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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2309.04975 | Eduardo Noboro Tominaga | Eduardo Noboro Tominaga, Hsuan-Jung Su, Jinfeng Du, Sivarama
Venkatesan, Richard Demo Souza and Hirley Alves | Trade-Off Between Beamforming and Macro-Diversity Gains in Distributed
mMIMO | 6 pages, 3 figures. Manuscript submitted to the IEEE Wireless
Communications and Networking Conference (WCNC) 2024, Dubai, United Arab
Emirates | null | null | null | cs.IT eess.SP math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Industry and academia have been working towards the evolution from
Centralized massive Multiple-Input Multiple-Output (CmMIMO) to Distributed
mMIMO (DmMIMO) architectures. Instead of splitting a coverage area into many
cells, each served by a single Base Station equipped with several antennas, the
whole coverage area... | [
{
"created": "Sun, 10 Sep 2023 09:39:16 GMT",
"version": "v1"
}
] | 2023-09-12 | [
[
"Tominaga",
"Eduardo Noboro",
""
],
[
"Su",
"Hsuan-Jung",
""
],
[
"Du",
"Jinfeng",
""
],
[
"Venkatesan",
"Sivarama",
""
],
[
"Souza",
"Richard Demo",
""
],
[
"Alves",
"Hirley",
""
]
] | Industry and academia have been working towards the evolution from Centralized massive Multiple-Input Multiple-Output (CmMIMO) to Distributed mMIMO (DmMIMO) architectures. Instead of splitting a coverage area into many cells, each served by a single Base Station equipped with several antennas, the whole coverage area i... |
2403.05543 | Pilar Aparicio-Mart\'inez Dr. | Olga Maria Luque Alcaraz, Pilar Aparicio-Mart\'inez, Antonio Gomera,
Manuel Vaquero-Abell\'an | Nurses as agents for achieving Environmentally Sustainable Health
Systems: A bibliometric analysis | 9 pages,4 figures,2 tables | null | 0.1111/jonm.13798 | null | cs.CY cs.DL cs.SI | http://creativecommons.org/licenses/by/4.0/ | Objective: To analyze the current scientific knowledge and research lines
focused on environmentally sustainable health systems, including the role of
nurses. Background: There seem to be differences between creating interventions
focused on environmentally sustainable health systems, including nurses, and
the scarci... | [
{
"created": "Mon, 5 Feb 2024 12:14:04 GMT",
"version": "v1"
}
] | 2024-03-12 | [
[
"Alcaraz",
"Olga Maria Luque",
""
],
[
"Aparicio-Martínez",
"Pilar",
""
],
[
"Gomera",
"Antonio",
""
],
[
"Vaquero-Abellán",
"Manuel",
""
]
] | Objective: To analyze the current scientific knowledge and research lines focused on environmentally sustainable health systems, including the role of nurses. Background: There seem to be differences between creating interventions focused on environmentally sustainable health systems, including nurses, and the scarcity... |
1503.06375 | Bharath Sankaran | Bharath Sankaran, Jeannette Bohg, Nathan Ratliff and Stefan Schaal | Policy Learning with Hypothesis based Local Action Selection | RLDM abstract | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For robots to be able to manipulate in unknown and unstructured environments
the robot should be capable of operating under partial observability of the
environment. Object occlusions and unmodeled environments are some of the
factors that result in partial observability. A common scenario where this is
encountered i... | [
{
"created": "Sun, 22 Mar 2015 02:36:49 GMT",
"version": "v1"
},
{
"created": "Tue, 24 Mar 2015 00:24:43 GMT",
"version": "v2"
},
{
"created": "Fri, 8 May 2015 05:25:47 GMT",
"version": "v3"
}
] | 2015-05-11 | [
[
"Sankaran",
"Bharath",
""
],
[
"Bohg",
"Jeannette",
""
],
[
"Ratliff",
"Nathan",
""
],
[
"Schaal",
"Stefan",
""
]
