | null | cs.CV cs.AI cs.RO | http://creativecommons.org/licenses/by/4.0/ | Current end-to-end autonomous driving methods either run a controller based
on a planned trajectory or perform control prediction directly, which have
spanned two separately studied lines of research. Seeing their potential mutual
benefits to each other, this paper takes the initiative to explore the
combination of t... | [
{
"created": "Thu, 16 Jun 2022 12:42:44 GMT",
"version": "v1"
},
{
"created": "Sat, 15 Oct 2022 06:12:13 GMT",
"version": "v2"
}
] | 2022-10-18 | [
[
"Wu",
"Penghao",
""
],
[
"Jia",
"Xiaosong",
""
],
[
"Chen",
"Li",
""
],
[
"Yan",
"Junchi",
""
],
[
"Li",
"Hongyang",
""
],
[
"Qiao",
"Yu",
""
]
] | Current end-to-end autonomous driving methods either run a controller based on a planned trajectory or perform control prediction directly, which have spanned two separately studied lines of research. Seeing their potential mutual benefits to each other, this paper takes the initiative to explore the combination of the... |
2009.07755 | Guillaume Salha | Elena V. Epure and Guillaume Salha and Romain Hennequin | Multilingual Music Genre Embeddings for Effective Cross-Lingual Music
Item Annotation | 21st International Society for Music Information Retrieval Conference
(ISMIR 2020) | null | null | null | cs.CL cs.IR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Annotating music items with music genres is crucial for music recommendation
and information retrieval, yet challenging given that music genres are
subjective concepts. Recently, in order to explicitly consider this
subjectivity, the annotation of music items was modeled as a translation task:
predict for a music ite... | [
{
"created": "Wed, 16 Sep 2020 15:39:04 GMT",
"version": "v1"
}
] | 2020-09-17 | [
[
"Epure",
"Elena V.",
""
],
[
"Salha",
"Guillaume",
""
],
[
"Hennequin",
"Romain",
""
]
] | Annotating music items with music genres is crucial for music recommendation and information retrieval, yet challenging given that music genres are subjective concepts. Recently, in order to explicitly consider this subjectivity, the annotation of music items was modeled as a translation task: predict for a music item ... |
2309.15176 | Nayoung Kim | Nayoung Kim, David Mosallanezhad, Lu Cheng, Michelle V. Mancenido,
Huan Liu | Robust Stance Detection: Understanding Public Perceptions in Social
Media | null | ASONAM 2024 | null | null | cs.CL cs.SI | http://creativecommons.org/licenses/by/4.0/ | The abundance of social media data has presented opportunities for accurately
determining public and group-specific stances around policy proposals or
controversial topics. In contrast with sentiment analysis which focuses on
identifying prevailing emotions, stance detection identifies precise positions
(i.e., suppor... | [
{
"created": "Tue, 26 Sep 2023 18:19:51 GMT",
"version": "v1"
},
{
"created": "Mon, 1 Jul 2024 22:06:00 GMT",
"version": "v2"
}
] | 2024-07-03 | [
[
"Kim",
"Nayoung",
""
],
[
"Mosallanezhad",
"David",
""
],
[
"Cheng",
"Lu",
""
],
[
"Mancenido",
"Michelle V.",
""
],
[
"Liu",
"Huan",
""
]
] | The abundance of social media data has presented opportunities for accurately determining public and group-specific stances around policy proposals or controversial topics. In contrast with sentiment analysis which focuses on identifying prevailing emotions, stance detection identifies precise positions (i.e., supporti... |
2001.02394 | Gao Huang | Gao Huang and Zhuang Liu and Geoff Pleiss and Laurens van der Maaten
and Kilian Q. Weinberger | Convolutional Networks with Dense Connectivity | Journal(PAMI) version of DenseNet(CVPR'17) | null | null | null | cs.LG cs.CV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent work has shown that convolutional networks can be substantially
deeper, more accurate, and efficient to train if they contain shorter
connections between layers close to the input and those close to the output. In
this paper, we embrace this observation and introduce the Dense Convolutional
Network (DenseNet),... | [
{
"created": "Wed, 8 Jan 2020 06:54:53 GMT",
"version": "v1"
}
] | 2020-01-09 | [
[
"Huang",
"Gao",
""
],
[
"Liu",
"Zhuang",
""
],
[
"Pleiss",
"Geoff",
""
],
[
"van der Maaten",
"Laurens",
""
],
[
"Weinberger",
"Kilian Q.",
""
]
] | Recent work has shown that convolutional networks can be substantially deeper, more accurate, and efficient to train if they contain shorter connections between layers close to the input and those close to the output. In this paper, we embrace this observation and introduce the Dense Convolutional Network (DenseNet), w... |
2404.00930 | Ji-Eun Han | Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn | PSYDIAL: Personality-based Synthetic Dialogue Generation using Large
Language Models | LREC-COLING 2024 Main | null | null | null | cs.CL | http://creativecommons.org/licenses/by-sa/4.0/ | We present a novel end-to-end personality-based synthetic dialogue data
generation pipeline, specifically designed to elicit responses from large
language models via prompting. We design the prompts to generate more
human-like dialogues considering real-world scenarios when users engage with
chatbots. We introduce PS... | [
{
"created": "Mon, 1 Apr 2024 05:19:34 GMT",
"version": "v1"
}
] | 2024-04-02 | [
[
"Han",
"Ji-Eun",
""
],
[
"Koh",
"Jun-Seok",
""
],
[
"Seo",
"Hyeon-Tae",
""
],
[
"Chang",
"Du-Seong",
""
],
[
"Sohn",
"Kyung-Ah",
""
]
] | We present a novel end-to-end personality-based synthetic dialogue data generation pipeline, specifically designed to elicit responses from large language models via prompting. We design the prompts to generate more human-like dialogues considering real-world scenarios when users engage with chatbots. We introduce PSYD... |
2408.05635 | Zhongche Qu | Zhongche Qu, Zhi Zhang, Cong Liu, Jianhua Yin | Visual SLAM with 3D Gaussian Primitives and Depth Priors Enabling Novel
View Synthesis | null | null | null | null | cs.CV cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Conventional geometry-based SLAM systems lack dense 3D reconstruction
capabilities since their data association usually relies on feature
correspondences. Additionally, learning-based SLAM systems often fall short in
terms of real-time performance and accuracy. Balancing real-time performance
with dense 3D reconstruc... | [
{
"created": "Sat, 10 Aug 2024 21:23:08 GMT",
"version": "v1"
}
] | 2024-08-13 | [
[
"Qu",
"Zhongche",
""
],
[
"Zhang",
"Zhi",
""
],
[
"Liu",
"Cong",
""
],
[
"Yin",
"Jianhua",
""
]
] | Conventional geometry-based SLAM systems lack dense 3D reconstruction capabilities since their data association usually relies on feature correspondences. Additionally, learning-based SLAM systems often fall short in terms of real-time performance and accuracy. Balancing real-time performance with dense 3D reconstructi... |
2307.08555 | Shubhang Kulkarni | Krist\'of B\'erczi, Karthekeyan Chandrasekaran, Tam\'as Kir\'aly,
Shubhang Kulkarni | Splitting-off in Hypergraphs | null | null | null | null | cs.DS cs.DM | http://creativecommons.org/licenses/by/4.0/ | The splitting-off operation in undirected graphs is a fundamental reduction
operation that detaches all edges incident to a given vertex and adds new edges
between the neighbors of that vertex while preserving their degrees. Lov\'asz
(1974) and Mader (1978) showed the existence of this operation while preserving
glob... | [
{
"created": "Mon, 17 Jul 2023 15:15:25 GMT",
"version": "v1"
},
{
"created": "Fri, 25 Aug 2023 21:21:02 GMT",
"version": "v2"
},
{
"created": "Wed, 15 Nov 2023 20:47:05 GMT",
"version": "v3"
},
{
"created": "Fri, 16 Feb 2024 17:40:32 GMT",
"version": "v4"
}
] | 2024-02-19 | [
[
"Bérczi",
"Kristóf",
""
],
[
"Chandrasekaran",
"Karthekeyan",
""
],
[
"Király",
"Tamás",
""
],
[
"Kulkarni",
"Shubhang",
""
]
] | The splitting-off operation in undirected graphs is a fundamental reduction operation that detaches all edges incident to a given vertex and adds new edges between the neighbors of that vertex while preserving their degrees. Lov\'asz (1974) and Mader (1978) showed the existence of this operation while preserving global... |
2304.06043 | Janamejaya Channegowda | Janamejaya Channegowda, Vageesh Maiya, Chaitanya Lingaraj | A Deep Learning Approach Towards Generating High-fidelity Diverse
Synthetic Battery Datasets | Accepted at IEEE Transactions on Industry Applications | null | 10.1109/TIA.2023.3265359 | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | Recent surge in the number of Electric Vehicles have created a need to
develop inexpensive energy-dense Battery Storage Systems. Many countries across
the planet have put in place concrete measures to reduce and subsequently limit
the number of vehicles powered by fossil fuels. Lithium-ion based batteries are
present... | [
{
"created": "Sun, 9 Apr 2023 05:41:21 GMT",
"version": "v1"
}
] | 2023-04-14 | [
[
"Channegowda",
"Janamejaya",
""
],
[
"Maiya",
"Vageesh",
""
],
[
"Lingaraj",
"Chaitanya",
""
]
] | Recent surge in the number of Electric Vehicles have created a need to develop inexpensive energy-dense Battery Storage Systems. Many countries across the planet have put in place concrete measures to reduce and subsequently limit the number of vehicles powered by fossil fuels. Lithium-ion based batteries are presently... |
cs/0609005 | Moustapha Diaby | Moustapha Diaby | The traveling salesman problem: A Linear programming formulation | 10 pages; Published in "WSEAS Transactions on Mathematics."
Constraints added to rectify minor oversight in proof of proposition 2
(Theoretical development is same). Hofman's claim of a "counter-example"
(arXiv cs/0610125 and cs/0611008) is invalid: violates constraints 2.11-2.15 | null | null | null | cs.CC cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we present a polynomial-sized linear programming formulation
of the Traveling Salesman Problem (TSP). The proposed linear program is a
network flow-based model. Numerical implementation issues and results are
discussed. (The exposition and proofs are much more detailed in an edition
which I wrote in co... | [
{
"created": "Sat, 2 Sep 2006 09:28:41 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Oct 2006 15:47:19 GMT",
"version": "v2"
},
{
"created": "Sun, 22 Oct 2006 14:01:23 GMT",
"version": "v3"
},
{
"created": "Fri, 10 Nov 2006 09:44:19 GMT",
"version": "v4"
},
{
"cr... | 2014-07-11 | [
[
"Diaby",
"Moustapha",
""
]
] | In this paper, we present a polynomial-sized linear programming formulation of the Traveling Salesman Problem (TSP). The proposed linear program is a network flow-based model. Numerical implementation issues and results are discussed. (The exposition and proofs are much more detailed in an edition which I wrote in coll... |
2012.10672 | Yao Deng | Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai liu, Miryung Kim,
Tsong Yueh Chen | A Declarative Metamorphic Testing Framework for Autonomous Driving | null | null | null | null | cs.SE | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Autonomous driving has gained much attention from both industry and academia.
