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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2407.11735 | Erik Wallin | Erik Wallin, Lennart Svensson, Fredrik Kahl, Lars Hammarstrand | ProSub: Probabilistic Open-Set Semi-Supervised Learning with
Subspace-Based Out-of-Distribution Detection | ECCV2024 | null | null | null | cs.LG cs.CV stat.ML | http://creativecommons.org/licenses/by/4.0/ | In open-set semi-supervised learning (OSSL), we consider unlabeled datasets
that may contain unknown classes. Existing OSSL methods often use the softmax
confidence for classifying data as in-distribution (ID) or out-of-distribution
(OOD). Additionally, many works for OSSL rely on ad-hoc thresholds for ID/OOD
classif... | [
{
"created": "Tue, 16 Jul 2024 14:05:16 GMT",
"version": "v1"
}
] | 2024-07-17 | [
[
"Wallin",
"Erik",
""
],
[
"Svensson",
"Lennart",
""
],
[
"Kahl",
"Fredrik",
""
],
[
"Hammarstrand",
"Lars",
""
]
] | In open-set semi-supervised learning (OSSL), we consider unlabeled datasets that may contain unknown classes. Existing OSSL methods often use the softmax confidence for classifying data as in-distribution (ID) or out-of-distribution (OOD). Additionally, many works for OSSL rely on ad-hoc thresholds for ID/OOD classific... |
1606.07767 | Dimitri Nowicki | Artem Chernodub and Dimitri Nowicki | Sampling-based Gradient Regularization for Capturing Long-Term
Dependencies in Recurrent Neural Networks | null | null | null | null | cs.NE cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Vanishing (and exploding) gradients effect is a common problem for recurrent
neural networks with nonlinear activation functions which use backpropagation
method for calculation of derivatives. Deep feedforward neural networks with
many hidden layers also suffer from this effect. In this paper we propose a
novel univ... | [
{
"created": "Fri, 24 Jun 2016 17:31:02 GMT",
"version": "v1"
},
{
"created": "Tue, 31 Jan 2017 21:30:29 GMT",
"version": "v2"
},
{
"created": "Mon, 13 Feb 2017 21:25:26 GMT",
"version": "v3"
}
] | 2017-02-15 | [
[
"Chernodub",
"Artem",
""
],
[
"Nowicki",
"Dimitri",
""
]
] | Vanishing (and exploding) gradients effect is a common problem for recurrent neural networks with nonlinear activation functions which use backpropagation method for calculation of derivatives. Deep feedforward neural networks with many hidden layers also suffer from this effect. In this paper we propose a novel univer... |
2403.19768 | Kevin Barkevich | Kevin Barkevich, Reynold Bailey and Gabriel J. Diaz | Using Deep Learning to Increase Eye-Tracking Robustness, Accuracy, and
Precision in Virtual Reality | 16 pages, 10 figures, accepted to ETRA 2024 Full Papers | null | 10.1145/3654705 | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Algorithms for the estimation of gaze direction from mobile and video-based
eye trackers typically involve tracking a feature of the eye that moves through
the eye camera image in a way that covaries with the shifting gaze direction,
such as the center or boundaries of the pupil. Tracking these features using
traditi... | [
{
"created": "Thu, 28 Mar 2024 18:43:25 GMT",
"version": "v1"
}
] | 2024-04-01 | [
[
"Barkevich",
"Kevin",
""
],
[
"Bailey",
"Reynold",
""
],
[
"Diaz",
"Gabriel J.",
""
]
] | Algorithms for the estimation of gaze direction from mobile and video-based eye trackers typically involve tracking a feature of the eye that moves through the eye camera image in a way that covaries with the shifting gaze direction, such as the center or boundaries of the pupil. Tracking these features using tradition... |
2203.12566 | Alex Shafarenko | Alex Shafarenko | Winternitz stack protocols | 33 pages 4 figures. This updated version has a corrected stat
analysis in Section 2.2 and some typos fixed. Also the abstract has been
updated and the related work extended insignificantly | Cybersecurity (2024) 7:34 | 10.1186/s42400-024-00225-9 | null | cs.CR | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This paper proposes and evaluates a new bipartite post-quantum digital
signature protocol based on Winternitz chains and the HORS oracle. Mutually
mistrustful Alice and Bob are able to agree and sign a series of documents in a
way that makes it impossible (within the assumed security model) to repudiate
their signatu... | [
{
"created": "Wed, 23 Mar 2022 17:26:46 GMT",
"version": "v1"
},
{
"created": "Thu, 14 Apr 2022 17:48:46 GMT",
"version": "v2"
}
] | 2024-04-05 | [
[
"Shafarenko",
"Alex",
""
]
] | This paper proposes and evaluates a new bipartite post-quantum digital signature protocol based on Winternitz chains and the HORS oracle. Mutually mistrustful Alice and Bob are able to agree and sign a series of documents in a way that makes it impossible (within the assumed security model) to repudiate their signature... |
2210.07414 | Hamed Nilforoshan | Hamed Nilforoshan, Wenli Looi, Emma Pierson, Blanca Villanueva, Nic
Fishman, Yiling Chen, John Sholar, Beth Redbird, David Grusky, Jure Leskovec | Human mobility networks reveal increased segregation in large cities | null | null | null | null | cs.SI physics.soc-ph | http://creativecommons.org/licenses/by/4.0/ | A long-standing expectation is that large, dense, and cosmopolitan areas
support socioeconomic mixing and exposure between diverse individuals. It has
been difficult to assess this hypothesis because past approaches to measuring
socioeconomic mixing have relied on static residential housing data rather than
real-life... | [
{
"created": "Thu, 13 Oct 2022 23:31:33 GMT",
"version": "v1"
},
{
"created": "Tue, 25 Jul 2023 02:37:49 GMT",
"version": "v2"
}
] | 2023-07-26 | [
[
"Nilforoshan",
"Hamed",
""
],
[
"Looi",
"Wenli",
""
],
[
"Pierson",
"Emma",
""
],
[
"Villanueva",
"Blanca",
""
],
[
"Fishman",
"Nic",
""
],
[
"Chen",
"Yiling",
""
],
[
"Sholar",
"John",
""
],
[
"Red... | A long-standing expectation is that large, dense, and cosmopolitan areas support socioeconomic mixing and exposure between diverse individuals. It has been difficult to assess this hypothesis because past approaches to measuring socioeconomic mixing have relied on static residential housing data rather than real-life e... |
2010.02778 | Weichao Lan | Weichao Lan, Liang Lan | Compressing Deep Convolutional Neural Networks by Stacking
Low-dimensional Binary Convolution Filters | null | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep Convolutional Neural Networks (CNN) have been successfully applied to
many real-life problems. However, the huge memory cost of deep CNN models poses
a great challenge of deploying them on memory-constrained devices (e.g., mobile
phones). One popular way to reduce the memory cost of deep CNN model is to
train bi... | [
{
"created": "Tue, 6 Oct 2020 14:49:22 GMT",
"version": "v1"
}
] | 2020-10-07 | [
[
"Lan",
"Weichao",
""
],
[
"Lan",
"Liang",
""
]
] | Deep Convolutional Neural Networks (CNN) have been successfully applied to many real-life problems. However, the huge memory cost of deep CNN models poses a great challenge of deploying them on memory-constrained devices (e.g., mobile phones). One popular way to reduce the memory cost of deep CNN model is to train bina... |
1908.09480 | EPTCS | Mathias Fleury (Max Planck Institut for Informatics), Hans-J\"org
Schurr (University of Lorraine, CNRS, Inria, and LORIA) | Reconstructing veriT Proofs in Isabelle/HOL | In Proceedings PxTP 2019, arXiv:1908.08639 | EPTCS 301, 2019, pp. 36-50 | 10.4204/EPTCS.301.6 | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automated theorem provers are now commonly used within interactive theorem
provers to discharge an increasingly large number of proof obligations. To
maintain the trustworthiness of a proof, the automatically found proof must be
verified inside the proof assistant. We present here a reconstruction procedure
in the pr... | [
{
"created": "Mon, 26 Aug 2019 05:39:28 GMT",
"version": "v1"
}
] | 2019-08-27 | [
[
"Fleury",
"Mathias",
"",
"Max Planck Institut for Informatics"
],
[
"Schurr",
"Hans-Jörg",
"",
"University of Lorraine, CNRS, Inria, and LORIA"
]
] | Automated theorem provers are now commonly used within interactive theorem provers to discharge an increasingly large number of proof obligations. To maintain the trustworthiness of a proof, the automatically found proof must be verified inside the proof assistant. We present here a reconstruction procedure in the proo... |
2007.07138 | Sabah Al-Fedaghi Dr. | Sabah Al-Fedaghi | Modeling the Semantics of States and State Machines | 15 pages, 17 figures | Journal of Computer Science 2020, 16 (7): 891-905 | 10.3844/jcssp.2020.891.905 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A system s behavior is typically specified through models such as state
diagrams that describe how the system should behave. According to researchers,
it is not clear what a state actually represents regarding the system to be
modeled. Standards do not provide adequate definitions of or sufficient
guidance on the use... | [
{
"created": "Tue, 14 Jul 2020 15:57:07 GMT",
"version": "v1"
}
] | 2020-07-15 | [
[
"Al-Fedaghi",
"Sabah",
""
]
] | A system s behavior is typically specified through models such as state diagrams that describe how the system should behave. According to researchers, it is not clear what a state actually represents regarding the system to be modeled. Standards do not provide adequate definitions of or sufficient guidance on the use o... |
2303.10959 | Nicky Zimmerman | Nicky Zimmerman and Matteo Sodano and Elias Marks and Jens Behley and
Cyrill Stachniss | Constructing Metric-Semantic Maps using Floor Plan Priors for Long-Term
Indoor Localization | 7 pages, accepted to IROS 2023 | null | null | null | cs.RO cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Object-based maps are relevant for scene understanding since they integrate
geometric and semantic information of the environment, allowing autonomous
robots to robustly localize and interact with on objects. In this paper, we
address the task of constructing a metric-semantic map for the purpose of
long-term object-... | [
{
"created": "Mon, 20 Mar 2023 09:33:05 GMT",
"version": "v1"
},
{
"created": "Fri, 13 Oct 2023 15:56:51 GMT",
"version": "v2"
}
] | 2023-10-16 | [
[
"Zimmerman",
"Nicky",
""
],
[
"Sodano",
"Matteo",
""
],
[
"Marks",
"Elias",
""
],
[
"Behley",
"Jens",
""
],
[
"Stachniss",
"Cyrill",
""
]
] | Object-based maps are relevant for scene understanding since they integrate geometric and semantic information of the environment, allowing autonomous robots to robustly localize and interact with on objects. In this paper, we address the task of constructing a metric-semantic map for the purpose of long-term object-ba... |
1810.07075 | Shaofeng Yuan | Yujiao Tang, Feng Yang, Shaofeng Yuan, Chang'an Zhan | A Multi-stage Framework with Context Information Fusion Structure for
Skin Lesion Segmentation | 4 pages, 3 figures, 1 table | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The computer-aided diagnosis (CAD) systems can highly improve the reliability
and efficiency of melanoma recognition. As a crucial step of CAD, skin lesion
segmentation has the unsatisfactory accuracy in existing methods due to large
variability in lesion appearance and artifacts. In this work, we propose a
framework... | [
{
"created": "Tue, 16 Oct 2018 15:26:30 GMT",
"version": "v1"
}
] | 2018-10-17 | [
[
"Tang",
"Yujiao",
""
],
[
"Yang",
"Feng",
""
],
[
"Yuan",
"Shaofeng",
""
],
[
"Zhan",
"Chang'an",
""
]
] | The computer-aided diagnosis (CAD) systems can highly improve the reliability and efficiency of melanoma recognition. As a crucial step of CAD, skin lesion segmentation has the unsatisfactory accuracy in existing methods due to large variability in lesion appearance and artifacts. In this work, we propose a framework e... |
2304.02312 | Thibault Maho | Thibault Maho, Seyed-Mohsen Moosavi-Dezfooli, Teddy Furon | How to choose your best allies for a transferable attack? | ICCV 2023 | null | null | null | cs.CR cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The transferability of adversarial examples is a key issue in the security of
deep neural networks. The possibility of an adversarial example crafted for a
source model fooling another targeted model makes the threat of adversarial
attacks more realistic. Measuring transferability is a crucial problem, but the
Attack... | [
{
"created": "Wed, 5 Apr 2023 09:08:02 GMT",
"version": "v1"
},
{
"created": "Sun, 16 Jul 2023 14:36:20 GMT",
"version": "v2"
}
] | 2023-07-18 | [
[
"Maho",
"Thibault",
""
],
[
"Moosavi-Dezfooli",
"Seyed-Mohsen",
""
],
[
"Furon",
"Teddy",
""
]
] | The transferability of adversarial examples is a key issue in the security of deep neural networks. The possibility of an adversarial example crafted for a source model fooling another targeted model makes the threat of adversarial attacks more realistic. Measuring transferability is a crucial problem, but the Attack S... |
1208.0688 | Wei Xi | Jizhong Zhao, Wei Xi, Jinsong Han, Shaojie Tang, Xiangyang Li, Yunhao
Liu, Yihong Gong, Zehua Zhou | Efficient and Secure Key Extraction using CSI without Chasing down
Errors | Submitted to INFOCOM 2013 | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generating keys and keeping them secret is critical in secure communications.