] | For robots to be able to manipulate in unknown and unstructured environments the robot should be capable of operating under partial observability of the environment. Object occlusions and unmodeled environments are some of the factors that result in partial observability. A common scenario where this is encountered is ... |
2402.03818 | O Duranthon | O. Duranthon, L. Zdeborov\'a | Asymptotic generalization error of a single-layer graph convolutional
network | null | null | null | null | cs.LG cond-mat.dis-nn | http://creativecommons.org/licenses/by-sa/4.0/ | While graph convolutional networks show great practical promises, the
theoretical understanding of their generalization properties as a function of
the number of samples is still in its infancy compared to the more broadly
studied case of supervised fully connected neural networks. In this article, we
predict the per... | [
{
"created": "Tue, 6 Feb 2024 09:07:26 GMT",
"version": "v1"
},
{
"created": "Wed, 20 Mar 2024 15:08:27 GMT",
"version": "v2"
}
] | 2024-03-21 | [
[
"Duranthon",
"O.",
""
],
[
"Zdeborová",
"L.",
""
]
] | While graph convolutional networks show great practical promises, the theoretical understanding of their generalization properties as a function of the number of samples is still in its infancy compared to the more broadly studied case of supervised fully connected neural networks. In this article, we predict the perfo... |
1908.04924 | Mingyuan Bai | Mingyuan Bai, S.T. Boris Choy, Xin Song, Junbin Gao | Tensor-Train Parameterization for Ultra Dimensionality Reduction | null | null | null | null | cs.LG eess.IV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Locality preserving projections (LPP) are a classical dimensionality
reduction method based on data graph information. However, LPP is still
responsive to extreme outliers. LPP aiming for vectorial data may undermine
data structural information when it is applied to multidimensional data.
Besides, it assumes the dime... | [
{
"created": "Wed, 14 Aug 2019 02:04:34 GMT",
"version": "v1"
}
] | 2019-08-15 | [
[
"Bai",
"Mingyuan",
""
],
[
"Choy",
"S. T. Boris",
""
],
[
"Song",
"Xin",
""
],
[
"Gao",
"Junbin",
""
]
] | Locality preserving projections (LPP) are a classical dimensionality reduction method based on data graph information. However, LPP is still responsive to extreme outliers. LPP aiming for vectorial data may undermine data structural information when it is applied to multidimensional data. Besides, it assumes the dimens... |
2009.05502 | Johannes Knittel | Johannes Knittel, Andres Lalama, Steffen Koch, and Thomas Ertl | Visual Neural Decomposition to Explain Multivariate Data Sets | To appear in IEEE Transactions on Visualization and Computer Graphics
and IEEE VIS 2020 (VAST) | null | null | null | cs.LG cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Investigating relationships between variables in multi-dimensional data sets
is a common task for data analysts and engineers. More specifically, it is
often valuable to understand which ranges of which input variables lead to
particular values of a given target variable. Unfortunately, with an increasing
number of i... | [
{
"created": "Fri, 11 Sep 2020 15:53:37 GMT",
"version": "v1"
}
] | 2020-09-14 | [
[
"Knittel",
"Johannes",
""
],
[
"Lalama",
"Andres",
""
],
[
"Koch",
"Steffen",
""
],
[
"Ertl",
"Thomas",
""
]
] | Investigating relationships between variables in multi-dimensional data sets is a common task for data analysts and engineers. More specifically, it is often valuable to understand which ranges of which input variables lead to particular values of a given target variable. Unfortunately, with an increasing number of ind... |
1605.05106 | Kaelon Lloyd | Kaelon Lloyd, David Marshall, Simon C. Moore, Paul L. Rosin | Detecting Violent and Abnormal Crowd activity using Temporal Analysis of