Currently, Deep Neural Networks (DNNs) are widely used for perception and
control in autonomous driving. However, several fatal accidents caused by
autonomous vehicles have raised serious safety concerns about autonomous
driving models. Som... | [
{
"created": "Sat, 19 Dec 2020 12:26:06 GMT",
"version": "v1"
},
{
"created": "Wed, 23 Dec 2020 00:17:56 GMT",
"version": "v2"
},
{
"created": "Sun, 4 Sep 2022 09:51:19 GMT",
"version": "v3"
},
{
"created": "Fri, 23 Sep 2022 23:11:10 GMT",
"version": "v4"
}
] | 2022-09-28 | [
[
"Deng",
"Yao",
""
],
[
"Zheng",
"Xi",
""
],
[
"Zhang",
"Tianyi",
""
],
[
"Lou",
"Guannan",
""
],
[
"liu",
"Huai",
""
],
[
"Kim",
"Miryung",
""
],
[
"Chen",
"Tsong Yueh",
""
]
] | Autonomous driving has gained much attention from both industry and academia. Currently, Deep Neural Networks (DNNs) are widely used for perception and control in autonomous driving. However, several fatal accidents caused by autonomous vehicles have raised serious safety concerns about autonomous driving models. Some ... |
1712.09203 | Hongyang Zhang | Yuanzhi Li, Tengyu Ma, Hongyang Zhang | Algorithmic Regularization in Over-parameterized Matrix Sensing and
Neural Networks with Quadratic Activations | COLT 2018 best paper; fixed minor missing steps in the previous
version | null | null | null | cs.LG cs.DS math.OC stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We show that the gradient descent algorithm provides an implicit
regularization effect in the learning of over-parameterized matrix
factorization models and one-hidden-layer neural networks with quadratic
activations. Concretely, we show that given $\tilde{O}(dr^{2})$ random linear
measurements of a rank $r$ positive... | [
{
"created": "Tue, 26 Dec 2017 08:04:43 GMT",
"version": "v1"
},
{
"created": "Wed, 21 Feb 2018 08:21:52 GMT",
"version": "v2"
},
{
"created": "Thu, 22 Feb 2018 03:50:08 GMT",
"version": "v3"
},
{
"created": "Mon, 19 Mar 2018 07:59:32 GMT",
"version": "v4"
},
{
"c... | 2019-02-15 | [
[
"Li",
"Yuanzhi",
""
],
[
"Ma",
"Tengyu",
""
],
[
"Zhang",
"Hongyang",
""
]
] | We show that the gradient descent algorithm provides an implicit regularization effect in the learning of over-parameterized matrix factorization models and one-hidden-layer neural networks with quadratic activations. Concretely, we show that given $\tilde{O}(dr^{2})$ random linear measurements of a rank $r$ positive s... |
2105.07043 | Bob de Ruiter | Bob de Ruiter | Post-processing Multi-Model Medium-Term Precipitation Forecasts Using
Convolutional Neural Networks | null | null | null | null | cs.LG physics.ao-ph | http://creativecommons.org/licenses/by-nc-nd/4.0/ | The goal of this study was to improve the post-processing of precipitation
forecasts using convolutional neural networks (CNNs). Instead of
post-processing forecasts on a per-pixel basis, as is usually done when
employing machine learning in meteorological post-processing, input forecast
images were combined and tran... | [
{
"created": "Fri, 14 May 2021 19:30:48 GMT",
"version": "v1"
}
] | 2021-05-18 | [
[
"de Ruiter",
"Bob",
""
]
] | The goal of this study was to improve the post-processing of precipitation forecasts using convolutional neural networks (CNNs). Instead of post-processing forecasts on a per-pixel basis, as is usually done when employing machine learning in meteorological post-processing, input forecast images were combined and transf... |
2301.12640 | Junlong Lyu | Junlong Lyu, Zhitang Chen, Wenlong Lyu, Jianye Hao | Reweighted Interacting Langevin Diffusions: an Accelerated Sampling
Methodfor Optimization | null | null | null | null | cs.LG math.AP math.OC | http://creativecommons.org/licenses/by/4.0/ | We proposed a new technique to accelerate sampling methods for solving
difficult optimization problems. Our method investigates the intrinsic
connection between posterior distribution sampling and optimization with
Langevin dynamics, and then we propose an interacting particle scheme that
approximates a Reweighted In... | [
{
"created": "Mon, 30 Jan 2023 03:48:20 GMT",
"version": "v1"
}
] | 2023-01-31 | [
[
"Lyu",
"Junlong",
""
],
[
"Chen",
"Zhitang",
""
],
[
"Lyu",
"Wenlong",
""
],
[
"Hao",
"Jianye",
""
]
] | We proposed a new technique to accelerate sampling methods for solving difficult optimization problems. Our method investigates the intrinsic connection between posterior distribution sampling and optimization with Langevin dynamics, and then we propose an interacting particle scheme that approximates a Reweighted Inte... |
2210.07270 | Yuval Marton | Aashish Arora, Harshitha Malireddi, Daniel Bauer, Asad Sayeed, Yuval
Marton | Multi-Task Learning for Joint Semantic Role and Proto-Role Labeling | 10 pages including references. 2 figures. First 2 authors contributed
significantly | null | null | null | cs.CL | http://creativecommons.org/licenses/by-sa/4.0/ | We put forward an end-to-end multi-step machine learning model which jointly
labels semantic roles and the proto-roles of Dowty (1991), given a sentence and
the predicates therein. Our best architecture first learns argument spans
followed by learning the argument's syntactic heads. This information is shared
with th... | [
{
"created": "Thu, 13 Oct 2022 18:05:51 GMT",
"version": "v1"
}
] | 2022-10-17 | [
[
"Arora",
"Aashish",
""
],
[
"Malireddi",
"Harshitha",
""
],
[
"Bauer",
"Daniel",
""
],
[
"Sayeed",
"Asad",
""
],
[
"Marton",
"Yuval",
""
]
] | We put forward an end-to-end multi-step machine learning model which jointly labels semantic roles and the proto-roles of Dowty (1991), given a sentence and the predicates therein. Our best architecture first learns argument spans followed by learning the argument's syntactic heads. This information is shared with the ... |
1805.00825 | Yu Chen | Ronghua Xu, Yu Chen, Erik Blasch, Genshe Chen | A Federated Capability-based Access Control Mechanism for Internet of
Things (IoTs) | the SPIE Defense & Commercial Sensing 2018 (DCS), Conference on
Sensors and Systems for Space Applications, Orlando, FL, USA, April 15, 2018.
arXiv admin note: text overlap with arXiv:1804.09267 | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The prevalence of Internet of Things (IoTs) allows heterogeneous embedded
smart devices to collaboratively provide intelligent services with or without
human intervention. While leveraging the large-scale IoT-based applications
like Smart Gird and Smart Cities, IoT also incurs more concerns on privacy and
security. A... | [
{
"created": "Tue, 1 May 2018 16:27:49 GMT",
"version": "v1"
}
] | 2018-05-03 | [
[
"Xu",
"Ronghua",
""
],
[
"Chen",
"Yu",
""
],
[
"Blasch",
"Erik",
""
],
[
"Chen",
"Genshe",
""
]
] | The prevalence of Internet of Things (IoTs) allows heterogeneous embedded smart devices to collaboratively provide intelligent services with or without human intervention. While leveraging the large-scale IoT-based applications like Smart Gird and Smart Cities, IoT also incurs more concerns on privacy and security. Amo... |
1903.05440 | Mark Levene | Andrius Mudinas and Dell Zhang and Mark Levene | Market Trend Prediction using Sentiment Analysis: Lessons Learned and
Paths Forward | 10 pages, 4 figues, 6 tables | null | null | null | cs.CL cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Financial market forecasting is one of the most attractive practical
applications of sentiment analysis. In this paper, we investigate the potential
of using sentiment \emph{attitudes} (positive vs negative) and also sentiment
\emph{emotions} (joy, sadness, etc.) extracted from financial news or tweets to
help predic... | [
{
"created": "Wed, 13 Mar 2019 12:19:45 GMT",
"version": "v1"
}
] | 2019-03-14 | [
[
"Mudinas",
"Andrius",
""
],
[
"Zhang",
"Dell",
""
],
[
"Levene",
"Mark",
""
]
] | Financial market forecasting is one of the most attractive practical applications of sentiment analysis. In this paper, we investigate the potential of using sentiment \emph{attitudes} (positive vs negative) and also sentiment \emph{emotions} (joy, sadness, etc.) extracted from financial news or tweets to help predict ... |
2004.14581 | Eisuke Shibuya | Eisuke Shibuya, Kazuhiro Hotta | Feedback U-net for Cell Image Segmentation | Accepted by CVPR2020 Workshop "Computer Vision for Microscopy Image
Analysis (CVMI)" | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Human brain is a layered structure, and performs not only a feedforward
process from a lower layer to an upper layer but also a feedback process from
an upper layer to a lower layer. The layer is a collection of neurons, and
neural network is a mathematical model of the function of neurons. Although
neural network im... | [
{
"created": "Thu, 30 Apr 2020 04:16:26 GMT",
"version": "v1"
}
] | 2020-05-01 | [
[
"Shibuya",
"Eisuke",
""
],
[
"Hotta",
"Kazuhiro",
""
]
] | Human brain is a layered structure, and performs not only a feedforward process from a lower layer to an upper layer but also a feedback process from an upper layer to a lower layer. The layer is a collection of neurons, and neural network is a mathematical model of the function of neurons. Although neural network imit... |
2110.07683 | M. Caner Tol | M. Caner Tol, Saad Islam, Andrew J. Adiletta, Berk Sunar, Ziming Zhang | Don't Knock! Rowhammer at the Backdoor of DNN Models | 2023 53rd Annual IEEE/IFIP International Conference on Dependable
Systems and Networks (DSN) | null | null | null | cs.LG cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | State-of-the-art deep neural networks (DNNs) have been proven to be
vulnerable to adversarial manipulation and backdoor attacks. Backdoored models
deviate from expected behavior on inputs with predefined triggers while
retaining performance on clean data. Recent works focus on software simulation
of backdoor injectio... | [
{
"created": "Thu, 14 Oct 2021 19:43:53 GMT",
"version": "v1"
},
{
"created": "Thu, 3 Feb 2022 18:00:11 GMT",
"version": "v2"
},
{
"created": "Thu, 13 Apr 2023 20:39:15 GMT",
"version": "v3"
}
] | 2023-04-17 | [
[
"Tol",
"M. Caner",
""
],
[
"Islam",
"Saad",
""
],
[
"Adiletta",
"Andrew J.",
""
],
[
"Sunar",
"Berk",
""
],
[
"Zhang",
"Ziming",
""
]
] | State-of-the-art deep neural networks (DNNs) have been proven to be vulnerable to adversarial manipulation and backdoor attacks. Backdoored models deviate from expected behavior on inputs with predefined triggers while retaining performance on clean data. Recent works focus on software simulation of backdoor injection ... |
2103.09104 | Xidong Mu | Yuanwei Liu and Xidong Mu and Jiaqi Xu and Robert Schober and Yang Hao
and H. Vincent Poor and Lajos Hanzo | STAR: Simultaneous Transmission And Reflection for 360{\deg} Coverage by
Intelligent Surfaces | 15 pages, 5 figures | in IEEE Wireless Communications, vol. 28, no. 6, pp. 102-109,
December 2021 | 10.1109/MWC.001.2100191 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A novel simultaneously transmitting and reflecting (STAR) system design
relying on reconfigurable intelligent surfaces (RISs) is conceived. First, an
existing prototype is reviewed and the potential benefits of STAR-RISs are
discussed. Then, the key differences between conventional reflecting-only RISs
and STAR-RISs ... | [
{
"created": "Tue, 16 Mar 2021 14:37:26 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Mar 2021 08:42:46 GMT",
"version": "v2"
}
] | 2022-09-14 | [
[
"Liu",
"Yuanwei",
""
],
[
"Mu",
"Xidong",
""
],
[
"Xu",
"Jiaqi",
""
],
[
"Schober",
"Robert",
""
],
[
"Hao",
"Yang",
""
],
[
"Poor",
"H. Vincent",
""
],
[
"Hanzo",
"Lajos",
""
]
] | A novel simultaneously transmitting and reflecting (STAR) system design relying on reconfigurable intelligent surfaces (RISs) is conceived. First, an existing prototype is reviewed and the potential benefits of STAR-RISs are discussed. Then, the key differences between conventional reflecting-only RISs and STAR-RISs ar... |