Due to the "open-air" nature, key distribution is more susceptible to attacks
in wireless communications. An ingenious solution is to generate common secret
keys by two communicating parties separately without the need of key exchange
or di... | [
{
"created": "Fri, 3 Aug 2012 08:35:43 GMT",
"version": "v1"
}
] | 2012-08-06 | [
[
"Zhao",
"Jizhong",
""
],
[
"Xi",
"Wei",
""
],
[
"Han",
"Jinsong",
""
],
[
"Tang",
"Shaojie",
""
],
[
"Li",
"Xiangyang",
""
],
[
"Liu",
"Yunhao",
""
],
[
"Gong",
"Yihong",
""
],
[
"Zhou",
"Zehua"... | Generating keys and keeping them secret is critical in secure communications. Due to the "open-air" nature, key distribution is more susceptible to attacks in wireless communications. An ingenious solution is to generate common secret keys by two communicating parties separately without the need of key exchange or dist... |
2211.06918 | Ismael Perez | Ilkay Altintas, Ismael Perez, Dmitry Mishin, Adrien Trouillaud,
Christopher Irving, John Graham, Mahidhar Tatineni, Thomas DeFanti, Shawn
Strande, Larry Smarr, Michael L. Norman | Towards a Dynamic Composability Approach for using Heterogeneous Systems
in Remote Sensing | 18th IEEE International Conference on eScience (2022) | null | null | null | cs.DC cs.AI | http://creativecommons.org/licenses/by/4.0/ | Influenced by the advances in data and computing, the scientific practice
increasingly involves machine learning and artificial intelligence driven
methods which requires specialized capabilities at the system-, science- and
service-level in addition to the conventional large-capacity supercomputing
approaches. The l... | [
{
"created": "Sun, 13 Nov 2022 14:48:00 GMT",
"version": "v1"
}
] | 2022-11-15 | [
[
"Altintas",
"Ilkay",
""
],
[
"Perez",
"Ismael",
""
],
[
"Mishin",
"Dmitry",
""
],
[
"Trouillaud",
"Adrien",
""
],
[
"Irving",
"Christopher",
""
],
[
"Graham",
"John",
""
],
[
"Tatineni",
"Mahidhar",
""
],... | Influenced by the advances in data and computing, the scientific practice increasingly involves machine learning and artificial intelligence driven methods which requires specialized capabilities at the system-, science- and service-level in addition to the conventional large-capacity supercomputing approaches. The lat... |
1809.08211 | Fulvio Mastrogiovanni | Wojciech Wasko, Alessandro Albini, Perla Maiolino, Fulvio
Mastrogiovanni, Giorgio Cannata | Contact modelling and tactile data processing for robot skin | Submitted to Robotics and Autonomous Systems | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Tactile sensing is a key enabling technology to develop complex behaviours
for robots interacting with humans or the environment. This paper discusses
computational aspects playing a significant role when extracting information
about contact events. Considering a large-scale, capacitance-based robot skin
technology w... | [
{
"created": "Fri, 21 Sep 2018 17:05:34 GMT",
"version": "v1"
}
] | 2018-09-24 | [
[
"Wasko",
"Wojciech",
""
],
[
"Albini",
"Alessandro",
""
],
[
"Maiolino",
"Perla",
""
],
[
"Mastrogiovanni",
"Fulvio",
""
],
[
"Cannata",
"Giorgio",
""
]
] | Tactile sensing is a key enabling technology to develop complex behaviours for robots interacting with humans or the environment. This paper discusses computational aspects playing a significant role when extracting information about contact events. Considering a large-scale, capacitance-based robot skin technology we ... |
2109.01820 | Chenjie Wang | Chenjie Wang, Chengyuan Li, Bin Luo, Wei Wang, Jun Liu | RiWNet: A moving object instance segmentation Network being Robust in
adverse Weather conditions | 12 pages, 10 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Segmenting each moving object instance in a scene is essential for many
applications. But like many other computer vision tasks, this task performs
well in optimal weather, but then adverse weather tends to fail. To be robust
in weather conditions, the usual way is to train network in data of given
weather pattern or... | [
{
"created": "Sat, 4 Sep 2021 08:55:36 GMT",
"version": "v1"
}
] | 2021-09-07 | [
[
"Wang",
"Chenjie",
""
],
[
"Li",
"Chengyuan",
""
],
[
"Luo",
"Bin",
""
],
[
"Wang",
"Wei",
""
],
[
"Liu",
"Jun",
""
]
] | Segmenting each moving object instance in a scene is essential for many applications. But like many other computer vision tasks, this task performs well in optimal weather, but then adverse weather tends to fail. To be robust in weather conditions, the usual way is to train network in data of given weather pattern or t... |
2211.07514 | Anmol Agarwal | Anmol Agarwal, Jigar Gupta, Rahul Goel, Shyam Upadhyay, Pankaj Joshi,
Rengarajan Aravamudhan | CST5: Data Augmentation for Code-Switched Semantic Parsing | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Extending semantic parsers to code-switched input has been a challenging
problem, primarily due to a lack of supervised training data. In this work, we
introduce CST5, a new data augmentation technique that finetunes a T5 model
using a small seed set ($\approx$100 utterances) to generate code-switched
utterances from... | [
{
"created": "Mon, 14 Nov 2022 16:45:30 GMT",
"version": "v1"
}
] | 2022-11-15 | [
[
"Agarwal",
"Anmol",
""
],
[
"Gupta",
"Jigar",
""
],
[
"Goel",
"Rahul",
""
],
[
"Upadhyay",
"Shyam",
""
],
[
"Joshi",
"Pankaj",
""
],
[
"Aravamudhan",
"Rengarajan",
""
]
] | Extending semantic parsers to code-switched input has been a challenging problem, primarily due to a lack of supervised training data. In this work, we introduce CST5, a new data augmentation technique that finetunes a T5 model using a small seed set ($\approx$100 utterances) to generate code-switched utterances from E... |
2207.11850 | Yudong Han | Yudong Han, Liqiang Nie, Jianhua Yin, Jianlong Wu, Yan Yan | Visual Perturbation-aware Collaborative Learning for Overcoming the
Language Prior Problem | 13 pages, 10 figures, submitted to IEEE Transactions on Pattern
Analysis and Machine Intelligence | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Several studies have recently pointed that existing Visual Question Answering
(VQA) models heavily suffer from the language prior problem, which refers to
capturing superficial statistical correlations between the question type and
the answer whereas ignoring the image contents. Numerous efforts have been
dedicated t... | [
{
"created": "Sun, 24 Jul 2022 23:50:52 GMT",
"version": "v1"
}
] | 2022-07-26 | [
[
"Han",
"Yudong",
""
],
[
"Nie",
"Liqiang",
""
],
[
"Yin",
"Jianhua",
""
],
[
"Wu",
"Jianlong",
""
],
[
"Yan",
"Yan",
""
]
] | Several studies have recently pointed that existing Visual Question Answering (VQA) models heavily suffer from the language prior problem, which refers to capturing superficial statistical correlations between the question type and the answer whereas ignoring the image contents. Numerous efforts have been dedicated to ... |
2408.06685 | Kim-Manuel Klein | Kim-Manuel Klein and Janina Reuter | Faster Lattice Basis Computation -- The Generalization of the Euclidean
Algorithm | 20 pages. arXiv admin note: substantial text overlap with
arXiv:2311.15902 | null | null | null | cs.DS cs.DM math.AG | http://creativecommons.org/licenses/by/4.0/ | The Euclidean algorithm the oldest algorithms known to mankind. Given two
integral numbers $a_1$ and $a_2$, it computes the greatest common divisor (gcd)
of $a_1$ and $a_2$ in a very elegant way. From a lattice perspective, it
computes a basis of the sum of two one-dimensional lattices $a_1 \mathbb{Z}$
and $a_2 \math... | [
{
"created": "Tue, 13 Aug 2024 07:24:53 GMT",
"version": "v1"
}
] | 2024-08-14 | [
[
"Klein",
"Kim-Manuel",
""
],
[
"Reuter",
"Janina",
""
]
] | The Euclidean algorithm the oldest algorithms known to mankind. Given two integral numbers $a_1$ and $a_2$, it computes the greatest common divisor (gcd) of $a_1$ and $a_2$ in a very elegant way. From a lattice perspective, it computes a basis of the sum of two one-dimensional lattices $a_1 \mathbb{Z}$ and $a_2 \mathbb... |
1711.06855 | Ahmet Cetinkaya | Ahmet Cetinkaya, Hideaki Ishii, Tomohisa Hayakawa | A Probabilistic Characterization of Random and Malicious Communication
Failures in Multi-Hop Networked Control | Correct typos in Sections 3-6. Make changes in the proofs of Theorems
3.4 and 4.3 | null | null | null | cs.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The control problem of a linear discrete-time dynamical system over a
multi-hop network is explored. The network is assumed to be subject to packet
drops by malicious and nonmalicious nodes as well as random and malicious data
corruption issues. We utilize asymptotic tail-probability bounds of
transmission failure ra... | [
{
"created": "Sat, 18 Nov 2017 12:35:23 GMT",
"version": "v1"
},
{
"created": "Wed, 30 May 2018 04:30:39 GMT",
"version": "v2"
},
{
"created": "Fri, 21 Sep 2018 04:27:27 GMT",
"version": "v3"
}
] | 2018-09-24 | [
[
"Cetinkaya",
"Ahmet",
""
],
[
"Ishii",
"Hideaki",
""
],
[
"Hayakawa",
"Tomohisa",
""
]
] | The control problem of a linear discrete-time dynamical system over a multi-hop network is explored. The network is assumed to be subject to packet drops by malicious and nonmalicious nodes as well as random and malicious data corruption issues. We utilize asymptotic tail-probability bounds of transmission failure rati... |
2309.00665 | Iurii Medvedev | Iurii Medvedev, Joana Pimenta, Nuno Gon\c{c}alves | Fused Classification For Differential Face Morphing Detection | 8 pages, 3 figures, 2 tables | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Face morphing, a sophisticated presentation attack technique, poses
significant security risks to face recognition systems. Traditional methods
struggle to detect morphing attacks, which involve blending multiple face
images to create a synthetic image that can match different individuals. In
this paper, we focus on ... | [
{
"created": "Fri, 1 Sep 2023 16:14:29 GMT",
"version": "v1"
}
] | 2023-09-06 | [
[
"Medvedev",
"Iurii",
""
],
[
"Pimenta",
"Joana",
""
],
[
"Gonçalves",
"Nuno",
""
]
] | Face morphing, a sophisticated presentation attack technique, poses significant security risks to face recognition systems. Traditional methods struggle to detect morphing attacks, which involve blending multiple face images to create a synthetic image that can match different individuals. In this paper, we focus on th... |
1708.02377 | Chengxi Zang | Chengxi Zang, Peng Cui, Chaoming Song, Christos Faloutsos and Wenwu
Zhu | Structural patterns of information cascades and their implications for
dynamics and semantics | null | null | null | null | cs.SI cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Information cascades are ubiquitous in both physical society and online
social media, taking on large variations in structures, dynamics and semantics.
Although the dynamics and semantics of information cascades have been studied,
the structural patterns and their correlations with dynamics and semantics are
largely ... | [
{
"created": "Tue, 8 Aug 2017 05:42:46 GMT",
"version": "v1"
}
] | 2017-08-09 | [
[
"Zang",
"Chengxi",
""
],
[
"Cui",
"Peng",
""
],
[
"Song",
"Chaoming",
""
],
[
"Faloutsos",
"Christos",
""
],
[
"Zhu",
"Wenwu",
""
]
] | Information cascades are ubiquitous in both physical society and online social media, taking on large variations in structures, dynamics and semantics. Although the dynamics and semantics of information cascades have been studied, the structural patterns and their correlations with dynamics and semantics are largely un... |
2108.07506 | Haitian Zeng | Haitian Zeng, Yuchao Dai, Xin Yu, Xiaohan Wang, Yi Yang | PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-rigid
Structure-from-Motion | Accepted to ICCV 2021 | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | We propose PR-RRN, a novel neural-network based method for Non-rigid
Structure-from-Motion (NRSfM). PR-RRN consists of Residual-Recursive Networks
(RRN) and two extra regularization losses. RRN is designed to effectively
recover 3D shape and camera from 2D keypoints with novel residual-recursive
structure. As NRSfM i... | [
{
"created": "Tue, 17 Aug 2021 08:39:02 GMT",
"version": "v1"
}
] | 2021-08-18 | [
[
"Zeng",
"Haitian",
""
],
[
"Dai",
"Yuchao",
""
],
[
"Yu",
"Xin",
""
],
[
"Wang",
"Xiaohan",
""
],
[
"Yang",
"Yi",
""
]
] | We propose PR-RRN, a novel neural-network based method for Non-rigid Structure-from-Motion (NRSfM). PR-RRN consists of Residual-Recursive Networks (RRN) and two extra regularization losses. RRN is designed to effectively recover 3D shape and camera from 2D keypoints with novel residual-recursive structure. As NRSfM is ... |
2307.00362 | Emmanuel Sam | Emmanuel Sam and Benjamin Bergougnoux and Petr A. Golovach and Nello
Blaser | Kernelization for Finding Lineal Topologies (Depth-First Spanning Trees)
with Many or Few Leaves | 16 pages, accepted for presentation at FCT 2023 | null | null | null | cs.DS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For a given graph $G$, a depth-first search (DFS) tree $T$ of $G$ is an
$r$-rooted spanning tree such that every edge of $G$ is either an edge of $T$
or is between a \textit{descendant} and an \textit{ancestor} in $T$. A graph
$G$ together with a DFS tree is called a \textit{lineal topology} $\mathcal{T}
= (G, r, T)$... | [
{
"created": "Sat, 1 Jul 2023 15:19:22 GMT",
"version": "v1"
},
{
"created": "Thu, 20 Jul 2023 08:47:18 GMT",
"version": "v2"
}
] | 2023-07-21 | [
[
"Sam",
"Emmanuel",
""
],
[
"Bergougnoux",
"Benjamin",
""
],
[
"Golovach",
"Petr A.",
""
],
[
"Blaser",
"Nello",
""
]
] | For a given graph $G$, a depth-first search (DFS) tree $T$ of $G$ is an $r$-rooted spanning tree such that every edge of $G$ is either an edge of $T$ or is between a \textit{descendant} and an \textit{ancestor} in $T$. A graph $G$ together with a DFS tree is called a \textit{lineal topology} $\mathcal{T} = (G, r, T)$. ... |