Grey Level Co-occurrence Matrix (GLCM) Based Texture Measures | Published under open access, 9 pages, 12 Figures | Machine Vision and Applications (2017) | 10.1007/s00138-017-0830-x | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The severity of sustained injury resulting from assault-related violence can
be minimised by reducing detection time. However, it has been shown that human
operators perform poorly at detecting events found in video footage when
presented with simultaneous feeds. We utilise computer vision techniques to
develop an au... | [
{
"created": "Tue, 17 May 2016 10:53:07 GMT",
"version": "v1"
},
{
"created": "Mon, 3 Apr 2017 10:39:02 GMT",
"version": "v2"
}
] | 2017-04-04 | [
[
"Lloyd",
"Kaelon",
""
],
[
"Marshall",
"David",
""
],
[
"Moore",
"Simon C.",
""
],
[
"Rosin",
"Paul L.",
""
]
] | The severity of sustained injury resulting from assault-related violence can be minimised by reducing detection time. However, it has been shown that human operators perform poorly at detecting events found in video footage when presented with simultaneous feeds. We utilise computer vision techniques to develop an auto... |
2405.05688 | Dipankar Srirag | Dipankar Srirag and Aditya Joshi | Evaluating Dialect Robustness of Language Models via Conversation
Understanding | 13 pages, 7 figures, 6 tables | null | null | null | cs.CL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | With an evergrowing number of LLMs reporting superlative performance for
English, their ability to perform equitably for different dialects of English
(i.e., dialect robustness) needs to be ascertained. Specifically, we use
English language (US English or Indian English) conversations between humans
who play the word... | [
{
"created": "Thu, 9 May 2024 11:38:23 GMT",
"version": "v1"
}
] | 2024-05-10 | [
[
"Srirag",
"Dipankar",
""
],
[
"Joshi",
"Aditya",
""
]
] | With an evergrowing number of LLMs reporting superlative performance for English, their ability to perform equitably for different dialects of English (i.e., dialect robustness) needs to be ascertained. Specifically, we use English language (US English or Indian English) conversations between humans who play the word-g... |
2007.08025 | Hakim Hafidi | Hakim Hafidi, Mounir Ghogho, Philippe Ciblat and Ananthram Swami | GraphCL: Contrastive Self-Supervised Learning of Graph Representations | Under review for Neurips 2020 | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose Graph Contrastive Learning (GraphCL), a general framework for
learning node representations in a self supervised manner. GraphCL learns node
embeddings by maximizing the similarity between the representations of two
randomly perturbed versions of the intrinsic features and link structure of the
same node's... | [
{
"created": "Wed, 15 Jul 2020 22:36:53 GMT",
"version": "v1"
}
] | 2020-07-17 | [
[
"Hafidi",
"Hakim",
""
],
[
"Ghogho",
"Mounir",
""
],
[
"Ciblat",
"Philippe",
""
],
[
"Swami",
"Ananthram",
""
]
] | We propose Graph Contrastive Learning (GraphCL), a general framework for learning node representations in a self supervised manner. GraphCL learns node embeddings by maximizing the similarity between the representations of two randomly perturbed versions of the intrinsic features and link structure of the same node's l... |
2209.01292 | Bargav Jayaraman | Bargav Jayaraman and David Evans | Are Attribute Inference Attacks Just Imputation? | 13 (main body) + 4 (references and appendix) pages. To appear in
CCS'22 | null | null | null | cs.CR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Models can expose sensitive information about their training data. In an
attribute inference attack, an adversary has partial knowledge of some training