2211.14105 | Marlene Careil | Marl\`ene Careil, St\'ephane Lathuili\`ere, Camille Couprie, Jakob
Verbeek | Unifying conditional and unconditional semantic image synthesis with
OCO-GAN | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Generative image models have been extensively studied in recent years. In the
unconditional setting, they model the marginal distribution from unlabelled
images. To allow for more control, image synthesis can be conditioned on
semantic segmentation maps that instruct the generator the position of objects
in the image... | [
{
"created": "Fri, 25 Nov 2022 13:43:21 GMT",
"version": "v1"
}
] | 2022-11-28 | [
[
"Careil",
"Marlène",
""
],
[
"Lathuilière",
"Stéphane",
""
],
[
"Couprie",
"Camille",
""
],
[
"Verbeek",
"Jakob",
""
]
] | Generative image models have been extensively studied in recent years. In the unconditional setting, they model the marginal distribution from unlabelled images. To allow for more control, image synthesis can be conditioned on semantic segmentation maps that instruct the generator the position of objects in the image. ... |
2008.00208 | Simeng Bian | Simeng Bian, Xi Huang, Ziyu Shao, Xin Gao, Yang Yang | Service Chain Composition with Failures in NFV Systems: A Game-Theoretic
Perspective | null | null | null | null | cs.NI cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For state-of-the-art network function virtualization (NFV) systems, it
remains a key challenge to conduct effective service chain composition for
different network services (NSs) with ultra-low request latencies and minimum
network congestion. To this end, existing solutions often require full
knowledge of the networ... | [
{
"created": "Sat, 1 Aug 2020 07:58:14 GMT",
"version": "v1"
}
] | 2020-08-04 | [
[
"Bian",
"Simeng",
""
],
[
"Huang",
"Xi",
""
],
[
"Shao",
"Ziyu",
""
],
[
"Gao",
"Xin",
""
],
[
"Yang",
"Yang",
""
]
] | For state-of-the-art network function virtualization (NFV) systems, it remains a key challenge to conduct effective service chain composition for different network services (NSs) with ultra-low request latencies and minimum network congestion. To this end, existing solutions often require full knowledge of the network ... |
2404.14442 | Donghwan Lee | Donghwan Lee | Unified ODE Analysis of Smooth Q-Learning Algorithms | null | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Convergence of Q-learning has been the focus of extensive research over the
past several decades. Recently, an asymptotic convergence analysis for
Q-learning was introduced using a switching system framework. This approach
applies the so-called ordinary differential equation (ODE) approach to prove
the convergence of... | [
{
"created": "Sat, 20 Apr 2024 01:16:27 GMT",
"version": "v1"
},
{
"created": "Wed, 24 Apr 2024 04:22:51 GMT",
"version": "v2"
}
] | 2024-04-25 | [
[
"Lee",
"Donghwan",
""
]
] | Convergence of Q-learning has been the focus of extensive research over the past several decades. Recently, an asymptotic convergence analysis for Q-learning was introduced using a switching system framework. This approach applies the so-called ordinary differential equation (ODE) approach to prove the convergence of t... |
1112.2188 | Chih-Yu Wang | Chih-Yu Wang and Yan Chen and K. J. Ray Liu | Chinese Restaurant Game - Part I: Theory of Learning with Negative
Network Externality | null | null | null | null | cs.SI cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In a social network, agents are intelligent and have the capability to make
decisions to maximize their utilities. They can either make wise decisions by
taking advantages of other agents' experiences through learning, or make
decisions earlier to avoid competitions from huge crowds. Both these two
effects, social le... | [
{
"created": "Fri, 9 Dec 2011 19:33:06 GMT",
"version": "v1"
},
{
"created": "Thu, 15 Dec 2011 00:21:47 GMT",
"version": "v2"
},
{
"created": "Mon, 13 Feb 2012 07:20:48 GMT",
"version": "v3"
}
] | 2012-02-14 | [
[
"Wang",
"Chih-Yu",
""
],
[
"Chen",
"Yan",
""
],
[
"Liu",
"K. J. Ray",
""
]
] | In a social network, agents are intelligent and have the capability to make decisions to maximize their utilities. They can either make wise decisions by taking advantages of other agents' experiences through learning, or make decisions earlier to avoid competitions from huge crowds. Both these two effects, social lear... |
2011.00975 | Dominique Fohr | Dominique Fohr, Irina Illina | DNN-Based Semantic Model for Rescoring N-best Speech Recognition List | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The word error rate (WER) of an automatic speech recognition (ASR) system
increases when a mismatch occurs between the training and the testing
conditions due to the noise, etc. In this case, the acoustic information can be
less reliable. This work aims to improve ASR by modeling long-term semantic
relations to compe... | [
{
"created": "Mon, 2 Nov 2020 13:50:59 GMT",
"version": "v1"
}
] | 2020-11-03 | [
[
"Fohr",
"Dominique",
""
],
[
"Illina",
"Irina",
""
]
] | The word error rate (WER) of an automatic speech recognition (ASR) system increases when a mismatch occurs between the training and the testing conditions due to the noise, etc. In this case, the acoustic information can be less reliable. This work aims to improve ASR by modeling long-term semantic relations to compens... |
2211.10806 | Constantinos Patsakis | Alexandros Zacharis and Constantinos Patsakis | AiCEF: An AI-assisted Cyber Exercise Content Generation Framework Using
Named Entity Recognition | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Content generation that is both relevant and up to date with the current
threats of the target audience is a critical element in the success of any
Cyber Security Exercise (CSE). Through this work, we explore the results of
applying machine learning techniques to unstructured information sources to
generate structure... | [
{
"created": "Sat, 19 Nov 2022 21:42:12 GMT",
"version": "v1"
}
] | 2022-11-22 | [
[
"Zacharis",
"Alexandros",
""
],
[
"Patsakis",
"Constantinos",
""
]
] | Content generation that is both relevant and up to date with the current threats of the target audience is a critical element in the success of any Cyber Security Exercise (CSE). Through this work, we explore the results of applying machine learning techniques to unstructured information sources to generate structured ... |
1608.05170 | Cory James Kleinheksel | Cory J. Kleinheksel and Arun K. Somani | Resource efficient redundancy using quorum-based cycle routing in
optical networks | 17th International Conference on Transparent Optical Networks
(ICTON), 5-9 July 2015. arXiv admin note: substantial text overlap with
arXiv:1608.05172, arXiv:1608.05168 | 2015 17th International Conference on Transparent Optical Networks
(ICTON), Budapest, 2015, pp. 1-4 | 10.1109/ICTON.2015.7193340 | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we propose a cycle redundancy technique that provides optical
networks almost fault-tolerant point-to-point and multipoint-to-multipoint
communications. The technique more importantly is shown to approximately halve
the necessary light-trail resources in the network while maintaining the
fault-tolerance... | [
{
"created": "Thu, 18 Aug 2016 04:35:50 GMT",
"version": "v1"
}
] | 2016-08-20 | [
[
"Kleinheksel",
"Cory J.",
""
],
[
"Somani",
"Arun K.",
""
]
] | In this paper we propose a cycle redundancy technique that provides optical networks almost fault-tolerant point-to-point and multipoint-to-multipoint communications. The technique more importantly is shown to approximately halve the necessary light-trail resources in the network while maintaining the fault-tolerance a... |
1009.4787 | Barak Raveh | Itamar Berger, Bosmat Eldar, Gal Zohar, Barak Raveh and Dan Halperin | Improving the Quality of Non-Holonomic Motion by Hybridizing C-PRM Paths | 2 pages | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Sampling-based motion planners are an effective means for generating
collision-free motion paths. However, the quality of these motion paths, with
respect to different quality measures such as path length, clearance,
smoothness or energy, is often notoriously low. This problem is accentuated in
the case of non-holono... | [
{
"created": "Fri, 24 Sep 2010 09:12:58 GMT",
"version": "v1"
}
] | 2010-09-27 | [
[
"Berger",
"Itamar",
""
],
[
"Eldar",
"Bosmat",
""
],
[
"Zohar",
"Gal",
""
],
[
"Raveh",
"Barak",
""
],
[
"Halperin",
"Dan",
""
]
] | Sampling-based motion planners are an effective means for generating collision-free motion paths. However, the quality of these motion paths, with respect to different quality measures such as path length, clearance, smoothness or energy, is often notoriously low. This problem is accentuated in the case of non-holonomi... |
2405.06275 | Nan Zhang | Nan Zhang, Yanchi Liu, Xujiang Zhao, Wei Cheng, Runxue Bao, Rui Zhang,
Prasenjit Mitra, Haifeng Chen | Pruning as a Domain-specific LLM Extractor | NAACL 2024 Findings | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Large Language Models (LLMs) have exhibited remarkable proficiency across a
wide array of NLP tasks. However, the escalation in model size also engenders
substantial deployment costs. While few efforts have explored model pruning
techniques to reduce the size of LLMs, they mainly center on general or
task-specific we... | [
{
"created": "Fri, 10 May 2024 07:05:02 GMT",
"version": "v1"
}
] | 2024-05-13 | [
[
"Zhang",
"Nan",
""
],
[
"Liu",
"Yanchi",
""
],
[
"Zhao",
"Xujiang",
""
],
[
"Cheng",
"Wei",
""
],
[
"Bao",
"Runxue",
""
],
[
"Zhang",
"Rui",
""
],
[
"Mitra",
"Prasenjit",
""
],
[
"Chen",
"Haifen... | Large Language Models (LLMs) have exhibited remarkable proficiency across a wide array of NLP tasks. However, the escalation in model size also engenders substantial deployment costs. While few efforts have explored model pruning techniques to reduce the size of LLMs, they mainly center on general or task-specific weig... |
2104.10022 | Bilal Farooq | Sayed Mehdi Meshkani and Bilal Farooq | A Decentralized Shared CAV System Design and Application | Presented at TRISTAN X, 17-21 June 2019, Hamilton Island, Australia | null | null | null | cs.DC cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this study, we propose a novel heuristic two-step algorithm for shared
ridehailing in which users can share their rides with only one more user. The
algorithm, which is centrally formulated, starts with matching users and
creating a set of passenger pairs in step 1 and is followed by solving an
assignment problem ... | [
{
"created": "Sat, 17 Apr 2021 18:40:45 GMT",
"version": "v1"
}
] | 2021-04-21 | [
[
"Meshkani",
"Sayed Mehdi",
""
],
[
"Farooq",
"Bilal",
""
]
] | In this study, we propose a novel heuristic two-step algorithm for shared ridehailing in which users can share their rides with only one more user. The algorithm, which is centrally formulated, starts with matching users and creating a set of passenger pairs in step 1 and is followed by solving an assignment problem to... |
2205.03628 | Xinwei Fang | Xinwei Fang, Radu Calinescu, Colin Paterson, Julie Wilson | PRESTO: Predicting System-level Disruptions through Parametric Model
Checking | 17th International Symposium on Software Engineering for Adaptive and
Self-Managing Systems | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Self-adaptive systems are expected to mitigate disruptions by continually
adjusting their configuration and behaviour. This mitigation is often reactive.