2401.03764 | Rui Ma | Ruiqi Liu, Peng Zheng, Ye Wang, Rui Ma | 3D-SSGAN: Lifting 2D Semantics for 3D-Aware Compositional Portrait
Synthesis | null | null | null | null | cs.CV cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Existing 3D-aware portrait synthesis methods can generate impressive
high-quality images while preserving strong 3D consistency. However, most of
them cannot support the fine-grained part-level control over synthesized
images. Conversely, some GAN-based 2D portrait synthesis methods can achieve
clear disentanglement ... | [
{
"created": "Mon, 8 Jan 2024 09:41:07 GMT",
"version": "v1"
}
] | 2024-01-09 | [
[
"Liu",
"Ruiqi",
""
],
[
"Zheng",
"Peng",
""
],
[
"Wang",
"Ye",
""
],
[
"Ma",
"Rui",
""
]
] | Existing 3D-aware portrait synthesis methods can generate impressive high-quality images while preserving strong 3D consistency. However, most of them cannot support the fine-grained part-level control over synthesized images. Conversely, some GAN-based 2D portrait synthesis methods can achieve clear disentanglement of... |
2106.01904 | Lorenzo Bertolini | Lorenzo Bertolini, Julie Weeds, David Weir, Qiwei Peng | Representing Syntax and Composition with Geometric Transformations | to appear in Findings of ACL 2021 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The exploitation of syntactic graphs (SyGs) as a word's context has been
shown to be beneficial for distributional semantic models (DSMs), both at the
level of individual word representations and in deriving phrasal
representations via composition. However, notwithstanding the potential
performance benefit, the synta... | [
{
"created": "Thu, 3 Jun 2021 14:53:34 GMT",
"version": "v1"
}
] | 2021-06-04 | [
[
"Bertolini",
"Lorenzo",
""
],
[
"Weeds",
"Julie",
""
],
[
"Weir",
"David",
""
],
[
"Peng",
"Qiwei",
""
]
] | The exploitation of syntactic graphs (SyGs) as a word's context has been shown to be beneficial for distributional semantic models (DSMs), both at the level of individual word representations and in deriving phrasal representations via composition. However, notwithstanding the potential performance benefit, the syntact... |
2202.13985 | Stuart Armstrong | Rebecca Gorman, Stuart Armstrong | The dangers in algorithms learning humans' values and irrationalities | null | null | null | null | cs.AI | http://creativecommons.org/licenses/by/4.0/ | For an artificial intelligence (AI) to be aligned with human values (or human
preferences), it must first learn those values. AI systems that are trained on
human behavior, risk miscategorising human irrationalities as human values --
and then optimising for these irrationalities. Simply learning human values
still c... | [
{
"created": "Mon, 28 Feb 2022 17:41:39 GMT",
"version": "v1"
},
{
"created": "Tue, 1 Mar 2022 11:23:04 GMT",
"version": "v2"
}
] | 2022-03-02 | [
[
"Gorman",
"Rebecca",
""
],
[
"Armstrong",
"Stuart",
""
]
] | For an artificial intelligence (AI) to be aligned with human values (or human preferences), it must first learn those values. AI systems that are trained on human behavior, risk miscategorising human irrationalities as human values -- and then optimising for these irrationalities. Simply learning human values still car... |
2109.14879 | Grzegorz Chlebus | Grzegorz Chlebus and Andrea Schenk and Horst K. Hahn and Bram van
Ginneken and Hans Meine | Robust Segmentation Models using an Uncertainty Slice Sampling Based
Annotation Workflow | 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.CV cs.LG | http://creativecommons.org/licenses/by/4.0/ | Semantic segmentation neural networks require pixel-level annotations in
large quantities to achieve a good performance. In the medical domain, such
annotations are expensive, because they are time-consuming and require expert
knowledge. Active learning optimizes the annotation effort by devising
strategies to select... | [
{
"created": "Thu, 30 Sep 2021 06:56:11 GMT",
"version": "v1"
}
] | 2021-10-01 | [
[
"Chlebus",
"Grzegorz",
""
],
[
"Schenk",
"Andrea",
""
],
[
"Hahn",
"Horst K.",
""
],
[
"van Ginneken",
"Bram",
""
],
[
"Meine",
"Hans",
""
]
] | Semantic segmentation neural networks require pixel-level annotations in large quantities to achieve a good performance. In the medical domain, such annotations are expensive, because they are time-consuming and require expert knowledge. Active learning optimizes the annotation effort by devising strategies to select c... |
2402.10815 | Noleen K\"ohler | Tesshu Hanaka, Noleen K\"ohler and Michael Lampis | Core Stability in Additively Separable Hedonic Games of Low Treewidth | null | null | null | null | cs.DS cs.CC cs.GT | http://creativecommons.org/licenses/by/4.0/ | Additively Separable Hedonic Game (ASHG) are coalition-formation games where
we are given a graph whose vertices represent $n$ selfish agents and the weight
of each edge $uv$ denotes how much agent $u$ gains (or loses) when she is
placed in the same coalition as agent $v$. We revisit the computational
complexity of t... | [
{
"created": "Fri, 16 Feb 2024 16:39:14 GMT",
"version": "v1"
}
] | 2024-02-19 | [
[
"Hanaka",
"Tesshu",
""
],
[
"Köhler",
"Noleen",
""
],
[
"Lampis",
"Michael",
""
]
] | Additively Separable Hedonic Game (ASHG) are coalition-formation games where we are given a graph whose vertices represent $n$ selfish agents and the weight of each edge $uv$ denotes how much agent $u$ gains (or loses) when she is placed in the same coalition as agent $v$. We revisit the computational complexity of the... |
1709.05737 | Dong Liu | Rui Song, Dong Liu, Houqiang Li, Feng Wu | Neural network-based arithmetic coding of intra prediction modes in HEVC | VCIP 2017 | null | 10.1109/VCIP.2017.8305104 | null | cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In both H.264 and HEVC, context-adaptive binary arithmetic coding (CABAC) is
adopted as the entropy coding method. CABAC relies on manually designed
binarization processes as well as handcrafted context models, which may
restrict the compression efficiency. In this paper, we propose an arithmetic
coding strategy by t... | [
{
"created": "Mon, 18 Sep 2017 01:32:45 GMT",
"version": "v1"
}
] | 2018-03-30 | [
[
"Song",
"Rui",
""
],
[
"Liu",
"Dong",
""
],
[
"Li",
"Houqiang",
""
],
[
"Wu",
"Feng",
""
]
] | In both H.264 and HEVC, context-adaptive binary arithmetic coding (CABAC) is adopted as the entropy coding method. CABAC relies on manually designed binarization processes as well as handcrafted context models, which may restrict the compression efficiency. In this paper, we propose an arithmetic coding strategy by tra... |
2203.08931 | Reno Kriz | Anietie Andy and Siyi Liu and Daphne Ippolito and Reno Kriz and Chris
Callison-Burch and Derry Wijaya | Creating Multimedia Summaries Using Tweets and Videos | 8 pages, 3 figures, 7 tables | null | null | null | cs.CL cs.CV | http://creativecommons.org/licenses/by/4.0/ | While popular televised events such as presidential debates or TV shows are
airing, people provide commentary on them in real-time. In this paper, we
propose a simple yet effective approach to combine social media commentary and
videos to create a multimedia summary of televised events. Our approach
identifies scenes... | [
{
"created": "Wed, 16 Mar 2022 20:37:49 GMT",
"version": "v1"
}
] | 2022-03-18 | [
[
"Andy",
"Anietie",
""
],
[
"Liu",
"Siyi",
""
],
[
"Ippolito",
"Daphne",
""
],
[
"Kriz",
"Reno",
""
],
[
"Callison-Burch",
"Chris",
""
],
[
"Wijaya",
"Derry",
""
]
] | While popular televised events such as presidential debates or TV shows are airing, people provide commentary on them in real-time. In this paper, we propose a simple yet effective approach to combine social media commentary and videos to create a multimedia summary of televised events. Our approach identifies scenes f... |
1108.3636 | EPTCS | Mathieu Roux (LMNO and GREYC, CNRS and University of Caen, France),
Brigitte Vall\'ee (GREYC, CNRS and University of Caen, France) | Information theory: Sources, Dirichlet series, and realistic analyses of
data structures | In Proceedings WORDS 2011, arXiv:1108.3412 | EPTCS 63, 2011, pp. 199-214 | 10.4204/EPTCS.63.26 | null | cs.IT cs.DM cs.DS math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Most of the text algorithms build data structures on words, mainly trees, as
digital trees (tries) or binary search trees (bst). The mechanism which
produces symbols of the words (one symbol at each unit time) is called a
source, in information theory contexts. The probabilistic behaviour of the
trees built on words ... | [
{
"created": "Thu, 18 Aug 2011 03:54:43 GMT",
"version": "v1"
}
] | 2011-08-19 | [
[
"Roux",
"Mathieu",
"",
"LMNO and GREYC, CNRS and University of Caen, France"
],
[
"Vallée",
"Brigitte",
"",
"GREYC, CNRS and University of Caen, France"
]
] | Most of the text algorithms build data structures on words, mainly trees, as digital trees (tries) or binary search trees (bst). The mechanism which produces symbols of the words (one symbol at each unit time) is called a source, in information theory contexts. The probabilistic behaviour of the trees built on words em... |
cs/0107024 | Joseph O'Rourke | Erik D. Demaine, Martin L. Demaine, Anna Lubiw, Joseph O'Rourke | Enumerating Foldings and Unfoldings between Polygons and Polytopes | 12 pages; 10 figures; 10 references. Revision of version in
Proceedings of the Japan Conference on Discrete and Computational Geometry,
Tokyo, Nov. 2000, pp. 9-12. See also cs.CG/0007019 | Graphs and Combinatorics 18(1) 93-104 (2002) | null | null | cs.CG cs.DM | null | We pose and answer several questions concerning the number of ways to fold a
polygon to a polytope, and how many polytopes can be obtained from one polygon;
and the analogous questions for unfolding polytopes to polygons. Our answers
are, roughly: exponentially many, or nondenumerably infinite.
| [
{
"created": "Wed, 18 Jul 2001 13:13:39 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Demaine",
"Erik D.",
""
],
[
"Demaine",
"Martin L.",
""
],
[
"Lubiw",
"Anna",
""
],
[
"O'Rourke",
"Joseph",
""
]
] | We pose and answer several questions concerning the number of ways to fold a polygon to a polytope, and how many polytopes can be obtained from one polygon; and the analogous questions for unfolding polytopes to polygons. Our answers are, roughly: exponentially many, or nondenumerably infinite. |
2001.11071 | Ning Zhang | Ning Zhang, Yu Cao, Benyuan Liu, and Yan Luo | 3D Aggregated Faster R-CNN for General Lesion Detection | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Lesions are damages and abnormalities in tissues of the human body. Many of
them can later turn into fatal diseases such as cancers. Detecting lesions are
of great importance for early diagnosis and timely treatment. To this end,
Computed Tomography (CT) scans often serve as the screening tool, allowing us
to leverag... | [
{
"created": "Wed, 29 Jan 2020 19:57:35 GMT",
"version": "v1"
}
] | 2020-01-31 | [
[
"Zhang",
"Ning",
""
],
[
"Cao",
"Yu",
""
],
[
"Liu",
"Benyuan",
""
],
[
"Luo",
"Yan",
""
]
] | Lesions are damages and abnormalities in tissues of the human body. Many of them can later turn into fatal diseases such as cancers. Detecting lesions are of great importance for early diagnosis and timely treatment. To this end, Computed Tomography (CT) scans often serve as the screening tool, allowing us to leverage ... |
2206.11866 | Jo\~ao Vitorino | Jo\~ao Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel
Pra\c{c}a | A Multi-Policy Framework for Deep Learning-Based Fake News Detection | 10 pages, 1 table, 3 figures, DCAI 2022 conference | null | 10.1007/978-3-031-20859-1_13 | null | cs.CL cs.CR cs.LG | http://creativecommons.org/licenses/by/4.0/ | Connectivity plays an ever-increasing role in modern society, with people all
around the world having easy access to rapidly disseminated information.
However, a more interconnected society enables the spread of intentionally
false information. To mitigate the negative impacts of fake news, it is
essential to improve... | [
{
"created": "Wed, 1 Jun 2022 21:25:21 GMT",
"version": "v1"
}
] | 2023-02-03 | [
[
"Vitorino",
"João",
""
],
[
"Dias",
"Tiago",
""
],
[
"Fonseca",
"Tiago",
""
],
[
"Oliveira",
"Nuno",
""
],
[
"Praça",
"Isabel",
""
]
] | Connectivity plays an ever-increasing role in modern society, with people all around the world having easy access to rapidly disseminated information. However, a more interconnected society enables the spread of intentionally false information. To mitigate the negative impacts of fake news, it is essential to improve d... |
0707.2185 | Damien Chablat | Sylvain Guegan (IRCCyN), Wisama Khalil (IRCCyN), Damien Chablat
(IRCCyN), Philippe Wenger (IRCCyN) | Mod\'elisation Dynamique d'un Robot Parall\`ele \`a 3-DDL : l'Orthoglide | null | Conf\'erence Internationale Francophone d'Automatique (07/2002)
1-6 | null | null | cs.RO | null | In this article, we propose a method for calculation of the inverse and
direct dynamic models of the Orthoglide, a parallel robot with threedegrees of
freedom in translation. These models are calculated starting from the elements
of the dynamic model of the kinematic chain structure and equations of
Newton-Euler appl... | [
{
"created": "Sun, 15 Jul 2007 07:14:51 GMT",
"version": "v1"
}
] | 2007-07-17 | [
[
"Guegan",
"Sylvain",
"",
"IRCCyN"
],
[
"Khalil",
"Wisama",
"",
"IRCCyN"
],
[
"Chablat",
"Damien",
"",
"IRCCyN"
],
[
"Wenger",
"Philippe",
"",
"IRCCyN"
]
] | In this article, we propose a method for calculation of the inverse and direct dynamic models of the Orthoglide, a parallel robot with threedegrees of freedom in translation. These models are calculated starting from the elements of the dynamic model of the kinematic chain structure and equations of Newton-Euler applie... |
1910.02390 | Amber Nigam | Amber Nigam, Pragati Jaiswal, Uma Girkar, Teertha Arora, and Leo A.