records and access to a model trained on those records, and infers the unknown
values of a sensitive feature of those records. We study a fine-grained variant
of att... | [
{
"created": "Fri, 2 Sep 2022 23:13:36 GMT",
"version": "v1"
}
] | 2022-09-07 | [
[
"Jayaraman",
"Bargav",
""
],
[
"Evans",
"David",
""
]
] | Models can expose sensitive information about their training data. In an attribute inference attack, an adversary has partial knowledge of some training records and access to a model trained on those records, and infers the unknown values of a sensitive feature of those records. We study a fine-grained variant of attri... |
1810.01256 | Yang Chen | Guanxiong Zeng, Yang Chen, Bo Cui, Shan Yu | Continual Learning of Context-dependent Processing in Neural Networks | null | null | 10.1038/s42256-019-0080-x | null | cs.LG cs.AI cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks (DNNs) are powerful tools in learning sophisticated but
fixed mapping rules between inputs and outputs, thereby limiting their
application in more complex and dynamic situations in which the mapping rules
are not kept the same but changing according to different contexts. To lift
such limits, we ... | [
{
"created": "Sat, 29 Sep 2018 09:45:08 GMT",
"version": "v1"
},
{
"created": "Fri, 5 Oct 2018 15:36:51 GMT",
"version": "v2"
},
{
"created": "Sun, 27 Jun 2021 13:38:39 GMT",
"version": "v3"
}
] | 2021-06-29 | [
[
"Zeng",
"Guanxiong",
""
],
[
"Chen",
"Yang",
""
],
[
"Cui",
"Bo",
""
],
[
"Yu",
"Shan",
""
]
] | Deep neural networks (DNNs) are powerful tools in learning sophisticated but fixed mapping rules between inputs and outputs, thereby limiting their application in more complex and dynamic situations in which the mapping rules are not kept the same but changing according to different contexts. To lift such limits, we de... |
2401.15246 | Chiyuan Zhang | Lynn Chua, Qiliang Cui, Badih Ghazi, Charlie Harrison, Pritish Kamath,
Walid Krichene, Ravi Kumar, Pasin Manurangsi, Krishna Giri Narra, Amer Sinha,
Avinash Varadarajan, Chiyuan Zhang | Training Differentially Private Ad Prediction Models with Semi-Sensitive
Features | 7 pages, 4 figures | null | null | null | cs.LG cs.CR cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Motivated by problems arising in digital advertising, we introduce the task
of training differentially private (DP) machine learning models with
semi-sensitive features. In this setting, a subset of the features is known to
the attacker (and thus need not be protected) while the remaining features as
well as the labe... | [
{
"created": "Fri, 26 Jan 2024 23:41:28 GMT",
"version": "v1"
}
] | 2024-01-30 | [
[
"Chua",
"Lynn",
""
],
[
"Cui",
"Qiliang",
""
],
[
"Ghazi",
"Badih",
""
],
[
"Harrison",
"Charlie",
""
],
[
"Kamath",
"Pritish",
""
],
[
"Krichene",
"Walid",
""
],
[
"Kumar",
"Ravi",
""
],
[
"Manuran... | Motivated by problems arising in digital advertising, we introduce the task of training differentially private (DP) machine learning models with semi-sensitive features. In this setting, a subset of the features is known to the attacker (and thus need not be protected) while the remaining features as well as the label ... |
2006.01222 | Tanvi Dadu Miss | Tanvi Dadu, Kartikey Pant and Radhika Mamidi | BERT-based Ensembles for Modeling Disclosure and Support in
Conversational Social Media Text | Accepted at the Affective Content workshop held at AAAI 2020 as the
Best System Paper | null | null | null | cs.CL cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | There is a growing interest in understanding how humans initiate and hold
conversations. The affective understanding of conversations focuses on the
problem of how speakers use emotions to react to a situation and to each other.