Typically, environmental or internal changes trigger a system response only
after a violation of the system requirements. Despite a broad agreement that
prevention ... | [
{
"created": "Sat, 7 May 2022 10:48:32 GMT",
"version": "v1"
}
] | 2022-05-10 | [
[
"Fang",
"Xinwei",
""
],
[
"Calinescu",
"Radu",
""
],
[
"Paterson",
"Colin",
""
],
[
"Wilson",
"Julie",
""
]
] | Self-adaptive systems are expected to mitigate disruptions by continually adjusting their configuration and behaviour. This mitigation is often reactive. Typically, environmental or internal changes trigger a system response only after a violation of the system requirements. Despite a broad agreement that prevention is... |
2403.13647 | Junjie Chen | Junjie Chen and Jiebin Yan and Yuming Fang and Li Niu | Meta-Point Learning and Refining for Category-Agnostic Pose Estimation | Published in CVPR 2024 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Category-agnostic pose estimation (CAPE) aims to predict keypoints for
arbitrary classes given a few support images annotated with keypoints. Existing
methods only rely on the features extracted at support keypoints to predict or
refine the keypoints on query image, but a few support feature vectors are
local and ina... | [
{
"created": "Wed, 20 Mar 2024 14:54:33 GMT",
"version": "v1"
}
] | 2024-03-21 | [
[
"Chen",
"Junjie",
""
],
[
"Yan",
"Jiebin",
""
],
[
"Fang",
"Yuming",
""
],
[
"Niu",
"Li",
""
]
] | Category-agnostic pose estimation (CAPE) aims to predict keypoints for arbitrary classes given a few support images annotated with keypoints. Existing methods only rely on the features extracted at support keypoints to predict or refine the keypoints on query image, but a few support feature vectors are local and inade... |
2405.05647 | David Wood | Siddharth Agarwal, David Wood, Robin Carpenter, Yiran Wei, Marc Modat,
Thomas C Booth | Letter to the Editor: What are the legal and ethical considerations of
submitting radiology reports to ChatGPT? | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | This letter critically examines the recent article by Infante et al.
assessing the utility of large language models (LLMs) like GPT-4, Perplexity,
and Bard in identifying urgent findings in emergency radiology reports. While
acknowledging the potential of LLMs in generating labels for computer vision,
concerns are ra... | [
{
"created": "Thu, 9 May 2024 09:41:19 GMT",
"version": "v1"
}
] | 2024-05-10 | [
[
"Agarwal",
"Siddharth",
""
],
[
"Wood",
"David",
""
],
[
"Carpenter",
"Robin",
""
],
[
"Wei",
"Yiran",
""
],
[
"Modat",
"Marc",
""
],
[
"Booth",
"Thomas C",
""
]
] | This letter critically examines the recent article by Infante et al. assessing the utility of large language models (LLMs) like GPT-4, Perplexity, and Bard in identifying urgent findings in emergency radiology reports. While acknowledging the potential of LLMs in generating labels for computer vision, concerns are rais... |
1901.08344 | Mamoona Asghar Dr. | Amna Shifa, Mamoona Naveed Asghar, Naila Batool, Martin Fluery | Efficient Lightweight Encryption Algorithm for Smart Video Applications | FIT-2018 Conference Paper | null | 10.1109/FIT.2018.00032 | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The future generation networks: Internet of things (IoT), in combination with
the advanced computer vision techniques poses new challenges for securing
videos for end-users. The visual devices generally have constrained resources
in respects to their low computation power, small memory with limited power
supply. Ther... | [
{
"created": "Thu, 24 Jan 2019 10:53:44 GMT",
"version": "v1"
}
] | 2019-01-25 | [
[
"Shifa",
"Amna",
""
],
[
"Asghar",
"Mamoona Naveed",
""
],
[
"Batool",
"Naila",
""
],
[
"Fluery",
"Martin",
""
]
] | The future generation networks: Internet of things (IoT), in combination with the advanced computer vision techniques poses new challenges for securing videos for end-users. The visual devices generally have constrained resources in respects to their low computation power, small memory with limited power supply. Theref... |
1612.01904 | Shengyu Zhu | Shengyu Zhu and Biao Chen | Distributed Detection in Ad Hoc Networks Through Quantized Consensus | Accepted to IEEE Transactions on Information Theory | null | 10.1109/TIT.2018.2865108 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study asymptotic performance of distributed detection in large scale
connected sensor networks. Contrasting to the canonical parallel network where
a single node has access to local decisions from all other nodes, each node can
only exchange information with its direct neighbors in the present setting. We
establis... | [
{
"created": "Tue, 6 Dec 2016 16:49:34 GMT",
"version": "v1"
},
{
"created": "Thu, 10 Aug 2017 19:41:52 GMT",
"version": "v2"
},
{
"created": "Thu, 29 Mar 2018 14:03:27 GMT",
"version": "v3"
},
{
"created": "Sun, 14 Oct 2018 05:57:44 GMT",
"version": "v4"
}
] | 2018-10-16 | [
[
"Zhu",
"Shengyu",
""
],
[
"Chen",
"Biao",
""
]
] | We study asymptotic performance of distributed detection in large scale connected sensor networks. Contrasting to the canonical parallel network where a single node has access to local decisions from all other nodes, each node can only exchange information with its direct neighbors in the present setting. We establish ... |
1602.06913 | Qunwei Li | Fuhui Zhou, Zan Li, Julian Cheng, Qunwei Li, and Jiangbo Si | Robust AN-Aided Beamforming and Power Splitting Design for Secure MISO
Cognitive Radio With SWIPT | 30 pages, 8 figures, submitted to IEEE Transactions on Wireless
Communications | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A multiple-input single-output cognitive radio downlink network is studied
with simultaneous wireless information and power transfer. In this network, a
secondary user coexists with multiple primary users and multiple energy
harvesting receivers. In order to guarantee secure communication and energy
harvesting, the p... | [
{
"created": "Mon, 22 Feb 2016 19:50:30 GMT",
"version": "v1"
}
] | 2016-02-23 | [
[
"Zhou",
"Fuhui",
""
],
[
"Li",
"Zan",
""
],
[
"Cheng",
"Julian",
""
],
[
"Li",
"Qunwei",
""
],
[
"Si",
"Jiangbo",
""
]
] | A multiple-input single-output cognitive radio downlink network is studied with simultaneous wireless information and power transfer. In this network, a secondary user coexists with multiple primary users and multiple energy harvesting receivers. In order to guarantee secure communication and energy harvesting, the pro... |
2402.08662 | Steve Heim | Jenny Zhang, Steve Heim, Se Hwan Jeon, Sangbae Kim | Learning Emergent Gaits with Decentralized Phase Oscillators: on the
role of Observations, Rewards, and Feedback | ICRA 2024, 8 pages 7 Figures | null | null | null | cs.RO cs.LG | http://creativecommons.org/publicdomain/zero/1.0/ | We present a minimal phase oscillator model for learning quadrupedal
locomotion. Each of the four oscillators is coupled only to itself and its
corresponding leg through local feedback of the ground reaction force, which
can be interpreted as an observer feedback gain. We interpret the oscillator
itself as a latent c... | [
{
"created": "Tue, 13 Feb 2024 18:46:10 GMT",
"version": "v1"
},
{
"created": "Sat, 17 Feb 2024 17:50:28 GMT",
"version": "v2"
}
] | 2024-02-20 | [
[
"Zhang",
"Jenny",
""
],
[
"Heim",
"Steve",
""
],
[
"Jeon",
"Se Hwan",
""
],
[
"Kim",
"Sangbae",
""
]
] | We present a minimal phase oscillator model for learning quadrupedal locomotion. Each of the four oscillators is coupled only to itself and its corresponding leg through local feedback of the ground reaction force, which can be interpreted as an observer feedback gain. We interpret the oscillator itself as a latent con... |
2308.15188 | Shufang Zhu | Giuseppe De Giacomo, Gianmarco Parretti, Shufang Zhu | LTLf Best-Effort Synthesis in Nondeterministic Planning Domains | To appear at ECAI2023 | null | null | null | cs.AI cs.FL cs.GT cs.RO | http://creativecommons.org/licenses/by/4.0/ | We study best-effort strategies (aka plans) in fully observable
nondeterministic domains (FOND) for goals expressed in Linear Temporal Logic on
Finite Traces (LTLf). The notion of best-effort strategy has been introduced to
also deal with the scenario when no agent strategy exists that fulfills the
goal against every... | [
{
"created": "Tue, 29 Aug 2023 10:10:41 GMT",
"version": "v1"
}
] | 2023-08-30 | [
[
"De Giacomo",
"Giuseppe",
""
],
[
"Parretti",
"Gianmarco",
""
],
[
"Zhu",
"Shufang",
""
]
] | We study best-effort strategies (aka plans) in fully observable nondeterministic domains (FOND) for goals expressed in Linear Temporal Logic on Finite Traces (LTLf). The notion of best-effort strategy has been introduced to also deal with the scenario when no agent strategy exists that fulfills the goal against every p... |
2407.07788 | Younggyo Seo | Nikita Chernyadev, Nicholas Backshall, Xiao Ma, Yunfan Lu, Younggyo
Seo, Stephen James | BiGym: A Demo-Driven Mobile Bi-Manual Manipulation Benchmark | Project webpage: https://chernyadev.github.io/bigym/ | null | null | null | cs.RO cs.AI cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce BiGym, a new benchmark and learning environment for mobile
bi-manual demo-driven robotic manipulation. BiGym features 40 diverse tasks set
in home environments, ranging from simple target reaching to complex kitchen
cleaning. To capture the real-world performance accurately, we provide
human-collected de... | [
{
"created": "Wed, 10 Jul 2024 16:04:18 GMT",
"version": "v1"
},
{
"created": "Thu, 11 Jul 2024 16:26:09 GMT",
"version": "v2"
}
] | 2024-07-12 | [
[
"Chernyadev",
"Nikita",
""
],
[
"Backshall",
"Nicholas",
""
],
[
"Ma",
"Xiao",
""
],
[
"Lu",
"Yunfan",
""
],
[
"Seo",
"Younggyo",
""
],
[
"James",
"Stephen",
""
]
] | We introduce BiGym, a new benchmark and learning environment for mobile bi-manual demo-driven robotic manipulation. BiGym features 40 diverse tasks set in home environments, ranging from simple target reaching to complex kitchen cleaning. To capture the real-world performance accurately, we provide human-collected demo... |
2203.10144 | Ziyue Xu | An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh,
Can Zhao, Daguang Xu, Heng Huang, and Ziyue Xu | Closing the Generalization Gap of Cross-silo Federated Medical Image
Segmentation | CVPR 2022 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Cross-silo federated learning (FL) has attracted much attention in medical
imaging analysis with deep learning in recent years as it can resolve the
critical issues of insufficient data, data privacy, and training efficiency.