Celi | Migration through Machine Learning Lens -- Predicting Sexual and
Reproductive Health Vulnerability of Young Migrants | Accepted for Machine Learning for Health (ML4H) at NeurIPS 2019 -
Extended Abstract | null | null | null | cs.LG cs.CY stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we have discussed initial findings and results of our
experiment to predict sexual and reproductive health vulnerabilities of
migrants in a data-constrained environment. Notwithstanding the limited
research and data about migrants and migration cities, we propose a solution
that simultaneously focuses ... | [
{
"created": "Sun, 6 Oct 2019 07:09:13 GMT",
"version": "v1"
},
{
"created": "Thu, 17 Oct 2019 03:56:45 GMT",
"version": "v2"
},
{
"created": "Fri, 15 Nov 2019 20:14:39 GMT",
"version": "v3"
},
{
"created": "Fri, 22 Nov 2019 10:00:02 GMT",
"version": "v4"
}
] | 2019-11-25 | [
[
"Nigam",
"Amber",
""
],
[
"Jaiswal",
"Pragati",
""
],
[
"Girkar",
"Uma",
""
],
[
"Arora",
"Teertha",
""
],
[
"Celi",
"Leo A.",
""
]
] | In this paper, we have discussed initial findings and results of our experiment to predict sexual and reproductive health vulnerabilities of migrants in a data-constrained environment. Notwithstanding the limited research and data about migrants and migration cities, we propose a solution that simultaneously focuses on... |
2112.07019 | Lennart Bamberg Dr.-Ing. | Lennart Bamberg, Arash Pourtaherian, Luc Waeijen, Anupam Chahar,
Orlando Moreira | Synapse Compression for Event-Based Convolutional-Neural-Network
Accelerators | Preprint accepted by the IEEE Transactions on Parallel and
Distributed Systems | null | null | null | cs.AR cs.AI | http://creativecommons.org/licenses/by-sa/4.0/ | Manufacturing-viable neuromorphic chips require novel computer architectures
to achieve the massively parallel and efficient information processing the
brain supports so effortlessly. Emerging event-based architectures are making
this dream a reality. However, the large memory requirements for synaptic
connectivity a... | [
{
"created": "Mon, 13 Dec 2021 21:14:35 GMT",
"version": "v1"
},
{
"created": "Sat, 25 Dec 2021 23:05:11 GMT",
"version": "v2"
},
{
"created": "Tue, 24 Jan 2023 09:19:17 GMT",
"version": "v3"
}
] | 2023-01-25 | [
[
"Bamberg",
"Lennart",
""
],
[
"Pourtaherian",
"Arash",
""
],
[
"Waeijen",
"Luc",
""
],
[
"Chahar",
"Anupam",
""
],
[
"Moreira",
"Orlando",
""
]
] | Manufacturing-viable neuromorphic chips require novel computer architectures to achieve the massively parallel and efficient information processing the brain supports so effortlessly. Emerging event-based architectures are making this dream a reality. However, the large memory requirements for synaptic connectivity are... |
2307.07354 | Anna Bernasconi | Stefano Ceri, Anna Bernasconi, Alessia Gagliardi, Davide Martinenghi,
Luigi Bellomarini, Davide Magnanimi | PG-Triggers: Triggers for Property Graphs | 13 pages, 5 figures, 4 tables | In Companion of the 2024 International Conference on Management of
Data (SIGMOD/PODS '24). Association for Computing Machinery, New York, NY,
USA, 373-385 | 10.1145/3626246.3653386 | null | cs.DB | http://creativecommons.org/licenses/by/4.0/ | Graph databases are emerging as the leading data management technology for
storing large knowledge graphs; significant efforts are ongoing to produce new
standards (such as the Graph Query Language, GQL), as well as enrich them with
properties, types, schemas, and keys. In this article, we introduce
PG-Triggers, a co... | [
{
"created": "Fri, 14 Jul 2023 14:02:20 GMT",
"version": "v1"
},
{
"created": "Mon, 5 Feb 2024 13:42:50 GMT",
"version": "v2"
},
{
"created": "Mon, 10 Jun 2024 22:29:14 GMT",
"version": "v3"
}
] | 2024-06-12 | [
[
"Ceri",
"Stefano",
""
],
[
"Bernasconi",
"Anna",
""
],
[
"Gagliardi",
"Alessia",
""
],
[
"Martinenghi",
"Davide",
""
],
[
"Bellomarini",
"Luigi",
""
],
[
"Magnanimi",
"Davide",
""
]
] | Graph databases are emerging as the leading data management technology for storing large knowledge graphs; significant efforts are ongoing to produce new standards (such as the Graph Query Language, GQL), as well as enrich them with properties, types, schemas, and keys. In this article, we introduce PG-Triggers, a comp... |
2209.09660 | Carlos Perez Galvan Dr | Imanol Arzac-Garmendia, Mattia Vallerio, Carlos Perez-Galvan and
Francisco J. Navarro-Brull | Industrial Data Science for Batch Manufacturing Processes | null | null | null | null | cs.LG cs.SY eess.SY | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Batch processes show several sources of variability, from raw materials'
properties to initial and evolving conditions that change during the different
events in the manufacturing process. In this chapter, we will illustrate with
an industrial example how to use machine learning to reduce this apparent
excess of data... | [
{
"created": "Tue, 20 Sep 2022 11:59:13 GMT",
"version": "v1"
}
] | 2022-09-21 | [
[
"Arzac-Garmendia",
"Imanol",
""
],
[
"Vallerio",
"Mattia",
""
],
[
"Perez-Galvan",
"Carlos",
""
],
[
"Navarro-Brull",
"Francisco J.",
""
]
] | Batch processes show several sources of variability, from raw materials' properties to initial and evolving conditions that change during the different events in the manufacturing process. In this chapter, we will illustrate with an industrial example how to use machine learning to reduce this apparent excess of data w... |
2210.15131 | Haohan Guo | Haohan Guo, Fenglong Xie, Xixin Wu, Hui Lu, Helen Meng | Towards High-Quality Neural TTS for Low-Resource Languages by Learning
Compact Speech Representations | Submitted to ICASSP 2023 | null | null | null | cs.SD cs.CL eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper aims to enhance low-resource TTS by reducing training data
requirements using compact speech representations. A Multi-Stage Multi-Codebook
(MSMC) VQ-GAN is trained to learn the representation, MSMCR, and decode it to
waveforms. Subsequently, we train the multi-stage predictor to predict MSMCRs
from the tex... | [
{
"created": "Thu, 27 Oct 2022 02:32:00 GMT",
"version": "v1"
}
] | 2022-10-28 | [
[
"Guo",
"Haohan",
""
],
[
"Xie",
"Fenglong",
""
],
[
"Wu",
"Xixin",
""
],
[
"Lu",
"Hui",
""
],
[
"Meng",
"Helen",
""
]
] | This paper aims to enhance low-resource TTS by reducing training data requirements using compact speech representations. A Multi-Stage Multi-Codebook (MSMC) VQ-GAN is trained to learn the representation, MSMCR, and decode it to waveforms. Subsequently, we train the multi-stage predictor to predict MSMCRs from the text ... |
1906.07328 | Alex Cummaudo Mr | Alex Cummaudo, Rajesh Vasa, John Grundy, Mohamed Abdelrazek, Andrew
Cain | Losing Confidence in Quality: Unspoken Evolution of Computer Vision
Services | null | null | null | null | cs.SE cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recent advances in artificial intelligence (AI) and machine learning (ML),
such as computer vision, are now available as intelligent services and their
accessibility and simplicity is compelling. Multiple vendors now offer this
technology as cloud services and developers want to leverage these advances to
provide val... | [
{
"created": "Tue, 18 Jun 2019 01:11:43 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Jul 2019 23:51:03 GMT",
"version": "v2"
}
] | 2019-08-01 | [
[
"Cummaudo",
"Alex",
""
],
[
"Vasa",
"Rajesh",
""
],
[
"Grundy",
"John",
""
],
[
"Abdelrazek",
"Mohamed",
""
],
[
"Cain",
"Andrew",
""
]
] | Recent advances in artificial intelligence (AI) and machine learning (ML), such as computer vision, are now available as intelligent services and their accessibility and simplicity is compelling. Multiple vendors now offer this technology as cloud services and developers want to leverage these advances to provide value... |
1901.04321 | Thom Lake | Thom Lake, Sinead A. Williamson, Alexander T. Hawk, Christopher C.
Johnson, Benjamin P. Wing | Large-scale Collaborative Filtering with Product Embeddings | 15 pages, 5 figures | null | null | null | cs.IR cs.LG cs.NE stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The application of machine learning techniques to large-scale personalized
recommendation problems is a challenging task. Such systems must make sense of
enormous amounts of implicit feedback in order to understand user preferences
across numerous product categories. This paper presents a deep learning based
solution... | [
{
"created": "Fri, 11 Jan 2019 17:28:59 GMT",
"version": "v1"
}
] | 2019-01-15 | [
[
"Lake",
"Thom",
""
],
[
"Williamson",
"Sinead A.",
""
],
[
"Hawk",
"Alexander T.",
""
],
[
"Johnson",
"Christopher C.",
""
],
[
"Wing",
"Benjamin P.",
""
]
] | The application of machine learning techniques to large-scale personalized recommendation problems is a challenging task. Such systems must make sense of enormous amounts of implicit feedback in order to understand user preferences across numerous product categories. This paper presents a deep learning based solution t... |
2405.20590 | Junzhi Wen | Junzhi Wen, Rafal A. Angryk | Class-Based Time Series Data Augmentation to Mitigate Extreme Class
Imbalance for Solar Flare Prediction | null | null | null | null | cs.LG astro-ph.IM astro-ph.SR cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Time series data plays a crucial role across various domains, making it
valuable for decision-making and predictive modeling. Machine learning (ML) and
deep learning (DL) have shown promise in this regard, yet their performance
hinges on data quality and quantity, often constrained by data scarcity and
class imbalanc... | [
{
"created": "Fri, 31 May 2024 03:03:19 GMT",
"version": "v1"
}
] | 2024-06-03 | [
[
"Wen",
"Junzhi",
""
],
[
"Angryk",
"Rafal A.",
""
]
] | Time series data plays a crucial role across various domains, making it valuable for decision-making and predictive modeling. Machine learning (ML) and deep learning (DL) have shown promise in this regard, yet their performance hinges on data quality and quantity, often constrained by data scarcity and class imbalance,... |
2304.05468 | Nikola Milo\v{s}evi\'c Dr | Ulfeta A. Marovac, Aldina R. Avdi\'c, Nikola Lj. Milo\v{s}evi\'c | A Survey of Resources and Methods for Natural Language Processing of
Serbian Language | 43 pages, submitted to Artificial Intelligence Review Journal | null | null | null | cs.CL cs.DL cs.HC | http://creativecommons.org/licenses/by-sa/4.0/ | The Serbian language is a Slavic language spoken by over 12 million speakers
and well understood by over 15 million people. In the area of natural language
processing, it can be considered a low-resourced language. Also, Serbian is
considered a high-inflectional language. The combination of many word
inflections and ... | [
{
"created": "Tue, 11 Apr 2023 19:33:41 GMT",
"version": "v1"
}
] | 2023-04-13 | [
[
"Marovac",
"Ulfeta A.",
""
],
[
"Avdić",
"Aldina R.",
""
],
[
"Milošević",
"Nikola Lj.",
""
]
] | The Serbian language is a Slavic language spoken by over 12 million speakers and well understood by over 15 million people. In the area of natural language processing, it can be considered a low-resourced language. Also, Serbian is considered a high-inflectional language. The combination of many word inflections and lo... |
2204.04775 | Saadullah Amin | Saadullah Amin, Noon Pokaratsiri Goldstein, Morgan Kelly Wixted,
Alejandro Garc\'ia-Rudolph, Catalina Mart\'inez-Costa, G\"unter Neumann | Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of
Code-Mixed Clinical Texts | Accepted by BioNLP'22 | null | null | null | cs.CL cs.CR cs.LG | http://creativecommons.org/licenses/by/4.0/ | Despite the advances in digital healthcare systems offering curated
structured knowledge, much of the critical information still lies in large
volumes of unlabeled and unstructured clinical texts. These texts, which often
contain protected health information (PHI), are exposed to information
extraction tools for down... | [
{
"created": "Sun, 10 Apr 2022 21:46:52 GMT",
"version": "v1"
}
] | 2022-04-12 | [
[
"Amin",
"Saadullah",
""
],
[
"Goldstein",
"Noon Pokaratsiri",
""
],
[
"Wixted",
"Morgan Kelly",
""
],
[
"García-Rudolph",
"Alejandro",
""
],
[
"Martínez-Costa",
"Catalina",
""
],
[
"Neumann",
"Günter",
""
]
] | Despite the advances in digital healthcare systems offering curated structured knowledge, much of the critical information still lies in large volumes of unlabeled and unstructured clinical texts. These texts, which often contain protected health information (PHI), are exposed to information extraction tools for downst... |
1902.09722 | Tatsuya Shiraishi | Tatsuya Shiraishi, Tam Le, Hisashi Kashima, Makoto Yamada | Topological Bayesian Optimization with Persistence Diagrams | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Finding an optimal parameter of a black-box function is important for
searching stable material structures and finding optimal neural network
structures, and Bayesian optimization algorithms are widely used for the
purpose. However, most of existing Bayesian optimization algorithms can only
handle vector data and can... | [
{
"created": "Tue, 26 Feb 2019 04:13:07 GMT",
"version": "v1"
}
] | 2019-02-27 | [
[
"Shiraishi",
"Tatsuya",
""
],
[
"Le",
"Tam",
""
],
[
"Kashima",
"Hisashi",
""
],
[
"Yamada",
"Makoto",
""
]
] | Finding an optimal parameter of a black-box function is important for searching stable material structures and finding optimal neural network structures, and Bayesian optimization algorithms are widely used for the purpose. However, most of existing Bayesian optimization algorithms can only handle vector data and canno... |
1408.6282 | Thomas Pajor | Edith Cohen, Daniel Delling, Thomas Pajor, Renato F. Werneck | Sketch-based Influence Maximization and Computation: Scaling up with
Guarantees | 10 pages, 5 figures. Appeared at the 23rd Conference on Information
and Knowledge Management (CIKM 2014) in Shanghai, China | null | 10.1145/2661829.2662077 | null | cs.DS cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Propagation of contagion through networks is a fundamental process. It is
used to model the spread of information, influence, or a viral infection.
Diffusion patterns can be specified by a probabilistic model, such as
Independent Cascade (IC), or captured by a set of representative traces.
Basic computational probl... | [
{
"created": "Tue, 26 Aug 2014 23:48:19 GMT",
"version": "v1"
}
] | 2014-08-28 | [
[
"Cohen",
"Edith",
""
],
[
"Delling",
"Daniel",
""
],
[
"Pajor",
"Thomas",
""
],
[
"Werneck",
"Renato F.",
""
]
] | Propagation of contagion through networks is a fundamental process. It is used to model the spread of information, influence, or a viral infection. Diffusion patterns can be specified by a probabilistic model, such as Independent Cascade (IC), or captured by a set of representative traces. Basic computational problems ... |
2010.08210 | Xue Mengge | Mengge Xue, Bowen Yu, Zhenyu Zhang, Tingwen Liu, Yue Zhang, Bin Wang | Coarse-to-Fine Pre-training for Named Entity Recognition | null | EMNLP 2020 | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | More recently, Named Entity Recognition hasachieved great advances aided by
pre-trainingapproaches such as BERT. However, currentpre-training techniques
focus on building lan-guage modeling objectives to learn a gen-eral
representation, ignoring the named entity-related knowledge. To this end, we
proposea NER-specifi... | [
{
"created": "Fri, 16 Oct 2020 07:39:20 GMT",
"version": "v1"
}
] | 2020-10-29 | [
[
"Xue",
"Mengge",
""
],
[
"Yu",
"Bowen",
""
],
[
"Zhang",
"Zhenyu",
""
],
[
"Liu",
"Tingwen",
""
],
[
"Zhang",
"Yue",
""
],
[
"Wang",
"Bin",
""
]
] | More recently, Named Entity Recognition hasachieved great advances aided by pre-trainingapproaches such as BERT. However, currentpre-training techniques focus on building lan-guage modeling objectives to learn a gen-eral representation, ignoring the named entity-related knowledge. To this end, we proposea NER-specific ... |
1708.08016 | Viraj Mavani | Viraj Mavani, Shanmuganathan Raman, Krishna P Miyapuram | Facial Expression Recognition using Visual Saliency and Deep Learning | 6 pages | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We have developed a convolutional neural network for the purpose of
recognizing facial expressions in human beings. We have fine-tuned the existing
convolutional neural network model trained on the visual recognition dataset
used in the ILSVRC2012 to two widely used facial expression datasets - CFEE and
RaFD, which w... | [
{
"created": "Sat, 26 Aug 2017 20:03:38 GMT",
"version": "v1"
}
] | 2017-08-29 | [
[
"Mavani",
"Viraj",
""
],
[
"Raman",
"Shanmuganathan",
""
],
[
"Miyapuram",
"Krishna P",
""
]
] | We have developed a convolutional neural network for the purpose of recognizing facial expressions in human beings. We have fine-tuned the existing convolutional neural network model trained on the visual recognition dataset used in the ILSVRC2012 to two widely used facial expression datasets - CFEE and RaFD, which whe... |
2209.06888 | Ana Huaman Quispe | Ana Huam\'an Quispe and Stephen Hart and Seth Gee and Robert R.