In the CL-Aff Shared Task, the organizers released Get it #OffMyChest dataset,
which cont... | [
{
"created": "Mon, 1 Jun 2020 19:52:01 GMT",
"version": "v1"
}
] | 2020-06-03 | [
[
"Dadu",
"Tanvi",
""
],
[
"Pant",
"Kartikey",
""
],
[
"Mamidi",
"Radhika",
""
]
] | There is a growing interest in understanding how humans initiate and hold conversations. The affective understanding of conversations focuses on the problem of how speakers use emotions to react to a situation and to each other. In the CL-Aff Shared Task, the organizers released Get it #OffMyChest dataset, which contai... |
2304.14377 | Hengyi Wang | Hengyi Wang, Jingwen Wang, Lourdes Agapito | Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural
Real-Time SLAM | CVPR2023. First two authors contributed equally. Project page:
https://hengyiwang.github.io/projects/CoSLAM | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present Co-SLAM, a neural RGB-D SLAM system based on a hybrid
representation, that performs robust camera tracking and high-fidelity surface
reconstruction in real time. Co-SLAM represents the scene as a multi-resolution
hash-grid to exploit its high convergence speed and ability to represent
high-frequency local ... | [
{
"created": "Thu, 27 Apr 2023 17:46:45 GMT",
"version": "v1"
}
] | 2023-04-28 | [
[
"Wang",
"Hengyi",
""
],
[
"Wang",
"Jingwen",
""
],
[
"Agapito",
"Lourdes",
""
]
] | We present Co-SLAM, a neural RGB-D SLAM system based on a hybrid representation, that performs robust camera tracking and high-fidelity surface reconstruction in real time. Co-SLAM represents the scene as a multi-resolution hash-grid to exploit its high convergence speed and ability to represent high-frequency local fe... |
2403.08334 | Cheng Huang Dr. | Cheng Huang (1), Nannan Wang (1), Ziyan Wang (1), Siqi Sun (1), Lingzi
Li (1), Junren Chen (1), Qianchong Zhao (1), Jiaxuan Han (1), Zhen Yang (1),
Lei Shi (2) ((1) Sichuan University, (2) Huawei Technologies) | DONAPI: Malicious NPM Packages Detector using Behavior Sequence
Knowledge Mapping | 18 pages, accepted for publication at USENIX Security 2024 | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the growing popularity of modularity in software development comes the
rise of package managers and language ecosystems. Among them, npm stands out as
the most extensive package manager, hosting more than 2 million third-party
open-source packages that greatly simplify the process of building code.
However, this... | [
{
"created": "Wed, 13 Mar 2024 08:38:21 GMT",
"version": "v1"
}
] | 2024-03-14 | [
[
"Huang",
"Cheng",
"",
"Sichuan University"
],
[
"Wang",
"Nannan",
"",
"Sichuan University"
],
[
"Wang",
"Ziyan",
"",
"Sichuan University"
],
[
"Sun",
"Siqi",
"",
"Sichuan University"
],
[
"Li",
"Lingzi",
"",
"Sichuan U... | With the growing popularity of modularity in software development comes the rise of package managers and language ecosystems. Among them, npm stands out as the most extensive package manager, hosting more than 2 million third-party open-source packages that greatly simplify the process of building code. However, this o... |
2305.17115 | Mateo Perez | Rajeev Alur, Osbert Bastani, Kishor Jothimurugan, Mateo Perez, Fabio
Somenzi, Ashutosh Trivedi | Policy Synthesis and Reinforcement Learning for Discounted LTL | null | null | null | null | cs.LO cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The difficulty of manually specifying reward functions has led to an interest
in using linear temporal logic (LTL) to express objectives for reinforcement
learning (RL). However, LTL has the downside that it is sensitive to small
perturbations in the transition probabilities, which prevents probably
approximately cor... | [
{
"created": "Fri, 26 May 2023 17:32:38 GMT",
"version": "v1"
},
{
"created": "Mon, 29 May 2023 23:43:19 GMT",
"version": "v2"
}
] | 2023-05-31 | [
[
"Alur",
"Rajeev",
""
],
[
"Bastani",
"Osbert",
""
],
[
"Jothimurugan",
"Kishor",
""
],
[
"Perez",
"Mateo",
""
],
[
"Somenzi",
"Fabio",
""
],
[
"Trivedi",
"Ashutosh",
""
]