However, there can be a generalization gap between the model trained from FL
and the one fro... | [
{
"created": "Fri, 18 Mar 2022 19:50:07 GMT",
"version": "v1"
},
{
"created": "Thu, 23 Feb 2023 14:39:01 GMT",
"version": "v2"
}
] | 2023-02-24 | [
[
"Xu",
"An",
""
],
[
"Li",
"Wenqi",
""
],
[
"Guo",
"Pengfei",
""
],
[
"Yang",
"Dong",
""
],
[
"Roth",
"Holger",
""
],
[
"Hatamizadeh",
"Ali",
""
],
[
"Zhao",
"Can",
""
],
[
"Xu",
"Daguang",
"... | Cross-silo federated learning (FL) has attracted much attention in medical imaging analysis with deep learning in recent years as it can resolve the critical issues of insufficient data, data privacy, and training efficiency. However, there can be a generalization gap between the model trained from FL and the one from ... |
2404.14239 | Chenyang Zhu | Chenyang Zhu, Kai Li, Yue Ma, Chunming He and Li Xiu | MultiBooth: Towards Generating All Your Concepts in an Image from Text | Project Page: https://multibooth.github.io/ . Github Page:
https://github.com/chenyangzhu1/MultiBooth | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces MultiBooth, a novel and efficient technique for
multi-concept customization in image generation from text. Despite the
significant advancements in customized generation methods, particularly with
the success of diffusion models, existing methods often struggle with
multi-concept scenarios due to... | [
{
"created": "Mon, 22 Apr 2024 14:47:54 GMT",
"version": "v1"
}
] | 2024-04-23 | [
[
"Zhu",
"Chenyang",
""
],
[
"Li",
"Kai",
""
],
[
"Ma",
"Yue",
""
],
[
"He",
"Chunming",
""
],
[
"Xiu",
"Li",
""
]
] | This paper introduces MultiBooth, a novel and efficient technique for multi-concept customization in image generation from text. Despite the significant advancements in customized generation methods, particularly with the success of diffusion models, existing methods often struggle with multi-concept scenarios due to l... |
cs/0509067 | Anton Leykin | Anton Leykin and Jan Verschelde | Decomposing Solution Sets of Polynomial Systems: A New Parallel
Monodromy Breakup Algorithm | 15 pages | null | null | null | cs.DC cs.NA math.AG | null | We consider the numerical irreducible decomposition of a positive dimensional
solution set of a polynomial system into irreducible factors. Path tracking
techniques computing loops around singularities connect points on the same
irreducible components. The computation of a linear trace for each factor
certifies the d... | [
{
"created": "Wed, 21 Sep 2005 20:55:09 GMT",
"version": "v1"
}
] | 2009-11-16 | [
[
"Leykin",
"Anton",
""
],
[
"Verschelde",
"Jan",
""
]
] | We consider the numerical irreducible decomposition of a positive dimensional solution set of a polynomial system into irreducible factors. Path tracking techniques computing loops around singularities connect points on the same irreducible components. The computation of a linear trace for each factor certifies the dec... |
1901.03136 | Franziska Horn | Lea Helmers, Franziska Horn, Franziska Biegler, Tim Oppermann,
Klaus-Robert M\"uller | Automating the search for a patent's prior art with a full text
similarity search | null | PLoS ONE 14(3): e0212103 (2019) | 10.1371/journal.pone.0212103 | null | cs.IR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | More than ever, technical inventions are the symbol of our society's advance.
Patents guarantee their creators protection against infringement. For an
invention being patentable, its novelty and inventiveness have to be assessed.
Therefore, a search for published work that describes similar inventions to a
given pate... | [
{
"created": "Thu, 10 Jan 2019 13:04:25 GMT",
"version": "v1"
},
{
"created": "Mon, 4 Mar 2019 19:45:29 GMT",
"version": "v2"
}
] | 2019-03-06 | [
[
"Helmers",
"Lea",
""
],
[
"Horn",
"Franziska",
""
],
[
"Biegler",
"Franziska",
""
],
[
"Oppermann",
"Tim",
""
],
[
"Müller",
"Klaus-Robert",
""
]
] | More than ever, technical inventions are the symbol of our society's advance. Patents guarantee their creators protection against infringement. For an invention being patentable, its novelty and inventiveness have to be assessed. Therefore, a search for published work that describes similar inventions to a given patent... |
2307.15199 | Junhyeong Cho | Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, Suha Kwak | PromptStyler: Prompt-driven Style Generation for Source-free Domain
Generalization | Accepted to ICCV 2023, Project Page: https://promptstyler.github.io/ | null | null | null | cs.CV cs.AI cs.CL cs.LG | http://creativecommons.org/licenses/by-sa/4.0/ | In a joint vision-language space, a text feature (e.g., from "a photo of a
dog") could effectively represent its relevant image features (e.g., from dog
photos). Also, a recent study has demonstrated the cross-modal transferability
phenomenon of this joint space. From these observations, we propose
PromptStyler which... | [
{
"created": "Thu, 27 Jul 2023 21:14:46 GMT",
"version": "v1"
},
{
"created": "Tue, 15 Aug 2023 08:30:45 GMT",
"version": "v2"
}
] | 2023-08-16 | [
[
"Cho",
"Junhyeong",
""
],
[
"Nam",
"Gilhyun",
""
],
[
"Kim",
"Sungyeon",
""
],
[
"Yang",
"Hunmin",
""
],
[
"Kwak",
"Suha",
""
]
] | In a joint vision-language space, a text feature (e.g., from "a photo of a dog") could effectively represent its relevant image features (e.g., from dog photos). Also, a recent study has demonstrated the cross-modal transferability phenomenon of this joint space. From these observations, we propose PromptStyler which s... |
1903.04246 | Bastien Moysset | Bastien Moysset and Ronaldo Messina | Manifold Mixup improves text recognition with CTC loss | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modern handwritten text recognition techniques employ deep recurrent neural
networks. The use of these techniques is especially efficient when a large
amount of annotated data is available for parameter estimation. Data
augmentation can be used to enhance the performance of the systems when data is
scarce. Manifold M... | [
{
"created": "Mon, 11 Mar 2019 12:34:16 GMT",
"version": "v1"
}
] | 2019-03-12 | [
[
"Moysset",
"Bastien",
""
],
[
"Messina",
"Ronaldo",
""
]
] | Modern handwritten text recognition techniques employ deep recurrent neural networks. The use of these techniques is especially efficient when a large amount of annotated data is available for parameter estimation. Data augmentation can be used to enhance the performance of the systems when data is scarce. Manifold Mix... |
2404.04004 | Robin Kirschner | Robin Jeanne Kirschner, Carina M. Micheler, Yangcan Zhou, Sebastian
Siegner, Mazin Hamad, Claudio Glowalla, Jan Neumann, Nader Rajaei, Rainer
Burgkart and Sami Haddadin | Towards Safe Robot Use with Edged or Pointed Objects: A Surrogate Study
Assembling a Human Hand Injury Protection Database | accepted fo presentation at IEEE ICRA 2024 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The use of pointed or edged tools or objects is one of the most challenging
aspects of today's application of physical human-robot interaction (pHRI). One
reason for this is that the severity of harm caused by such edged or pointed
impactors is less well studied than for blunt impactors. Consequently, the
standards s... | [
{
"created": "Fri, 5 Apr 2024 10:27:48 GMT",
"version": "v1"
}
] | 2024-04-08 | [
[
"Kirschner",
"Robin Jeanne",
""
],
[
"Micheler",
"Carina M.",
""
],
[
"Zhou",
"Yangcan",
""
],
[
"Siegner",
"Sebastian",
""
],
[
"Hamad",
"Mazin",
""
],
[
"Glowalla",
"Claudio",
""
],
[
"Neumann",
"Jan",
""... | The use of pointed or edged tools or objects is one of the most challenging aspects of today's application of physical human-robot interaction (pHRI). One reason for this is that the severity of harm caused by such edged or pointed impactors is less well studied than for blunt impactors. Consequently, the standards spe... |
1810.12557 | Viet-Trung Tran | Hong-Hai Phan-Vu, Viet-Trung Tran, Van-Nam Nguyen, Hoang-Vu Dang,
Phan-Thuan Do | Machine Translation between Vietnamese and English: an Empirical Study | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Machine translation is shifting to an end-to-end approach based on deep
neural networks. The state of the art achieves impressive results for popular
language pairs such as English - French or English - Chinese. However for
English - Vietnamese the shortage of parallel corpora and expensive
hyper-parameter search pre... | [
{
"created": "Tue, 30 Oct 2018 07:33:52 GMT",
"version": "v1"
}
] | 2018-10-31 | [
[
"Phan-Vu",
"Hong-Hai",
""
],
[
"Tran",
"Viet-Trung",
""
],
[
"Nguyen",
"Van-Nam",
""
],
[
"Dang",
"Hoang-Vu",
""
],
[
"Do",
"Phan-Thuan",
""
]
] | Machine translation is shifting to an end-to-end approach based on deep neural networks. The state of the art achieves impressive results for popular language pairs such as English - French or English - Chinese. However for English - Vietnamese the shortage of parallel corpora and expensive hyper-parameter search prese... |
1405.7268 | L.T. Handoko | A.A. Waskita, H. Suhartanto, P.D. Persadha, L.T. Handoko | A simple statistical analysis approach for Intrusion Detection System | Proceeding of the IEEE Conference on Systems, Process and Control
(2013) pp. 193-197 | null | 10.1109/SPC.2013.6735130 | INFORMATIKALIPI-13040 | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A novel approach to analyze statistically the network traffic raw data is
proposed. The huge amount of raw data of actual network traffic from the
Intrusion Detection System is analyzed to determine if a traffic is a normal or
harmful one. Using the active ports in each host in a network as sensors, the
system contin... | [
{
"created": "Tue, 27 May 2014 04:48:09 GMT",
"version": "v1"