Burridge | ADAMANT: A Pipeline for Adaptable Manipulation Tasks | Preprint. In review | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | This paper presents ADAMANT, a set of software modules that provides grasp
planning capabilities to an existing robot planning and control software
framework. Our presented work allows a user to adapt a manipulation task to be
used under widely different scenarios with minimal user input, thus reducing
the operator's... | [
{
"created": "Wed, 14 Sep 2022 19:20:07 GMT",
"version": "v1"
}
] | 2022-09-16 | [
[
"Quispe",
"Ana Huamán",
""
],
[
"Hart",
"Stephen",
""
],
[
"Gee",
"Seth",
""
],
[
"Burridge",
"Robert R.",
""
]
] | This paper presents ADAMANT, a set of software modules that provides grasp planning capabilities to an existing robot planning and control software framework. Our presented work allows a user to adapt a manipulation task to be used under widely different scenarios with minimal user input, thus reducing the operator's c... |
2301.12305 | Wilka Carvalho | Wilka Carvalho, Angelos Filos, Richard L. Lewis, Honglak lee, and
Satinder Singh | Composing Task Knowledge with Modular Successor Feature Approximators | Accepted to ICLR 2023 | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Recently, the Successor Features and Generalized Policy Improvement (SF&GPI)
framework has been proposed as a method for learning, composing, and
transferring predictive knowledge and behavior. SF&GPI works by having an agent
learn predictive representations (SFs) that can be combined for transfer to new
tasks with G... | [
{
"created": "Sat, 28 Jan 2023 23:04:07 GMT",
"version": "v1"
},
{
"created": "Fri, 25 Aug 2023 18:28:51 GMT",
"version": "v2"
}
] | 2023-08-29 | [
[
"Carvalho",
"Wilka",
""
],
[
"Filos",
"Angelos",
""
],
[
"Lewis",
"Richard L.",
""
],
[
"lee",
"Honglak",
""
],
[
"Singh",
"Satinder",
""
]
] | Recently, the Successor Features and Generalized Policy Improvement (SF&GPI) framework has been proposed as a method for learning, composing, and transferring predictive knowledge and behavior. SF&GPI works by having an agent learn predictive representations (SFs) that can be combined for transfer to new tasks with GPI... |
2106.09343 | Dominik Mach\'a\v{c}ek | Dominik Mach\'a\v{c}ek, Mat\'u\v{s} \v{Z}ilinec, Ond\v{r}ej Bojar | Lost in Interpreting: Speech Translation from Source or Interpreter? | to be published at INTERSPEECH 2021 | null | null | null | cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Interpreters facilitate multi-lingual meetings but the affordable set of
languages is often smaller than what is needed. Automatic simultaneous speech
translation can extend the set of provided languages. We investigate if such an
automatic system should rather follow the original speaker, or an interpreter
to achiev... | [
{
"created": "Thu, 17 Jun 2021 09:32:49 GMT",
"version": "v1"
}
] | 2021-06-18 | [
[
"Macháček",
"Dominik",
""
],
[
"Žilinec",
"Matúš",
""
],
[
"Bojar",
"Ondřej",
""
]
] | Interpreters facilitate multi-lingual meetings but the affordable set of languages is often smaller than what is needed. Automatic simultaneous speech translation can extend the set of provided languages. We investigate if such an automatic system should rather follow the original speaker, or an interpreter to achieve ... |
2008.09336 | Francesco Malandrino | Francesco Malandrino and Carla Fabiana Chiasserini and Gian Michele
Dell'Aera | An Edge-powered Approach to Assisted Driving | GLOBECOM 2020 | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automotive services for connected vehicles are one of the main fields of
application for new-generation mobile networks as well as for the edge
computing paradigm. In this paper, we investigate a system architecture that
integrates the distributed vehicular network with the network edge, with the
aim to optimize the ... | [
{
"created": "Fri, 21 Aug 2020 07:03:15 GMT",
"version": "v1"
}
] | 2020-08-24 | [
[
"Malandrino",
"Francesco",
""
],
[
"Chiasserini",
"Carla Fabiana",
""
],
[
"Dell'Aera",
"Gian Michele",
""
]
] | Automotive services for connected vehicles are one of the main fields of application for new-generation mobile networks as well as for the edge computing paradigm. In this paper, we investigate a system architecture that integrates the distributed vehicular network with the network edge, with the aim to optimize the ve... |
2109.07864 | Maksym Del | Maksym Del, Elizaveta Korotkova, Mark Fishel | Translation Transformers Rediscover Inherent Data Domains | Accepted at WMT21; 15 pages, 7 figures | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Many works proposed methods to improve the performance of Neural Machine
Translation (NMT) models in a domain/multi-domain adaptation scenario. However,
an understanding of how NMT baselines represent text domain information
internally is still lacking. Here we analyze the sentence representations
learned by NMT Tran... | [
{
"created": "Thu, 16 Sep 2021 10:58:13 GMT",
"version": "v1"
}
] | 2021-09-17 | [
[
"Del",
"Maksym",
""
],
[
"Korotkova",
"Elizaveta",
""
],
[
"Fishel",
"Mark",
""
]
] | Many works proposed methods to improve the performance of Neural Machine Translation (NMT) models in a domain/multi-domain adaptation scenario. However, an understanding of how NMT baselines represent text domain information internally is still lacking. Here we analyze the sentence representations learned by NMT Transf... |
2407.06947 | Gijs Wijngaard | Gijs Wijngaard, Elia Formisano, Michele Esposito, Michel Dumontier | Audio-Language Datasets of Scenes and Events: A Survey | null | null | null | null | cs.SD eess.AS | http://creativecommons.org/licenses/by/4.0/ | Audio-language models (ALMs) process sounds to provide a linguistic
description of sound-producing events and scenes. Recent advances in computing
power and dataset creation have led to significant progress in this domain.
This paper surveys existing datasets used for training audio-language models,
emphasizing the r... | [
{
"created": "Tue, 9 Jul 2024 15:23:35 GMT",
"version": "v1"
}
] | 2024-07-10 | [
[
"Wijngaard",
"Gijs",
""
],
[
"Formisano",
"Elia",
""
],
[
"Esposito",
"Michele",
""
],
[
"Dumontier",
"Michel",
""
]
] | Audio-language models (ALMs) process sounds to provide a linguistic description of sound-producing events and scenes. Recent advances in computing power and dataset creation have led to significant progress in this domain. This paper surveys existing datasets used for training audio-language models, emphasizing the rec... |
2002.07890 | Yongyong Wei | Yongyong Wei, Rong Zheng | Informative Path Planning for Mobile Sensing with Reinforcement Learning | To appear at IEEE INFOCOM 2020 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Large-scale spatial data such as air quality, thermal conditions and location
signatures play a vital role in a variety of applications. Collecting such data
manually can be tedious and labour intensive. With the advancement of robotic
technologies, it is feasible to automate such tasks using mobile robots with
sensi... | [
{
"created": "Tue, 18 Feb 2020 21:47:00 GMT",
"version": "v1"
}
] | 2020-02-20 | [
[
"Wei",
"Yongyong",
""
],
[
"Zheng",
"Rong",
""
]
] | Large-scale spatial data such as air quality, thermal conditions and location signatures play a vital role in a variety of applications. Collecting such data manually can be tedious and labour intensive. With the advancement of robotic technologies, it is feasible to automate such tasks using mobile robots with sensing... |
2009.08302 | Pallavi Bagga | Pallavi Bagga, Nicola Paoletti and Kostas Stathis | Learnable Strategies for Bilateral Agent Negotiation over Multiple
Issues | null | null | null | null | cs.MA cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a novel bilateral negotiation model that allows a self-interested
agent to learn how to negotiate over multiple issues in the presence of user
preference uncertainty. The model relies upon interpretable strategy templates
representing the tactics the agent should employ during the negotiation and
learns te... | [
{
"created": "Thu, 17 Sep 2020 13:52:18 GMT",
"version": "v1"
},
{
"created": "Fri, 7 Jan 2022 14:01:57 GMT",
"version": "v2"
}
] | 2022-01-10 | [
[
"Bagga",
"Pallavi",
""
],
[
"Paoletti",
"Nicola",
""
],
[
"Stathis",
"Kostas",
""
]
] | We present a novel bilateral negotiation model that allows a self-interested agent to learn how to negotiate over multiple issues in the presence of user preference uncertainty. The model relies upon interpretable strategy templates representing the tactics the agent should employ during the negotiation and learns temp... |
1907.13070 | Telma Pereira | Telma Pereira, Sofia Pires, Marta Gromicho, Susana Pinto, Mamede de
Carvalho, Sara C.Madeira | Predicting assisted ventilation in Amyotrophic Lateral Sclerosis using a
mixture of experts and conformal predictors | null | KDD 2019 Workshop on Applied Data Science for Healthcare | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease
characterized by a rapid motor decline, leading to respiratory failure and
subsequently to death. In this context, researchers have sought for models to
automatically predict disease progression to assisted ventilation in ALS
patients. However, the cl... | [
{
"created": "Tue, 30 Jul 2019 16:55:29 GMT",
"version": "v1"
}
] | 2019-07-31 | [
[
"Pereira",
"Telma",
""
],
[
"Pires",
"Sofia",
""
],
[
"Gromicho",
"Marta",
""
],
[
"Pinto",
"Susana",
""
],
[
"de Carvalho",
"Mamede",
""
],
[
"Madeira",
"Sara C.",
""
]
] | Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease characterized by a rapid motor decline, leading to respiratory failure and subsequently to death. In this context, researchers have sought for models to automatically predict disease progression to assisted ventilation in ALS patients. However, the clin... |
2303.02389 | Yuxuan Duan | Yuxuan Duan, Yan Hong, Li Niu, Liqing Zhang | Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation | Accepted by AAAI 2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The performances of defect inspection have been severely hindered by
insufficient defect images in industries, which can be alleviated by generating
more samples as data augmentation. We propose the first defect image generation
method in the challenging few-shot cases. Given just a handful of defect images
and relat... | [
{
"created": "Sat, 4 Mar 2023 11:43:08 GMT",
"version": "v1"
}
] | 2023-03-07 | [
[
"Duan",
"Yuxuan",
""
],
[
"Hong",
"Yan",
""
],
[
"Niu",
"Li",
""
],
[
"Zhang",
"Liqing",
""
]
] | The performances of defect inspection have been severely hindered by insufficient defect images in industries, which can be alleviated by generating more samples as data augmentation. We propose the first defect image generation method in the challenging few-shot cases. Given just a handful of defect images and relativ... |
2202.12777 | Cristiano Politowski | Cristiano Politowski, Yann-Ga\"el Gu\'eh\'eneuc, Fabio Petrillo | Towards Automated Video Game Testing: Still a Long Way to Go | null | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As the complexity and scope of game development increase, playtesting remains
an essential activity to ensure the quality of video games. Yet, the manual,
ad-hoc nature of playtesting gives space to improvements in the process. In
this study, we investigate gaps between academic solutions in the literature
for automa... | [
{
"created": "Fri, 25 Feb 2022 15:49:29 GMT",
"version": "v1"
},
{
"created": "Thu, 10 Mar 2022 19:51:28 GMT",
"version": "v2"
}
] | 2022-03-14 | [
[
"Politowski",
"Cristiano",
""
],
[
"Guéhéneuc",
"Yann-Gaël",
""
],
[
"Petrillo",
"Fabio",
""
]
] | As the complexity and scope of game development increase, playtesting remains an essential activity to ensure the quality of video games. Yet, the manual, ad-hoc nature of playtesting gives space to improvements in the process. In this study, we investigate gaps between academic solutions in the literature for automate... |
2111.08515 | Kenneth Joseph | Kenneth Joseph, Benjamin D. Horne, Jon Green, John P. Wihbey | Local News Online and COVID in the U.S.: Relationships among Coverage,
Cases, Deaths, and Audience | Accepted, ICWSM'22 | null | null | null | cs.SI | http://creativecommons.org/licenses/by/4.0/ | We present analyses from a real-time information monitoring system of online
local news in the U.S. We study relationships among online local news coverage
of COVID, cases and deaths in an area, and properties of local news outlets and
their audiences. Our analysis relies on a unique dataset of the online content
of ... | [
{
"created": "Tue, 16 Nov 2021 14:37:23 GMT",
"version": "v1"
}
] | 2021-11-17 | [
[
"Joseph",
"Kenneth",
""
],
[
"Horne",
"Benjamin D.",
""
],
[
"Green",
"Jon",
""
],
[
"Wihbey",
"John P.",
""
]
] | We present analyses from a real-time information monitoring system of online local news in the U.S. We study relationships among online local news coverage of COVID, cases and deaths in an area, and properties of local news outlets and their audiences. Our analysis relies on a unique dataset of the online content of ov... |
2003.06423 | Divyam Aggarwal | Divyam Aggarwal, Dhish Kumar Saxena, Thomas B\"ack, Michael Emmerich | On Initializing Airline Crew Pairing Optimization for Large-scale
Complex Flight Networks | 17 pages, 9 figures, manuscript submitted for review in a refereed
journal | null | null | null | cs.AI math.CO math.OC | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Crew pairing optimization (CPO) is critically important for any airline,
since its crew operating costs are second-largest, next to the fuel-cost. CPO
aims at generating a set of flight sequences (crew pairings) covering a
flight-schedule, at minimum-cost, while satisfying several legality
constraints. For large-scal... | [
{
"created": "Sun, 15 Mar 2020 08:21:38 GMT",
"version": "v1"
}
] | 2020-03-17 | [
[
"Aggarwal",
"Divyam",
""
],
[
"Saxena",
"Dhish Kumar",
""
],
[
"Bäck",
"Thomas",
""
],
[
"Emmerich",
"Michael",
""
]
] | Crew pairing optimization (CPO) is critically important for any airline, since its crew operating costs are second-largest, next to the fuel-cost. CPO aims at generating a set of flight sequences (crew pairings) covering a flight-schedule, at minimum-cost, while satisfying several legality constraints. For large-scale ... |
2106.10777 | Mengyu Dai | Mengyu Dai and Haibin Hang | Manifold Matching via Deep Metric Learning for Generative Modeling | ICCV 2021. Code available at
https://github.com/dzld00/pytorch-manifold-matching.git | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | We propose a manifold matching approach to generative models which includes a
distribution generator (or data generator) and a metric generator. In our
framework, we view the real data set as some manifold embedded in a
high-dimensional Euclidean space. The distribution generator aims at generating
samples that follo... | [
{
"created": "Sun, 20 Jun 2021 23:25:01 GMT",
"version": "v1"
},
{
"created": "Mon, 26 Jul 2021 03:36:54 GMT",
"version": "v2"
},
{
"created": "Thu, 26 Aug 2021 23:00:22 GMT",
"version": "v3"
}
] | 2021-08-30 | [
[
"Dai",
"Mengyu",
""
],
[
"Hang",
"Haibin",
""
]
] | We propose a manifold matching approach to generative models which includes a distribution generator (or data generator) and a metric generator. In our framework, we view the real data set as some manifold embedded in a high-dimensional Euclidean space. The distribution generator aims at generating samples that follow ... |
1908.03190 | Hayden Schaeffer | Yifan Sun, Linan Zhang, and Hayden Schaeffer | NeuPDE: Neural Network Based Ordinary and Partial Differential Equations
for Modeling Time-Dependent Data | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a neural network based approach for extracting models from dynamic
data using ordinary and partial differential equations. In particular, given a
time-series or spatio-temporal dataset, we seek to identify an accurate
governing system which respects the intrinsic differential structure. The
unknown governi... | [
{
"created": "Thu, 8 Aug 2019 17:50:22 GMT",
"version": "v1"
}
] | 2019-08-09 | [
[
"Sun",
"Yifan",
""
],
[
"Zhang",
"Linan",
""
],
[
"Schaeffer",
"Hayden",
""
]
] | We propose a neural network based approach for extracting models from dynamic data using ordinary and partial differential equations. In particular, given a time-series or spatio-temporal dataset, we seek to identify an accurate governing system which respects the intrinsic differential structure. The unknown governing... |
2012.09852 | Hanrui Wang | Hanrui Wang and Zhekai Zhang and Song Han | SpAtten: Efficient Sparse Attention Architecture with Cascade Token and
Head Pruning | Published as a conference paper in HPCA 2021; 15 pages, 23 figures | null | 10.1109/HPCA51647.2021.00018 | null | cs.AR cs.AI cs.CL cs.LG | http://creativecommons.org/licenses/by/4.0/ | The attention mechanism is becoming increasingly popular in Natural Language
Processing (NLP) applications, showing superior performance than convolutional
and recurrent architectures. However, attention becomes the compution
bottleneck because of its quadratic computational complexity to input length,
complicated da... | [
{
"created": "Thu, 17 Dec 2020 18:59:07 GMT",
"version": "v1"
},
{
"created": "Mon, 4 Jan 2021 03:49:57 GMT",
"version": "v2"
},
{
"created": "Thu, 18 Jul 2024 18:48:38 GMT",
"version": "v3"
}
] | 2024-07-22 | [
[
"Wang",
"Hanrui",
""
],
[
"Zhang",
"Zhekai",
""
],
[
"Han",
"Song",
""
]
] | The attention mechanism is becoming increasingly popular in Natural Language Processing (NLP) applications, showing superior performance than convolutional and recurrent architectures. However, attention becomes the compution bottleneck because of its quadratic computational complexity to input length, complicated data... |
2407.17399 | S\'ebastien Herbreteau | S\'ebastien Herbreteau and Michael Unser | Self-Calibrated Variance-Stabilizing Transformations for Real-World
Image Denoising | null | null | null | null | cs.CV eess.IV | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Supervised deep learning has become the method of choice for image denoising.