}
] | 2014-05-29 | [
[
"Waskita",
"A. A.",
""
],
[
"Suhartanto",
"H.",
""
],
[
"Persadha",
"P. D.",
""
],
[
"Handoko",
"L. T.",
""
]
] | A novel approach to analyze statistically the network traffic raw data is proposed. The huge amount of raw data of actual network traffic from the Intrusion Detection System is analyzed to determine if a traffic is a normal or harmful one. Using the active ports in each host in a network as sensors, the system continuo... |
2205.01217 | Indira Sen | Indira Sen, Daniele Quercia, Licia Capra, Matteo Montecchi, Sanja
\v{S}\'cepanovi\'c | Insider Stories: Analyzing Internal Sustainability Efforts of Major US
Companies from Online Reviews | 9 pages + 15 pages of appendix, to appear in Humanities & Social
Sciences Communications | null | null | null | cs.SI cs.CY | http://creativecommons.org/licenses/by/4.0/ | It is hard to establish whether a company supports internal sustainability
efforts (ISEs) like gender equality, diversity, and general staff welfare, not
least because of lack of methodologies operationalizing these internal
sustainability practices, and of data honestly documenting such efforts. We
developed and val... | [
{
"created": "Mon, 2 May 2022 21:24:56 GMT",
"version": "v1"
},
{
"created": "Thu, 13 Apr 2023 15:42:36 GMT",
"version": "v2"
}
] | 2023-04-14 | [
[
"Sen",
"Indira",
""
],
[
"Quercia",
"Daniele",
""
],
[
"Capra",
"Licia",
""
],
[
"Montecchi",
"Matteo",
""
],
[
"Šćepanović",
"Sanja",
""
]
] | It is hard to establish whether a company supports internal sustainability efforts (ISEs) like gender equality, diversity, and general staff welfare, not least because of lack of methodologies operationalizing these internal sustainability practices, and of data honestly documenting such efforts. We developed and valid... |
2205.02071 | Zhenyue Qin | Zhenyue Qin, Yang Liu, Madhawa Perera, Tom Gedeon, Pan Ji, Dongwoo
Kim, Saeed Anwar | ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Skeleton-based action recognition, as a subarea of action recognition, is
swiftly accumulating attention and popularity. The task is to recognize actions
performed by human articulation points. Compared with other data modalities, 3D
human skeleton representations have extensive unique desirable characteristics,
incl... | [
{
"created": "Wed, 4 May 2022 14:03:43 GMT",
"version": "v1"
},
{
"created": "Thu, 5 May 2022 01:06:52 GMT",
"version": "v2"
},
{
"created": "Sun, 8 May 2022 04:36:52 GMT",
"version": "v3"
}
] | 2022-05-10 | [
[
"Qin",
"Zhenyue",
""
],
[
"Liu",
"Yang",
""
],
[
"Perera",
"Madhawa",
""
],
[
"Gedeon",
"Tom",
""
],
[
"Ji",
"Pan",
""
],
[
"Kim",
"Dongwoo",
""
],
[
"Anwar",
"Saeed",
""
]
] | Skeleton-based action recognition, as a subarea of action recognition, is swiftly accumulating attention and popularity. The task is to recognize actions performed by human articulation points. Compared with other data modalities, 3D human skeleton representations have extensive unique desirable characteristics, includ... |
1702.03660 | Federico Renda | Federico Renda, Frederic Boyer, Jorge Dias, Lakmal Seneviratne | Discrete Cosserat Approach for Multi-Section Soft Robots Dynamics | 13 pages, 9 figures | IEEE Transaction on Robotics, 2018 | 10.1109/TRO.2018.2868815 | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In spite of recent progress, soft robotics still suffers from a lack of
unified modeling framework. Nowadays, the most adopted model for the design and
control of soft robots is the piece-wise constant curvature model, with its
consolidated benefits and drawbacks. In this work, an alternative model for
multisection s... | [
{
"created": "Mon, 13 Feb 2017 07:34:37 GMT",
"version": "v1"
}
] | 2018-10-25 | [
[
"Renda",
"Federico",
""
],
[
"Boyer",
"Frederic",
""
],
[
"Dias",
"Jorge",
""
],
[
"Seneviratne",
"Lakmal",
""
]
] | In spite of recent progress, soft robotics still suffers from a lack of unified modeling framework. Nowadays, the most adopted model for the design and control of soft robots is the piece-wise constant curvature model, with its consolidated benefits and drawbacks. In this work, an alternative model for multisection sof... |
1712.08996 | ElMouatez Billah Karbab | ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga
Mouheb | Android Malware Detection using Deep Learning on API Method Sequences | 17 pages, submitted to Elsevier Digital Investigations Journal | null | null | null | cs.CR cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Android OS experiences a blazing popularity since the last few years. This
predominant platform has established itself not only in the mobile world but
also in the Internet of Things (IoT) devices. This popularity, however, comes
at the expense of security, as it has become a tempting target of malicious
apps. Hence,... | [
{
"created": "Mon, 25 Dec 2017 03:26:21 GMT",
"version": "v1"
}
] | 2017-12-27 | [
[
"Karbab",
"ElMouatez Billah",
""
],
[
"Debbabi",
"Mourad",
""
],
[
"Derhab",
"Abdelouahid",
""
],
[
"Mouheb",
"Djedjiga",
""
]
] | Android OS experiences a blazing popularity since the last few years. This predominant platform has established itself not only in the mobile world but also in the Internet of Things (IoT) devices. This popularity, however, comes at the expense of security, as it has become a tempting target of malicious apps. Hence, t... |
2011.05286 | Kelvin Xu | Kelvin Xu, Siddharth Verma, Chelsea Finn, Sergey Levine | Continual Learning of Control Primitives: Skill Discovery via
Reset-Games | To appear at NeurIPS 2020 | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Reinforcement learning has the potential to automate the acquisition of
behavior in complex settings, but in order for it to be successfully deployed,
a number of practical challenges must be addressed. First, in real world
settings, when an agent attempts a task and fails, the environment must somehow
"reset" so tha... | [
{
"created": "Tue, 10 Nov 2020 18:07:44 GMT",
"version": "v1"
}
] | 2020-11-11 | [
[
"Xu",
"Kelvin",
""
],
[
"Verma",
"Siddharth",
""
],
[
"Finn",
"Chelsea",
""
],
[
"Levine",
"Sergey",
""
]
] | Reinforcement learning has the potential to automate the acquisition of behavior in complex settings, but in order for it to be successfully deployed, a number of practical challenges must be addressed. First, in real world settings, when an agent attempts a task and fails, the environment must somehow "reset" so that ... |
2107.10052 | Qi Zhang | Qi Zhang, Rong-Hua Li, Minjia Pan, Yongheng Dai, Guoren Wang, Ye Yuan | Efficient Top-k Ego-Betweenness Search | null | null | null | null | cs.DB | http://creativecommons.org/publicdomain/zero/1.0/ | Betweenness centrality, measured by the number of times a vertex occurs on
all shortest paths of a graph, has been recognized as a key indicator for the
importance of a vertex in the network. However, the betweenness of a vertex is
often very hard to compute because it needs to explore all the shortest paths
between ... | [
{
"created": "Wed, 21 Jul 2021 12:46:52 GMT",
"version": "v1"
}
] | 2021-07-22 | [
[
"Zhang",
"Qi",
""
],
[
"Li",
"Rong-Hua",
""
],
[
"Pan",
"Minjia",
""
],
[
"Dai",
"Yongheng",
""
],
[
"Wang",
"Guoren",
""
],
[
"Yuan",
"Ye",
""
]
] | Betweenness centrality, measured by the number of times a vertex occurs on all shortest paths of a graph, has been recognized as a key indicator for the importance of a vertex in the network. However, the betweenness of a vertex is often very hard to compute because it needs to explore all the shortest paths between th... |
2401.11519 | Daniele Rege Cambrin | Daniele Rege Cambrin, Luca Colomba, Paolo Garza | CaBuAr: California Burned Areas dataset for delineation | Accepted at the IEEE Geoscience and Remote Sensing Magazine | null | 10.1109/MGRS.2023.3292467 | D. R. Cambrin, L. Colomba and P. Garza, "CaBuAr: California burned
areas dataset for delineation [Software and Data Sets]," in IEEE Geoscience
and Remote Sensing Magazine, vol. 11, no. 3, pp. 106-113, Sept. 2023 | cs.CV cs.LG eess.IV | http://creativecommons.org/licenses/by/4.0/ | Forest wildfires represent one of the catastrophic events that, over the last
decades, caused huge environmental and humanitarian damages. In addition to a
significant amount of carbon dioxide emission, they are a source of risk to
society in both short-term (e.g., temporary city evacuation due to fire) and
long-term... | [
{
"created": "Sun, 21 Jan 2024 15:22:15 GMT",
"version": "v1"
}
] | 2024-01-23 | [
[
"Cambrin",
"Daniele Rege",
""
],
[
"Colomba",
"Luca",
""
],
[
"Garza",
"Paolo",
""
]
] | Forest wildfires represent one of the catastrophic events that, over the last decades, caused huge environmental and humanitarian damages. In addition to a significant amount of carbon dioxide emission, they are a source of risk to society in both short-term (e.g., temporary city evacuation due to fire) and long-term (... |
1808.05361 | Feng Yuan | Feng Yuan (1), Lina Yao (1), and Boualem Benatallah (1) ((1) The
University of New South Wales) | Adversarial Collaborative Auto-encoder for Top-N Recommendation | null | null | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | During the past decade, model-based recommendation methods have evolved from
latent factor models to neural network-based models. Most of these techniques
mainly focus on improving the overall performance, such as the root mean square
error for rating predictions and hit ratio for top-N recommendation, where the
user... | [
{
"created": "Thu, 16 Aug 2018 07:11:22 GMT",
"version": "v1"
}
] | 2018-08-17 | [
[
"Yuan",
"Feng",
""
],
[
"Yao",
"Lina",
""
],
[
"Benatallah",
"Boualem",
""
]
] | During the past decade, model-based recommendation methods have evolved from latent factor models to neural network-based models. Most of these techniques mainly focus on improving the overall performance, such as the root mean square error for rating predictions and hit ratio for top-N recommendation, where the users'... |
1805.00889 | Justin Salamon | Juan Pablo Bello, Claudio Silva, Oded Nov, R. Luke DuBois, Anish
Arora, Justin Salamon, Charles Mydlarz, Harish Doraiswamy | SONYC: A System for the Monitoring, Analysis and Mitigation of Urban
Noise Pollution | Accepted May 2018, Communications of the ACM. This is the author's
version of the work. It is posted here for your personal use. Not for
redistribution. The definitive Version of Record will be published in
Communications of the ACM | null | null | null | cs.SD cs.CY cs.HC eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present the Sounds of New York City (SONYC) project, a smart cities
initiative focused on developing a cyber-physical system for the monitoring,
analysis and mitigation of urban noise pollution. Noise pollution is one of the
topmost quality of life issues for urban residents in the U.S. with proven
effects on heal... | [
{
"created": "Wed, 2 May 2018 16:07:39 GMT",
"version": "v1"
},
{
"created": "Fri, 18 May 2018 19:23:01 GMT",
"version": "v2"
}
] | 2018-05-22 | [
[
"Bello",
"Juan Pablo",
""
],
[
"Silva",
"Claudio",
""
],
[
"Nov",
"Oded",
""
],
[
"DuBois",
"R. Luke",
""
],
[
"Arora",
"Anish",
""
],
[
"Salamon",
"Justin",
""
],
[
"Mydlarz",
"Charles",
""
],
[
"D... | We present the Sounds of New York City (SONYC) project, a smart cities initiative focused on developing a cyber-physical system for the monitoring, analysis and mitigation of urban noise pollution. Noise pollution is one of the topmost quality of life issues for urban residents in the U.S. with proven effects on health... |
2303.11217 | Jean Prost | Jean Prost and Antoine Houdard and Andr\'es Almansa and Nicolas
Papadakis | Inverse problem regularization with hierarchical variational
autoencoders | null | 2023 IEEE/CVF International Conference on Computer Vision (ICCV),
Paris, France, 2023, pp. 22837-22848 | 10.1109/ICCV51070.2023.02093 | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we propose to regularize ill-posed inverse problems using a
deep hierarchical variational autoencoder (HVAE) as an image prior. The
proposed method synthesizes the advantages of i) denoiser-based Plug \& Play
approaches and ii) generative model based approaches to inverse problems.
First, we exploit VA... | [
{
"created": "Mon, 20 Mar 2023 15:49:18 GMT",
"version": "v1"
},
{
"created": "Fri, 29 Sep 2023 13:28:50 GMT",
"version": "v2"
}
] | 2024-05-24 | [
[
"Prost",
"Jean",
""
],
[
"Houdard",
"Antoine",
""
],
[
"Almansa",
"Andrés",
""
],
[
"Papadakis",
"Nicolas",
""
]
] | In this paper, we propose to regularize ill-posed inverse problems using a deep hierarchical variational autoencoder (HVAE) as an image prior. The proposed method synthesizes the advantages of i) denoiser-based Plug \& Play approaches and ii) generative model based approaches to inverse problems. First, we exploit VAE ... |
2203.07934 | Tobias Pfandzelter | Tobias Pfandzelter, Trever Schirmer, David Bermbach | Towards Distributed Coordination for Fog Platforms | Accepted for publication at the 22nd IEEE/ACM International Symposium
on Cluster, Cloud and Internet Computing (CCGrid 2022) Poster Track | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Distributed fog and edge applications communicate over unreliable networks
and are subject to high communication delays. This makes using existing
distributed coordination technologies from cloud applications infeasible, as
they are built on the assumption of a highly reliable, low-latency datacenter
network to achie... | [
{
"created": "Tue, 15 Mar 2022 14:20:15 GMT",
"version": "v1"
}
] | 2022-03-16 | [
[
"Pfandzelter",
"Tobias",
""
],
[
"Schirmer",
"Trever",
""
],
[
"Bermbach",
"David",
""
]
] | Distributed fog and edge applications communicate over unreliable networks and are subject to high communication delays. This makes using existing distributed coordination technologies from cloud applications infeasible, as they are built on the assumption of a highly reliable, low-latency datacenter network to achieve... |
2312.04328 | Guang Yang | Guang Yang, Jie Li, Hanxiao Lei, Xinbo Gao | A Multi-scale Information Integration Framework for Infrared and Visible
Image Fusion | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Infrared and visible image fusion aims at generating a fused image containing
the intensity and detail information of source images, and the key issue is
effectively measuring and integrating the complementary information of
multi-modality images from the same scene. Existing methods mostly adopt a
simple weight in t... | [
{
"created": "Thu, 7 Dec 2023 14:40:05 GMT",
"version": "v1"
}
] | 2023-12-08 | [
[
"Yang",
"Guang",
""
],
[
"Li",
"Jie",
""
],
[
"Lei",
"Hanxiao",
""
],
[
"Gao",
"Xinbo",
""
]
] | Infrared and visible image fusion aims at generating a fused image containing the intensity and detail information of source images, and the key issue is effectively measuring and integrating the complementary information of multi-modality images from the same scene. Existing methods mostly adopt a simple weight in the... |
2304.14166 | Eeshan Modak | Eeshan Modak, Neha Sangwan, Mayank Bakshi, Bikash Kumar Dey, and Vinod
M. Prabhakaran | Hypothesis Testing for Adversarial Channels: Chernoff-Stein Exponents | This is a slightly edited version of the extended manuscript
submitted to ISIT 2023 for review on February 5, 2023; the paper has been
accepted for presentation | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the Chernoff-Stein exponent of the following binary hypothesis
testing problem: Associated with each hypothesis is a set of channels. A
transmitter, without knowledge of the hypothesis, chooses the vector of inputs
to the channel. Given the hypothesis, from the set associated with the
hypothesis, an adversar... | [
{
"created": "Thu, 27 Apr 2023 13:08:13 GMT",
"version": "v1"
}
] | 2023-04-28 | [
[
"Modak",
"Eeshan",
""
],
[
"Sangwan",
"Neha",
""
],
[
"Bakshi",
"Mayank",
""
],
[
"Dey",
"Bikash Kumar",
""
],
[
"Prabhakaran",
"Vinod M.",
""
]
] | We study the Chernoff-Stein exponent of the following binary hypothesis testing problem: Associated with each hypothesis is a set of channels. A transmitter, without knowledge of the hypothesis, chooses the vector of inputs to the channel. Given the hypothesis, from the set associated with the hypothesis, an adversary ... |
2202.02270 | Jonatan Langlet | Jonatan Langlet, Ran Ben Basat, Gabriele Oliaro, Michael Mitzenmacher,
Minlan Yu, Gianni Antichi | Direct Telemetry Access | As appearing in the proceedings of ACM SIGCOMM'23 | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Fine-grained network telemetry is becoming a modern datacenter standard and
is the basis of essential applications such as congestion control, load
balancing, and advanced troubleshooting. As network size increases and
telemetry gets more fine-grained, there is a tremendous growth in the amount of
data needed to be r... | [
{
"created": "Fri, 4 Feb 2022 17:55:09 GMT",
"version": "v1"
},
{
"created": "Wed, 21 Sep 2022 10:28:03 GMT",
"version": "v2"
},
{
"created": "Thu, 10 Aug 2023 10:11:07 GMT",
"version": "v3"
}
] | 2023-08-11 | [
[
"Langlet",
"Jonatan",
""
],
[
"Basat",
"Ran Ben",
""
],
[
"Oliaro",
"Gabriele",
""
],
[
"Mitzenmacher",
"Michael",
""
],
[
"Yu",
"Minlan",
""
],
[
"Antichi",
"Gianni",
""
]
] | Fine-grained network telemetry is becoming a modern datacenter standard and is the basis of essential applications such as congestion control, load balancing, and advanced troubleshooting. As network size increases and telemetry gets more fine-grained, there is a tremendous growth in the amount of data needed to be rep... |
2309.13979 | Gordana Dodig-Crnkovic | Gordana Dodig-Crnkovic | Morphological Computing as Logic Underlying Cognition in Human, Animal,
and Intelligent Machine | 20 pages, no figures | null | null | null | cs.OH cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This work examines the interconnections between logic, epistemology, and
sciences within the Naturalist tradition. It presents a scheme that connects
logic, mathematics, physics, chemistry, biology, and cognition, emphasizing
scale-invariant, self-organizing dynamics across organizational tiers of
nature. The inheren... | [
{
"created": "Mon, 25 Sep 2023 09:31:25 GMT",
"version": "v1"
}
] | 2023-09-26 | [
[
"Dodig-Crnkovic",
"Gordana",
""
]
] | This work examines the interconnections between logic, epistemology, and sciences within the Naturalist tradition. It presents a scheme that connects logic, mathematics, physics, chemistry, biology, and cognition, emphasizing scale-invariant, self-organizing dynamics across organizational tiers of nature. The inherent ... |
2009.09957 | Renpeng Zou | Renpeng Zou (1), Xixiang Lv (1), Jingsong Zhao (1) ((1) School of
Cyber Engineering, Xidian University, Xian, China) | SPChain: Blockchain-based Medical Data Sharing and Privacy-preserving
eHealth System | null | Information Processing & Management, 2021, 58(4): 102604 | 10.1016/j.ipm.2021.102604 | null | cs.CR cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The development of eHealth systems has brought great convenience to people's
life. Researchers have been combining new technologies to make eHealth systems
work better for patients. The Blockchain-based eHealth system becomes popular
because of its unique distributed tamper-resistant and privacy-preserving
features. ... | [
{
"created": "Mon, 21 Sep 2020 15:28:45 GMT",
"version": "v1"