It involves the training of neural networks on large datasets composed of pairs
of noisy and clean images. However, the necessity of training data that are
specific to the targeted application constrains the widespread use of denoising
netw... | [
{
"created": "Wed, 24 Jul 2024 16:23:46 GMT",
"version": "v1"
}
] | 2024-07-25 | [
[
"Herbreteau",
"Sébastien",
""
],
[
"Unser",
"Michael",
""
]
] | Supervised deep learning has become the method of choice for image denoising. It involves the training of neural networks on large datasets composed of pairs of noisy and clean images. However, the necessity of training data that are specific to the targeted application constrains the widespread use of denoising networ... |
2405.01790 | Olubusayo Olabisi | Olubusayo Olabisi and Ameeta Agrawal | Understanding Position Bias Effects on Fairness in Social Multi-Document
Summarization | Accepted at VarDial 2024 | null | null | null | cs.CL cs.AI | http://creativecommons.org/licenses/by/4.0/ | Text summarization models have typically focused on optimizing aspects of
quality such as fluency, relevance, and coherence, particularly in the context
of news articles. However, summarization models are increasingly being used to
summarize diverse sources of text, such as social media data, that encompass a
wide de... | [
{
"created": "Fri, 3 May 2024 00:19:31 GMT",
"version": "v1"
}
] | 2024-05-06 | [
[
"Olabisi",
"Olubusayo",
""
],
[
"Agrawal",
"Ameeta",
""
]
] | Text summarization models have typically focused on optimizing aspects of quality such as fluency, relevance, and coherence, particularly in the context of news articles. However, summarization models are increasingly being used to summarize diverse sources of text, such as social media data, that encompass a wide demo... |
2210.00563 | Julia Balla | Julia Balla, Sihao Huang, Owen Dugan, Rumen Dangovski, Marin Soljacic | AI-Assisted Discovery of Quantitative and Formal Models in Social
Science | 19 pages, 4 figures | null | null | null | cs.SC cs.LG econ.EM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In social science, formal and quantitative models, such as ones describing
economic growth and collective action, are used to formulate mechanistic
explanations, provide predictions, and uncover questions about observed
phenomena. Here, we demonstrate the use of a machine learning system to aid the
discovery of symbo... | [
{
"created": "Sun, 2 Oct 2022 16:25:47 GMT",
"version": "v1"
},
{
"created": "Fri, 14 Oct 2022 13:29:26 GMT",
"version": "v2"
},
{
"created": "Wed, 16 Aug 2023 17:45:13 GMT",
"version": "v3"
}
] | 2023-08-17 | [
[
"Balla",
"Julia",
""
],
[
"Huang",
"Sihao",
""
],
[
"Dugan",
"Owen",
""
],
[
"Dangovski",
"Rumen",
""
],
[
"Soljacic",
"Marin",
""
]
] | In social science, formal and quantitative models, such as ones describing economic growth and collective action, are used to formulate mechanistic explanations, provide predictions, and uncover questions about observed phenomena. Here, we demonstrate the use of a machine learning system to aid the discovery of symboli... |
1611.02112 | Emanuel Kieronski | Bartosz Bednarczyk, Witold Charatonik and Emanuel Kiero\'nski | Extending Two-Variable Logic on Trees | null | null | null | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The finite satisfiability problem for the two-variable fragment of
first-order logic interpreted over trees was recently shown to be
ExpSpace-complete. We consider two extensions of this logic. We show that
adding either additional binary symbols or counting quantifiers to the logic
does not affect the complexity of ... | [
{
"created": "Mon, 7 Nov 2016 15:30:35 GMT",
"version": "v1"
},
{
"created": "Thu, 24 Nov 2016 12:37:20 GMT",
"version": "v2"
}
] | 2016-11-28 | [
[
"Bednarczyk",
"Bartosz",
""
],
[
"Charatonik",
"Witold",
""
],
[
"Kieroński",
"Emanuel",
""
]
] | The finite satisfiability problem for the two-variable fragment of first-order logic interpreted over trees was recently shown to be ExpSpace-complete. We consider two extensions of this logic. We show that adding either additional binary symbols or counting quantifiers to the logic does not affect the complexity of th... |
2011.06404 | Rohit Chadha | Gilles Barthe and Rohit Chadha and Paul Krogmeier and A. Prasad Sistla
and Mahesh Viswanathan | Deciding Accuracy of Differential Privacy Schemes | null | null | 10.1145/3434289 | null | cs.CR cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Differential privacy is a mathematical framework for developing statistical
computations with provable guarantees of privacy and accuracy. In contrast to
the privacy component of differential privacy, which has a clear mathematical
and intuitive meaning, the accuracy component of differential privacy does not
have a ... | [
{
"created": "Thu, 12 Nov 2020 14:17:51 GMT",
"version": "v1"
}
] | 2020-11-13 | [
[
"Barthe",
"Gilles",
""
],
[
"Chadha",
"Rohit",
""
],
[
"Krogmeier",
"Paul",
""
],
[
"Sistla",
"A. Prasad",
""
],
[
"Viswanathan",
"Mahesh",
""
]
] | Differential privacy is a mathematical framework for developing statistical computations with provable guarantees of privacy and accuracy. In contrast to the privacy component of differential privacy, which has a clear mathematical and intuitive meaning, the accuracy component of differential privacy does not have a ge... |
1610.05579 | Fadoua Hassen | Fadoua Hassen and Lotfi Mhamdi | A Scalable Multi-Stage Packet-Switch for Data Center Networks | 15 pages, 20 figures | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The growing trends of data centers over last decades including social
networking, cloud-based applications and storage technologies enabled many
advances to take place in the networking area. Recent changes imply continuous
demand for bandwidth to manage the large amount of packetized traffic. Cluster
switches and ro... | [
{
"created": "Sat, 24 Sep 2016 12:12:53 GMT",
"version": "v1"
}
] | 2016-10-19 | [
[
"Hassen",
"Fadoua",
""
],
[
"Mhamdi",
"Lotfi",
""
]
] | The growing trends of data centers over last decades including social networking, cloud-based applications and storage technologies enabled many advances to take place in the networking area. Recent changes imply continuous demand for bandwidth to manage the large amount of packetized traffic. Cluster switches and rout... |
2012.02029 | Swati Padhee | Swati Padhee, Anurag Illendula, Megan Sadler, Valerie L.Shalin, Tanvi
Banerjee, Krishnaprasad Thirunarayan, William L. Romine | Predicting Early Indicators of Cognitive Decline from Verbal Utterances | Camera-ready paper accepted for publication at IEEE BIBM 2020 | null | null | IEEE BIBM 2020 paper ID B686 | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Dementia is a group of irreversible, chronic, and progressive
neurodegenerative disorders resulting in impaired memory, communication, and
thought processes. In recent years, clinical research advances in brain aging
have focused on the earliest clinically detectable stage of incipient dementia,
commonly known as mil... | [
{
"created": "Thu, 19 Nov 2020 02:24:11 GMT",
"version": "v1"
},
{
"created": "Wed, 24 Feb 2021 14:42:59 GMT",
"version": "v2"
}
] | 2021-02-25 | [
[
"Padhee",
"Swati",
""
],
[
"Illendula",
"Anurag",
""
],
[
"Sadler",
"Megan",
""
],
[
"Shalin",
"Valerie L.",
""
],
[
"Banerjee",
"Tanvi",
""
],
[
"Thirunarayan",
"Krishnaprasad",
""
],
[
"Romine",
"William L.",... | Dementia is a group of irreversible, chronic, and progressive neurodegenerative disorders resulting in impaired memory, communication, and thought processes. In recent years, clinical research advances in brain aging have focused on the earliest clinically detectable stage of incipient dementia, commonly known as mild ... |
2407.03898 | Shunqi Huang | Shunqi Huang, Lei Liu, and Brian M. Kurkoski | Overflow-Avoiding Memory AMP | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Approximate Message Passing (AMP) type algorithms are widely used for signal
recovery in high-dimensional noisy linear systems. Recently, a principle called
Memory AMP (MAMP) was proposed. Leveraging this principle, the gradient descent
MAMP (GD-MAMP) algorithm was designed, inheriting the strengths of AMP and
OAMP/V... | [
{
"created": "Thu, 4 Jul 2024 12:44:03 GMT",
"version": "v1"
}
] | 2024-07-08 | [
[
"Huang",
"Shunqi",
""
],
[
"Liu",
"Lei",
""
],
[
"Kurkoski",
"Brian M.",
""
]
] | Approximate Message Passing (AMP) type algorithms are widely used for signal recovery in high-dimensional noisy linear systems. Recently, a principle called Memory AMP (MAMP) was proposed. Leveraging this principle, the gradient descent MAMP (GD-MAMP) algorithm was designed, inheriting the strengths of AMP and OAMP/VAM... |
0904.3093 | Petteri Kaski | Andreas Bj\"orklund and Thore Husfeldt and Petteri Kaski and Mikko
Koivisto | Counting Paths and Packings in Halves | null | null | null | null | cs.DS cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | It is shown that one can count $k$-edge paths in an $n$-vertex graph and
$m$-set $k$-packings on an $n$-element universe, respectively, in time ${n
\choose k/2}$ and ${n \choose mk/2}$, up to a factor polynomial in $n$, $k$,
and $m$; in polynomial space, the bounds hold if multiplied by $3^{k/2}$ or
$5^{mk/2}$, respe... | [
{
"created": "Mon, 20 Apr 2009 19:46:39 GMT",
"version": "v1"
}
] | 2009-04-21 | [
[
"Björklund",
"Andreas",
""
],
[
"Husfeldt",
"Thore",
""
],
[
"Kaski",
"Petteri",
""
],
[
"Koivisto",
"Mikko",
""
]
] | It is shown that one can count $k$-edge paths in an $n$-vertex graph and $m$-set $k$-packings on an $n$-element universe, respectively, in time ${n \choose k/2}$ and ${n \choose mk/2}$, up to a factor polynomial in $n$, $k$, and $m$; in polynomial space, the bounds hold if multiplied by $3^{k/2}$ or $5^{mk/2}$, respect... |
2212.12686 | B.Sundar Rajan | K. K. Krishnan Namboodiri and B. Sundar Rajan | Combinatorial Multi-Access Coded Caching: Improved Rate-Memory Trade-off
with Coded Placement | To appear in IEEE Transactions on Information Theory. Some optimality
gap results included. 19 pages, 2 tables and 5 figures | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This work considers the combinatorial multi-access coded caching problem
introduced in the recent work by Muralidhar \textit{et al.} [P. N. Muralidhar,
D. Katyal, and B. S. Rajan, ``Maddah-Ali-Niesen scheme for multi-access coded
caching,'' in \textit{IEEE Inf. Theory Workshop (ITW)}, 2021] The problem
setting consis... | [
{
"created": "Sat, 24 Dec 2022 08:36:05 GMT",
"version": "v1"
},
{
"created": "Wed, 17 Jan 2024 05:59:01 GMT",
"version": "v2"
}
] | 2024-01-18 | [
[
"Namboodiri",
"K. K. Krishnan",
""
],
[
"Rajan",
"B. Sundar",
""
]
] | This work considers the combinatorial multi-access coded caching problem introduced in the recent work by Muralidhar \textit{et al.} [P. N. Muralidhar, D. Katyal, and B. S. Rajan, ``Maddah-Ali-Niesen scheme for multi-access coded caching,'' in \textit{IEEE Inf. Theory Workshop (ITW)}, 2021] The problem setting consists... |
2407.00524 | Artur Janicki | Mateusz Brzozowski and Artur Janicki | Real-Time Energy Measurement for Non-Intrusive Well-Being Monitoring of
Elderly People -- a Case Study | 6 pages, 4 figures | null | null | null | cs.CY cs.LG eess.SP | http://creativecommons.org/licenses/by/4.0/ | This article presents a case study demonstrating a non-intrusive method for
the well-being monitoring of elderly people. It is based on our real-time
energy measurement system, which uses tiny beacons attached to electricity
meters. Four participants aged 67-82 years took part in our study. We observed
their electric... | [
{
"created": "Sat, 29 Jun 2024 20:03:50 GMT",
"version": "v1"
}
] | 2024-07-02 | [
[
"Brzozowski",
"Mateusz",
""
],
[
"Janicki",
"Artur",
""
]
] | This article presents a case study demonstrating a non-intrusive method for the well-being monitoring of elderly people. It is based on our real-time energy measurement system, which uses tiny beacons attached to electricity meters. Four participants aged 67-82 years took part in our study. We observed their electric p... |
1204.5652 | Rakshith Rajashekar | Rakshith Rajashekar and K. V. S. Hari | ML Decoding Complexity Reduction in STBCs Using Time-Orthogonal Pulse
Shaping | 10 pages | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Motivated by the recent developments in the Space Shift Keying (SSK) and
Spatial Modulation (SM) systems which employ Time-Orthogonal Pulse Shaping
(TOPS) filters to achieve transmit diversity gains, we propose TOPS for
Space-Time Block Codes (STBC). We show that any STBC whose set of weight
matrices partitions into ... | [
{
"created": "Wed, 25 Apr 2012 13:16:06 GMT",
"version": "v1"
}
] | 2012-04-26 | [
[
"Rajashekar",
"Rakshith",
""
],
[
"Hari",
"K. V. S.",
""
]
] | Motivated by the recent developments in the Space Shift Keying (SSK) and Spatial Modulation (SM) systems which employ Time-Orthogonal Pulse Shaping (TOPS) filters to achieve transmit diversity gains, we propose TOPS for Space-Time Block Codes (STBC). We show that any STBC whose set of weight matrices partitions into P ... |
2403.17331 | Hao Wang | Ashish Bastola, Hao Wang, Xiwen Chen, Abolfazl Razi | FedMIL: Federated-Multiple Instance Learning for Video Analysis with
Optimized DPP Scheduling | null | null | null | null | cs.DC cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many AI platforms, including traffic monitoring systems, use Federated
Learning (FL) for decentralized sensor data processing for learning-based
applications while preserving privacy and ensuring secured information
transfer. On the other hand, applying supervised learning to large data
samples, like high-resolution ... | [
{
"created": "Tue, 26 Mar 2024 02:30:50 GMT",
"version": "v1"
}
] | 2024-03-27 | [
[
"Bastola",
"Ashish",
""
],
[
"Wang",
"Hao",
""
],
[
"Chen",
"Xiwen",
""
],
[
"Razi",
"Abolfazl",
""
]
] | Many AI platforms, including traffic monitoring systems, use Federated Learning (FL) for decentralized sensor data processing for learning-based applications while preserving privacy and ensuring secured information transfer. On the other hand, applying supervised learning to large data samples, like high-resolution im... |
1206.6225 | Saeid Abolfazli | Muhammad Shiraz, Saeid Abolfazli, Zohreh Sanaei, Abdullah Gani | Virtual Machine Migration: A Resource Intensive Outsourcing Mechanism
for Mobile Cloud Computing | This article has been withdrawn by the author due to some copyright
issues | Muhammad Shiraz, Saeid Abolfazli, Zohreh Sanaei, Abdullah Gani,
Virtual Machine Migration: A Resource Intensive Outsourcing Mechanism for
Mobile Cloud Computing. Archives DesSciences Journal, Vol.65, No.6, 2012.
ISSN: 1661-464X | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In Mobile Cloud Computing (MCC), Virtual Machine (VM) migration based process
offloading is a dominant approach to enhance Smart Mobile Devices (SMDs). A
challenging aspect of VM deployment is the additional computing resources usage
in the deployment and management of VM which obliges computing resources for VM
crea... | [
{
"created": "Wed, 27 Jun 2012 10:23:14 GMT",
"version": "v1"
},
{
"created": "Mon, 30 Jul 2012 10:51:08 GMT",
"version": "v2"
},
{
"created": "Fri, 30 Nov 2012 01:18:13 GMT",
"version": "v3"
}
] | 2012-12-03 | [
[
"Shiraz",
"Muhammad",
""
],
[
"Abolfazli",
"Saeid",
""
],
[
"Sanaei",
"Zohreh",
""
],
[
"Gani",
"Abdullah",
""
]
] | In Mobile Cloud Computing (MCC), Virtual Machine (VM) migration based process offloading is a dominant approach to enhance Smart Mobile Devices (SMDs). A challenging aspect of VM deployment is the additional computing resources usage in the deployment and management of VM which obliges computing resources for VM creati... |
2212.07614 | Gang Wang | Gang Wang | Power Allocation in Two-way Relaying Networks | null | null | null | null | cs.IT math.IT | http://creativecommons.org/licenses/by/4.0/ | In this paper, we study relay selection and power allocation in two-way
relaying networks consisting of a source, a destination and multiply
half-duplex decode-and-forward (DF) relays. A transmission model with three
time subslots is purposely introduced. In the first subslot, selected relay
applies time-switching pr... | [
{
"created": "Thu, 15 Dec 2022 04:35:25 GMT",
"version": "v1"
}
] | 2022-12-16 | [
[
"Wang",
"Gang",
""
]
] | In this paper, we study relay selection and power allocation in two-way relaying networks consisting of a source, a destination and multiply half-duplex decode-and-forward (DF) relays. A transmission model with three time subslots is purposely introduced. In the first subslot, selected relay applies time-switching prot... |
2104.05808 | George Kesidis | Zhen Xiang, David J. Miller, Siheng Chen, Xi Li, and George Kesidis | A Backdoor Attack against 3D Point Cloud Classifiers | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Vulnerability of 3D point cloud (PC) classifiers has become a grave concern
due to the popularity of 3D sensors in safety-critical applications. Existing
adversarial attacks against 3D PC classifiers are all test-time evasion (TTE)
attacks that aim to induce test-time misclassifications using knowledge of the
classif... | [
{
"created": "Mon, 12 Apr 2021 20:47:48 GMT",
"version": "v1"
}
] | 2021-04-14 | [
[
"Xiang",
"Zhen",
""
],
[
"Miller",
"David J.",
""
],
[
"Chen",
"Siheng",
""
],
[
"Li",
"Xi",
""
],
[
"Kesidis",
"George",
""
]
] | Vulnerability of 3D point cloud (PC) classifiers has become a grave concern due to the popularity of 3D sensors in safety-critical applications. Existing adversarial attacks against 3D PC classifiers are all test-time evasion (TTE) attacks that aim to induce test-time misclassifications using knowledge of the classifie... |
1907.04713 | Riccardo Aragona | Riccardo Aragona, Francesca Marzi, Filippo Mignosi, Matteo Spezialetti | Entropy and Compression: A simple proof of an inequality of
Khinchin-Ornstein-Shields | Compared to version 1, in version 2 we added a simpler proof than the
one given by Shields of a more general theorem (Theorem 4, pg. 7) presented
by Ornstein and Shields. Consequently we also modified the title of the
paper. In version 3 we have reordered the sections of the paper, simplified
the proof of Theor... | Problems of Information Transmission, Vo.l 56 No. 1, 2020. A
view-only published version here: https://rdcu.be/b3Cco | 10.1134/S0032946020010020 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper concerns the folklore statement that ``entropy is a lower bound
for compression''. More precisely we derive from the entropy theorem a simple
proof of a pointwise inequality firstly stated by Ornstein and Shields and
which is the almost-sure version of an average inequality firstly stated by
Khinchin in 19... | [
{
"created": "Wed, 10 Jul 2019 13:34:13 GMT",
"version": "v1"
},
{
"created": "Mon, 22 Jul 2019 08:48:00 GMT",
"version": "v2"
},
{
"created": "Thu, 29 Aug 2019 15:13:17 GMT",
"version": "v3"
},
{
"created": "Wed, 22 Apr 2020 16:28:47 GMT",
"version": "v4"
}
] | 2022-05-25 | [
[
"Aragona",
"Riccardo",
""
],
[
"Marzi",
"Francesca",
""
],
[
"Mignosi",
"Filippo",
""
],
[
"Spezialetti",
"Matteo",
""
]
] | This paper concerns the folklore statement that ``entropy is a lower bound for compression''. More precisely we derive from the entropy theorem a simple proof of a pointwise inequality firstly stated by Ornstein and Shields and which is the almost-sure version of an average inequality firstly stated by Khinchin in 1953... |
2308.08717 | Jianzong Wang | Liang Wang, Nan Zhang, Xiaoyang Qu, Jianzong Wang, Jiguang Wan,
Guokuan Li, Kaiyu Hu, Guilin Jiang, Jing Xiao | EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge
Devices | Accepted by 30th International Conference on Neural Information
Processing (ICONIP 2023) | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Real-time video analytics on edge devices for changing scenes remains a
difficult task. As edge devices are usually resource-constrained, edge deep
neural networks (DNNs) have fewer weights and shallower architectures than
general DNNs. As a result, they only perform well in limited scenarios and are
sensitive to dat... | [
{
"created": "Thu, 17 Aug 2023 00:49:44 GMT",
"version": "v1"
}
] | 2023-08-21 | [
[
"Wang",
"Liang",
""
],
[
"Zhang",
"Nan",
""
],
[
"Qu",
"Xiaoyang",
""
],
[
"Wang",
"Jianzong",
""
],
[
"Wan",
"Jiguang",
""
],
[
"Li",
"Guokuan",
""
],
[
"Hu",
"Kaiyu",
""
],
[
"Jiang",
"Guilin"... | Real-time video analytics on edge devices for changing scenes remains a difficult task. As edge devices are usually resource-constrained, edge deep neural networks (DNNs) have fewer weights and shallower architectures than general DNNs. As a result, they only perform well in limited scenarios and are sensitive to data ... |
1310.6808 | Dr. Mohammad Shahidul Islam | Mohammad shahidul Islam | Gender Classification Using Gradient Direction Pattern | 3 pages, 5 figures, 3 tables, SCI journal | Sci.Int(Lahore),25(4),797-799,2013 ISSN 1013-5316; CODEN: SINTE 8 | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A novel methodology for gender classification is presented in this paper. It
extracts feature from local region of a face using gray color intensity
difference. The facial area is divided into sub-regions and GDP histogram
extracted from those regions are concatenated into a single vector to represent
the face. The c... | [
{
"created": "Fri, 25 Oct 2013 02:37:44 GMT",
"version": "v1"
}
] | 2013-10-28 | [
[
"Islam",
"Mohammad shahidul",
""
]
] | A novel methodology for gender classification is presented in this paper. It extracts feature from local region of a face using gray color intensity difference. The facial area is divided into sub-regions and GDP histogram extracted from those regions are concatenated into a single vector to represent the face. The cla... |
2011.13300 | Segev Wasserkrug | Segev Wasserkrug and Eitan Farchi | A Game Theoretic Model for Strategic Coopetition in Business Networks | null | null | null | null | cs.GT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Private blockchain is driving the creation of business networks, resulting in
the creation of new value or new business models to the enterprises
participating in the network. Such business networks form when enterprises come
together to derive value through a network which is greater than the value that
can be deriv... | [
{
"created": "Thu, 26 Nov 2020 14:06:13 GMT",
"version": "v1"
}
] | 2020-12-09 | [
[
"Wasserkrug",
"Segev",
""
],
[
"Farchi",
"Eitan",
""
]
] | Private blockchain is driving the creation of business networks, resulting in the creation of new value or new business models to the enterprises participating in the network. Such business networks form when enterprises come together to derive value through a network which is greater than the value that can be derived... |
2112.01708 | Ashkan Pourkand | Ruisi Zhang and Ashkan Pourkand | Emergency-braking Distance Prediction using Deep Learning | null | null | null | null | cs.RO | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Predicting emergency-braking distance is important for the collision
avoidance related features, which are the most essential and popular safety
features for vehicles. In this study, we first gathered a large data set
including a three-dimensional acceleration data and the corresponding
emergency-braking distance. Us... | [
{
"created": "Fri, 3 Dec 2021 04:36:14 GMT",
"version": "v1"
}
] | 2021-12-06 | [
[
"Zhang",
"Ruisi",
""
],
[
"Pourkand",
"Ashkan",
""
]
] | Predicting emergency-braking distance is important for the collision avoidance related features, which are the most essential and popular safety features for vehicles. In this study, we first gathered a large data set including a three-dimensional acceleration data and the corresponding emergency-braking distance. Usin... |
2109.00805 | Ruicong Huang | Ruicong Huang | Brief View and Analysis to Latest Android Security Issues and Approaches | null | null | null | null | cs.CR cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Due to the continuous improvement of performance and functions, Android
remains the most popular operating system on mobile phone today. However,
various malicious applications bring great threats to the system. Over the past
few years, significant changes occured in both malwares and counter measures.