},
{
"created": "Mon, 19 Apr 2021 04:51:02 GMT",
"version": "v2"
}
] | 2021-04-20 | [
[
"Zou",
"Renpeng",
""
],
[
"Lv",
"Xixiang",
""
],
[
"Zhao",
"Jingsong",
""
]
] | The development of eHealth systems has brought great convenience to people's life. Researchers have been combining new technologies to make eHealth systems work better for patients. The Blockchain-based eHealth system becomes popular because of its unique distributed tamper-resistant and privacy-preserving features. Ho... |
2009.03565 | Hoang-Dung Bui | Hoang-Dung Bui, Hai Nguyen, Hung Manh La, and Shuai Li | A Deep Learning-Based Autonomous RobotManipulator for Sorting
Application | IEEE Robotic Computing IRC2020 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Robot manipulation and grasping mechanisms have received considerable
attention in the recent past, leading to the development of wide range of
industrial applications. This paper proposes the development of an autonomous
robotic grasping system for object sorting application. RGB-D data is used by
the robot for perf... | [
{
"created": "Tue, 8 Sep 2020 07:54:44 GMT",
"version": "v1"
}
] | 2020-09-09 | [
[
"Bui",
"Hoang-Dung",
""
],
[
"Nguyen",
"Hai",
""
],
[
"La",
"Hung Manh",
""
],
[
"Li",
"Shuai",
""
]
] | Robot manipulation and grasping mechanisms have received considerable attention in the recent past, leading to the development of wide range of industrial applications. This paper proposes the development of an autonomous robotic grasping system for object sorting application. RGB-D data is used by the robot for perfor... |
1907.07220 | Fabian Timm | Lukas Enderich and Fabian Timm and Lars Rosenbaum and Wolfram Burgard | Learning Multimodal Fixed-Point Weights using Gradient Descent | presented at ESANN 2019 (European Symposium on Artificial Neural
Networks, Computational Intelligence and Machine Learning) | https://www.elen.ucl.ac.be/esann/proceedings/papers.php?ann=2019 | null | null | cs.LG cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Due to their high computational complexity, deep neural networks are still
limited to powerful processing units. To promote a reduced model complexity by
dint of low-bit fixed-point quantization, we propose a gradient-based
optimization strategy to generate a symmetric mixture of Gaussian modes (SGM)
where each mode ... | [
{
"created": "Tue, 16 Jul 2019 19:11:01 GMT",
"version": "v1"
}
] | 2019-07-18 | [
[
"Enderich",
"Lukas",
""
],
[
"Timm",
"Fabian",
""
],
[
"Rosenbaum",
"Lars",
""
],
[
"Burgard",
"Wolfram",
""
]
] | Due to their high computational complexity, deep neural networks are still limited to powerful processing units. To promote a reduced model complexity by dint of low-bit fixed-point quantization, we propose a gradient-based optimization strategy to generate a symmetric mixture of Gaussian modes (SGM) where each mode be... |
1707.06563 | Andre Wagner | Andr\'e Wagner | Pictures of Combinatorial Cubes | 12 pages | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We prove that the 8-point algorithm always fails to reconstruct a unique
fundamental matrix $F$ independent on the camera positions, when its input are
image point configurations that are perspective projections of the vertices of
a combinatorial cube in $\mathbb{R}^3$. We give an algorithm that improves the
7- and 8... | [
{
"created": "Thu, 20 Jul 2017 15:17:08 GMT",
"version": "v1"
}
] | 2017-07-21 | [
[
"Wagner",
"André",
""
]
] | We prove that the 8-point algorithm always fails to reconstruct a unique fundamental matrix $F$ independent on the camera positions, when its input are image point configurations that are perspective projections of the vertices of a combinatorial cube in $\mathbb{R}^3$. We give an algorithm that improves the 7- and 8-p... |
2303.15195 | Felicitas H\"ormann | Felicitas H\"ormann and Hannes Bartz | Interpolation-Based Decoding of Folded Variants of Linearized and Skew
Reed-Solomon Codes | 32 pages, 3 figures, accepted at Designs, Codes and Cryptography | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The sum-rank metric is a hybrid between the Hamming metric and the rank
metric and suitable for error correction in multishot network coding and
distributed storage as well as for the design of quantum-resistant
cryptosystems. In this work, we consider the construction and decoding of
folded linearized Reed-Solomon (... | [
{
"created": "Mon, 27 Mar 2023 13:35:28 GMT",
"version": "v1"
}
] | 2023-03-28 | [
[
"Hörmann",
"Felicitas",
""
],
[
"Bartz",
"Hannes",
""
]
] | The sum-rank metric is a hybrid between the Hamming metric and the rank metric and suitable for error correction in multishot network coding and distributed storage as well as for the design of quantum-resistant cryptosystems. In this work, we consider the construction and decoding of folded linearized Reed-Solomon (FL... |
1703.03609 | Mostafa Salehi | Saeedreza Shehnepoor, Mostafa Salehi, Reza Farahbakhsh and Noel Crespi | NetSpam: a Network-based Spam Detection Framework for Reviews in Online
Social Media | null | null | 10.1109/TIFS.2017.2675361 | null | cs.SI cs.CL cs.IR physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Nowadays, a big part of people rely on available content in social media in
their decisions (e.g. reviews and feedback on a topic or product). The
possibility that anybody can leave a review provide a golden opportunity for
spammers to write spam reviews about products and services for different
interests. Identifyin... | [
{
"created": "Fri, 10 Mar 2017 10:17:27 GMT",
"version": "v1"
}
] | 2017-03-13 | [
[
"Shehnepoor",
"Saeedreza",
""
],
[
"Salehi",
"Mostafa",
""
],
[
"Farahbakhsh",
"Reza",
""
],
[
"Crespi",
"Noel",
""
]
] | Nowadays, a big part of people rely on available content in social media in their decisions (e.g. reviews and feedback on a topic or product). The possibility that anybody can leave a review provide a golden opportunity for spammers to write spam reviews about products and services for different interests. Identifying ... |
1103.4868 | Saeideh Parsaeifard | Saeedeh Parsaeefard, and Ahmad R. Sharafat, and Mihaela van der Schaar | Robust Additively Coupled Games | null | null | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study the robust Nash equilibrium (RNE) for a class of games in
communications systems and networks where the impact of users on each other is
an additive function of their strategies. Each user measures this impact, which
may be corrupted by uncertainty in feedback delays, estimation errors,
movements of users, e... | [
{
"created": "Thu, 24 Mar 2011 20:19:18 GMT",
"version": "v1"
},
{
"created": "Thu, 5 May 2011 00:07:41 GMT",
"version": "v2"
},
{
"created": "Mon, 29 Aug 2011 15:28:38 GMT",
"version": "v3"
}
] | 2011-09-21 | [
[
"Parsaeefard",
"Saeedeh",
""
],
[
"Sharafat",
"Ahmad R.",
""
],
[
"van der Schaar",
"Mihaela",
""
]
] | We study the robust Nash equilibrium (RNE) for a class of games in communications systems and networks where the impact of users on each other is an additive function of their strategies. Each user measures this impact, which may be corrupted by uncertainty in feedback delays, estimation errors, movements of users, etc... |
1812.10066 | Jia Li | Jinming Su, Jia Li, Yu Zhang, Changqun Xia, Yonghong Tian | Selectivity or Invariance: Boundary-aware Salient Object Detection | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Typically, a salient object detection (SOD) model faces opposite requirements
in processing object interiors and boundaries. The features of interiors should
be invariant to strong appearance change so as to pop-out the salient object as
a whole, while the features of boundaries should be selective to slight
appearan... | [
{
"created": "Tue, 25 Dec 2018 08:31:47 GMT",
"version": "v1"
},
{
"created": "Mon, 8 Apr 2019 01:02:22 GMT",
"version": "v2"
},
{
"created": "Wed, 11 Sep 2019 08:08:17 GMT",
"version": "v3"
}
] | 2019-09-12 | [
[
"Su",
"Jinming",
""
],
[
"Li",
"Jia",
""
],
[
"Zhang",
"Yu",
""
],
[
"Xia",
"Changqun",
""
],
[
"Tian",
"Yonghong",
""
]
] | Typically, a salient object detection (SOD) model faces opposite requirements in processing object interiors and boundaries. The features of interiors should be invariant to strong appearance change so as to pop-out the salient object as a whole, while the features of boundaries should be selective to slight appearance... |
2006.00505 | Brandon Reagen | Brandon Reagen, Wooseok Choi, Yeongil Ko, Vincent Lee, Gu-Yeon Wei,
Hsien-Hsin S. Lee, David Brooks | Cheetah: Optimizing and Accelerating Homomorphic Encryption for Private
Inference | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As the application of deep learning continues to grow, so does the amount of
data used to make predictions. While traditionally, big-data deep learning was
constrained by computing performance and off-chip memory bandwidth, a new
constraint has emerged: privacy. One solution is homomorphic encryption (HE).
Applying H... | [
{
"created": "Sun, 31 May 2020 12:33:13 GMT",
"version": "v1"
},
{
"created": "Thu, 8 Oct 2020 19:51:50 GMT",
"version": "v2"
}
] | 2020-10-12 | [
[
"Reagen",
"Brandon",
""
],
[
"Choi",
"Wooseok",
""
],
[
"Ko",
"Yeongil",
""
],
[
"Lee",
"Vincent",
""
],
[
"Wei",
"Gu-Yeon",
""
],
[
"Lee",
"Hsien-Hsin S.",
""
],
[
"Brooks",
"David",
""
]
] | As the application of deep learning continues to grow, so does the amount of data used to make predictions. While traditionally, big-data deep learning was constrained by computing performance and off-chip memory bandwidth, a new constraint has emerged: privacy. One solution is homomorphic encryption (HE). Applying HE ... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.