Specifically, ... | [
{
"created": "Thu, 2 Sep 2021 09:34:11 GMT",
"version": "v1"
}
] | 2021-09-03 | [
[
"Huang",
"Ruicong",
""
]
] | Due to the continuous improvement of performance and functions, Android remains the most popular operating system on mobile phone today. However, various malicious applications bring great threats to the system. Over the past few years, significant changes occured in both malwares and counter measures. Specifically, ma... |
1803.10553 | Takashi Ikegawa | Takashi Ikegawa | Effect of payload size on mean response time when message segmentations
occur using $\rm{M}^{\rm X}/\rm{G}/1$ queueing model | null | null | null | null | cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes the $\rm{M}^{\rm X}/\rm{G}/1$ queueing model to represent
arrivals of segmented packets when message segmentations occur. This queueing
model enables us to derive the closed form of mean response time, given payload
size, message size distribution and message arrival rate. From a numerical
result,... | [
{
"created": "Wed, 28 Mar 2018 12:10:26 GMT",
"version": "v1"
}
] | 2018-03-29 | [
[
"Ikegawa",
"Takashi",
""
]
] | This paper proposes the $\rm{M}^{\rm X}/\rm{G}/1$ queueing model to represent arrivals of segmented packets when message segmentations occur. This queueing model enables us to derive the closed form of mean response time, given payload size, message size distribution and message arrival rate. From a numerical result, w... |
1809.06131 | Bowen Cheng | Bowen Cheng, Rong Xiao, Yandong Guo, Yuxiao Hu, Jianfeng Wang, Lei
Zhang | Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent
Model Initialization for Image Recognition | tech report | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We study in this paper how to initialize the parameters of multinomial
logistic regression (a fully connected layer followed with softmax and cross
entropy loss), which is widely used in deep neural network (DNN) models for
classification problems. As logistic regression is widely known not having a
closed-form solut... | [
{
"created": "Mon, 17 Sep 2018 11:23:33 GMT",
"version": "v1"
}
] | 2018-09-18 | [
[
"Cheng",
"Bowen",
""
],
[
"Xiao",
"Rong",
""
],
[
"Guo",
"Yandong",
""
],
[
"Hu",
"Yuxiao",
""
],
[
"Wang",
"Jianfeng",
""
],
[
"Zhang",
"Lei",
""
]
] | We study in this paper how to initialize the parameters of multinomial logistic regression (a fully connected layer followed with softmax and cross entropy loss), which is widely used in deep neural network (DNN) models for classification problems. As logistic regression is widely known not having a closed-form solutio... |
2111.02295 | Andreas Emil Feldmann | Andreas Emil Feldmann, Anish Mukherjee, Erik Jan van Leeuwen | The Parameterized Complexity of the Survivable Network Design Problem | null | null | null | null | cs.DS | http://creativecommons.org/licenses/by-sa/4.0/ | For the well-known Survivable Network Design Problem (SNDP) we are given an
undirected graph $G$ with edge costs, a set $R$ of terminal vertices, and an
integer demand $d_{s,t}$ for every terminal pair $s,t\in R$. The task is to
compute a subgraph $H$ of $G$ of minimum cost, such that there are at least
$d_{s,t}$ dis... | [
{
"created": "Wed, 3 Nov 2021 15:28:29 GMT",
"version": "v1"
},
{
"created": "Tue, 25 Oct 2022 13:17:13 GMT",
"version": "v2"
},
{
"created": "Mon, 31 Oct 2022 16:14:43 GMT",
"version": "v3"
},
{
"created": "Tue, 8 Nov 2022 10:06:01 GMT",
"version": "v4"
}
] | 2022-11-09 | [
[
"Feldmann",
"Andreas Emil",
""
],
[
"Mukherjee",
"Anish",
""
],
[
"van Leeuwen",
"Erik Jan",
""
]
] | For the well-known Survivable Network Design Problem (SNDP) we are given an undirected graph $G$ with edge costs, a set $R$ of terminal vertices, and an integer demand $d_{s,t}$ for every terminal pair $s,t\in R$. The task is to compute a subgraph $H$ of $G$ of minimum cost, such that there are at least $d_{s,t}$ disjo... |
2109.10397 | Andrey Kutuzov | Mario Giulianelli, Andrey Kutuzov, Lidia Pivovarova | Grammatical Profiling for Semantic Change Detection | CoNLL 2021 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Semantics, morphology and syntax are strongly interdependent. However, the
majority of computational methods for semantic change detection use
distributional word representations which encode mostly semantics. We
investigate an alternative method, grammatical profiling, based entirely on
changes in the morphosyntacti... | [
{
"created": "Tue, 21 Sep 2021 18:38:18 GMT",
"version": "v1"
}
] | 2021-09-23 | [
[
"Giulianelli",
"Mario",
""
],
[
"Kutuzov",
"Andrey",
""
],
[
"Pivovarova",
"Lidia",
""
]
] | Semantics, morphology and syntax are strongly interdependent. However, the majority of computational methods for semantic change detection use distributional word representations which encode mostly semantics. We investigate an alternative method, grammatical profiling, based entirely on changes in the morphosyntactic ... |
2201.10485 | Tobias Kapp\'e | Jana Wagemaker and Nate Foster and Tobias Kapp\'e and Dexter Kozen and
Jurriaan Rot and Alexandra Silva | Concurrent NetKAT: Modeling and analyzing stateful, concurrent networks | null | Proc. ESOP 2022, pp 575-602 | 10.1007/978-3-030-99336-8_21 | null | cs.PL | http://creativecommons.org/licenses/by/4.0/ | We introduce Concurrent NetKAT (CNetKAT), an extension of NetKAT with
operators for specifying and reasoning about concurrency in scenarios where
multiple packets interact through state. We provide a model of the language
based on partially-ordered multisets (pomsets), which are a well-established
mathematical struct... | [
{
"created": "Tue, 25 Jan 2022 17:27:22 GMT",
"version": "v1"
},
{
"created": "Mon, 31 Jan 2022 09:37:53 GMT",
"version": "v2"
},
{
"created": "Tue, 12 Jul 2022 09:12:42 GMT",
"version": "v3"
}
] | 2023-02-03 | [
[
"Wagemaker",
"Jana",
""
],
[
"Foster",
"Nate",
""
],
[
"Kappé",
"Tobias",
""
],
[
"Kozen",
"Dexter",
""
],
[
"Rot",
"Jurriaan",
""
],
[
"Silva",
"Alexandra",
""
]
] | We introduce Concurrent NetKAT (CNetKAT), an extension of NetKAT with operators for specifying and reasoning about concurrency in scenarios where multiple packets interact through state. We provide a model of the language based on partially-ordered multisets (pomsets), which are a well-established mathematical structur... |
2405.01494 | Mat\'ias Mendieta | Matias Mendieta, Guangyu Sun, Chen Chen | Navigating Heterogeneity and Privacy in One-Shot Federated Learning with
Diffusion Models | null | null | null | null | cs.CV cs.CR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Federated learning (FL) enables multiple clients to train models collectively
while preserving data privacy. However, FL faces challenges in terms of
communication cost and data heterogeneity. One-shot federated learning has
emerged as a solution by reducing communication rounds, improving efficiency,
and providing b... | [
{
"created": "Thu, 2 May 2024 17:26:52 GMT",
"version": "v1"
}
] | 2024-05-03 | [
[
"Mendieta",
"Matias",
""
],
[
"Sun",
"Guangyu",
""
],
[
"Chen",
"Chen",
""
]
] | Federated learning (FL) enables multiple clients to train models collectively while preserving data privacy. However, FL faces challenges in terms of communication cost and data heterogeneity. One-shot federated learning has emerged as a solution by reducing communication rounds, improving efficiency, and providing bet... |
2407.07710 | Huawei Wu | Sihem Mesnager and Huawei Wu | On the differential and Walsh spectra of $x^{2q+1}$ over
$\mathbb{F}_{q^2}$ | null | null | null | null | cs.CR cs.IT math.IT math.NT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Let $q$ be an odd prime power and let $\mathbb{F}_{q^2}$ be the finite field
with $q^2$ elements. In this paper, we determine the differential spectrum of
the power function $F(x)=x^{2q+1}$ over $\mathbb{F}_{q^2}$. When the
characteristic of $\mathbb{F}_{q^2}$ is $3$, we also determine the value
distribution of the W... | [
{
"created": "Mon, 8 Jul 2024 14:01:06 GMT",
"version": "v1"
}
] | 2024-07-11 | [
[
"Mesnager",
"Sihem",
""
],
[
"Wu",
"Huawei",
""
]
] | Let $q$ be an odd prime power and let $\mathbb{F}_{q^2}$ be the finite field with $q^2$ elements. In this paper, we determine the differential spectrum of the power function $F(x)=x^{2q+1}$ over $\mathbb{F}_{q^2}$. When the characteristic of $\mathbb{F}_{q^2}$ is $3$, we also determine the value distribution of the Wal... |
1511.04557 | Lionel Arend | Lionel Arend, Jens Krause, Michel Marso, Ray Sperber | Four-dimensional signalling schemes - Application to satellite
communications | 14 pages, 9 figures | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In satellite communications both polarizations of an electromagnetic wave are
used to transmit two separate signals. These two independent signals can be
merged to form one dual-polarization, four-dimensional signal.
The present article pursues this idea and proposes different signal
constellations to be used for f... | [
{
"created": "Sat, 14 Nov 2015 12:55:03 GMT",
"version": "v1"
}
] | 2015-11-17 | [
[
"Arend",
"Lionel",
""
],
[
"Krause",
"Jens",
""
],
[
"Marso",
"Michel",
""
],
[
"Sperber",
"Ray",
""
]
] | In satellite communications both polarizations of an electromagnetic wave are used to transmit two separate signals. These two independent signals can be merged to form one dual-polarization, four-dimensional signal. The present article pursues this idea and proposes different signal constellations to be used for four-... |
2401.09716 | Guanglin Zhou | Guanglin Zhou and Zhongyi Han and Shiming Chen and Biwei Huang and
Liming Zhu and Tongliang Liu and Lina Yao and Kun Zhang | HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain
Generalization | null | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by/4.0/ | Domain Generalization (DG) endeavors to create machine learning models that
excel in unseen scenarios by learning invariant features. In DG, the prevalent
practice of constraining models to a fixed structure or uniform
parameterization to encapsulate invariant features can inadvertently blend
specific aspects. Such a... | [
{
"created": "Thu, 18 Jan 2024 04:23:21 GMT",
"version": "v1"
}
] | 2024-01-19 | [
[
"Zhou",
"Guanglin",
""
],
[
"Han",
"Zhongyi",
""
],
[
"Chen",
"Shiming",
""
],
[
"Huang",
"Biwei",
""
],
[
"Zhu",
"Liming",
""
],
[
"Liu",
"Tongliang",
""
],
[
"Yao",
"Lina",
""
],
[
"Zhang",
"K... | Domain Generalization (DG) endeavors to create machine learning models that excel in unseen scenarios by learning invariant features. In DG, the prevalent practice of constraining models to a fixed structure or uniform parameterization to encapsulate invariant features can inadvertently blend specific aspects. Such an ... |
2308.12751 | Paul Starke | Paul Starke, Sebastian Starke, Taku Komura, Frank Steinicke | Motion In-Betweening with Phase Manifolds | 17 pages, 11 figures, conference | ACM SIGGRAPH / Eurographics Symposium on Computer Animation (SCA),
August 4-6, 2023, Los Angeles, CA, USA | 10.1145/3606921 | null | cs.GR cs.AI cs.LG cs.SE | http://creativecommons.org/licenses/by-nc-nd/4.0/ | This paper introduces a novel data-driven motion in-betweening system to
reach target poses of characters by making use of phases variables learned by a
Periodic Autoencoder. Our approach utilizes a mixture-of-experts neural network
model, in which the phases cluster movements in both space and time with
different ex... | [
{
"created": "Thu, 24 Aug 2023 12:56:39 GMT",
"version": "v1"
}
] | 2023-08-25 | [
[
"Starke",
"Paul",
""
],
[
"Starke",
"Sebastian",
""
],
[
"Komura",
"Taku",
""
],
[
"Steinicke",
"Frank",
""
]
] | This paper introduces a novel data-driven motion in-betweening system to reach target poses of characters by making use of phases variables learned by a Periodic Autoencoder. Our approach utilizes a mixture-of-experts neural network model, in which the phases cluster movements in both space and time with different expe... |
1809.04772 | EPTCS | Ant\'onio Ravara (NOVA LINCS and Dep of Informatics, FCT, NOVA
University of Lisbon) | A Simple Functional Presentation and an Inductive Correctness Proof of
the Horn Algorithm | In Proceedings HCVS 2018, arXiv:1809.04554 | EPTCS 278, 2018, pp. 34-48 | 10.4204/EPTCS.278.6 | null | cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a recursive formulation of the Horn algorithm for deciding the
satisfiability of propositional clauses. The usual presentations in imperative
pseudo-code are informal and not suitable for simple proofs of its main
properties. By defining the algorithm as a recursive function (computing a
least fixed-point)... | [
{
"created": "Thu, 13 Sep 2018 04:49:05 GMT",
"version": "v1"
}
] | 2018-09-14 | [
[
"Ravara",
"António",
"",
"NOVA LINCS and Dep of Informatics, FCT, NOVA\n University of Lisbon"
]
] | We present a recursive formulation of the Horn algorithm for deciding the satisfiability of propositional clauses. The usual presentations in imperative pseudo-code are informal and not suitable for simple proofs of its main properties. By defining the algorithm as a recursive function (computing a least fixed-point), ... |
2102.13062 | Ryan Killick | J. Czyzowicz and S. Dobrev and R. Killick and E. Kranakis and D.
Krizanc and L. Narayanan and J. Opatrny and D. Pankratov and S. Shende | Graph Exploration by Energy-Sharing Mobile Agents | 21 pages, 4 figures, full version of the paper appearing in the
proceedings of SIROCCO 2021 | null | null | null | cs.DM | http://creativecommons.org/licenses/by/4.0/ | We consider the problem of collective exploration of a known $n$-node
edge-weighted graph by $k$ mobile agents that have limited energy but are
capable of energy transfers. The agents are initially placed at an arbitrary
subset of nodes in the graph, and each agent has an initial, possibly
different, amount of energy... | [
{
"created": "Thu, 25 Feb 2021 18:15:00 GMT",
"version": "v1"
}
] | 2021-02-26 | [
[
"Czyzowicz",
"J.",
""
],
[
"Dobrev",
"S.",
""
],
[
"Killick",
"R.",
""
],
[
"Kranakis",
"E.",
""
],
[
"Krizanc",
"D.",
""
],
[
"Narayanan",
"L.",
""
],
[
"Opatrny",
"J.",
""
],
[
"Pankratov",
"D... | We consider the problem of collective exploration of a known $n$-node edge-weighted graph by $k$ mobile agents that have limited energy but are capable of energy transfers. The agents are initially placed at an arbitrary subset of nodes in the graph, and each agent has an initial, possibly different, amount of energy. ... |
2307.10004 | Xidong Wang | Ye Ouyang, Yaqin Zhang, Peng Wang, Yunxin Liu, Wen Qiao, Jun Zhu, Yang
Liu, Feng Zhang, Shuling Wang, Xidong Wang | 6G Network Business Support System | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | 6G is the next-generation intelligent and integrated digital information
infrastructure, characterized by ubiquitous interconnection, native
intelligence, multi-dimensional perception, global coverage, green and
low-carbon, native network security, etc. 6G will realize the transition from
serving people and people-th... | [
{
"created": "Wed, 19 Jul 2023 14:38:30 GMT",
"version": "v1"
}
] | 2023-07-20 | [
[
"Ouyang",
"Ye",
""
],
[
"Zhang",
"Yaqin",
""
],
[
"Wang",
"Peng",
""
],
[
"Liu",
"Yunxin",
""
],
[
"Qiao",
"Wen",
""
],
[
"Zhu",
"Jun",
""
],
[
"Liu",
"Yang",
""
],
[
"Zhang",
"Feng",
""
]... | 6G is the next-generation intelligent and integrated digital information infrastructure, characterized by ubiquitous interconnection, native intelligence, multi-dimensional perception, global coverage, green and low-carbon, native network security, etc. 6G will realize the transition from serving people and people-thin... |
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