] | The difficulty of manually specifying reward functions has led to an interest in using linear temporal logic (LTL) to express objectives for reinforcement learning (RL). However, LTL has the downside that it is sensitive to small perturbations in the transition probabilities, which prevents probably approximately corre... |
2407.12684 | Yu-Jie Yuan | Yu-Jie Yuan, Leif Kobbelt, Jiwen Liu, Yuan Zhang, Pengfei Wan, Yu-Kun
Lai, Lin Gao | 4Dynamic: Text-to-4D Generation with Hybrid Priors | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Due to the fascinating generative performance of text-to-image diffusion
models, growing text-to-3D generation works explore distilling the 2D
generative priors into 3D, using the score distillation sampling (SDS) loss, to
bypass the data scarcity problem. The existing text-to-3D methods have achieved
promising resul... | [
{
"created": "Wed, 17 Jul 2024 16:02:55 GMT",
"version": "v1"
}
] | 2024-07-18 | [
[
"Yuan",
"Yu-Jie",
""
],
[
"Kobbelt",
"Leif",
""
],
[
"Liu",
"Jiwen",
""
],
[
"Zhang",
"Yuan",
""
],
[
"Wan",
"Pengfei",
""
],
[
"Lai",
"Yu-Kun",
""
],
[
"Gao",
"Lin",
""
]
] | Due to the fascinating generative performance of text-to-image diffusion models, growing text-to-3D generation works explore distilling the 2D generative priors into 3D, using the score distillation sampling (SDS) loss, to bypass the data scarcity problem. The existing text-to-3D methods have achieved promising results... |
1102.2768 | Ananthanarayanan Chockalingam | Suresh Chandrasekaran, Saif K. Mohammed, and A. Chockalingam | Achievable Rate Region of Quantized Broadcast and MAC Channels | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study the achievable rate region of Gaussian multiuser
channels with the messages transmitted being from finite input alphabets and
the outputs being {\em quantized at the receiver}. In particular, we focus on
the achievable rate region of $i)$ Gaussian broadcast channel (GBC) and $ii)$
Gaussian mul... | [
{
"created": "Mon, 14 Feb 2011 13:49:31 GMT",
"version": "v1"
}
] | 2011-02-15 | [
[
"Chandrasekaran",
"Suresh",
""
],
[
"Mohammed",
"Saif K.",
""
],
[
"Chockalingam",
"A.",
""
]
] | In this paper, we study the achievable rate region of Gaussian multiuser channels with the messages transmitted being from finite input alphabets and the outputs being {\em quantized at the receiver}. In particular, we focus on the achievable rate region of $i)$ Gaussian broadcast channel (GBC) and $ii)$ Gaussian multi... |
2403.16239 | Savinay Nagendra | Savinay Nagendra | Thermal Analysis for NVIDIA GTX480 Fermi GPU Architecture | null | null | null | null | cs.AR | http://creativecommons.org/licenses/by/4.0/ | In this project, we design a four-layer (Silicon|TIM|Silicon|TIM), 3D floor
plan for NVIDIA GTX480 Fermi GPU architecture and compare heat dissipation and
power trends for matrix multiplication and Needleman-Wunsch kernels. First,
cuda kernels for the two algorithms are written. These kernels are compiled and
execute... | [
{
"created": "Sun, 24 Mar 2024 17:06:45 GMT",
"version": "v1"
}
] | 2024-03-26 | [
[
"Nagendra",
"Savinay",
""
]
] | In this project, we design a four-layer (Silicon|TIM|Silicon|TIM), 3D floor plan for NVIDIA GTX480 Fermi GPU architecture and compare heat dissipation and power trends for matrix multiplication and Needleman-Wunsch kernels. First, cuda kernels for the two algorithms are written. These kernels are compiled and executed ... |
2105.06603 | Emily Allaway | Emily Allaway, Malavika Srikanth, and Kathleen McKeown | Adversarial Learning for Zero-Shot Stance Detection on Social Media | To appear in NAACL 2021 | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Stance detection on social media can help to identify and understand slanted
news or commentary in everyday life. In this work, we propose a new model for
zero-shot stance detection on Twitter that uses adversarial learning to
generalize across topics. Our model achieves state-of-the-art performance on a
number of un... | [
{
"created": "Fri, 14 May 2021 01:08:48 GMT",
"version": "v1"
}
] | 2021-05-17 | [
[
"Allaway",
"Emily",
""
],
[
"Srikanth",
"Malavika",
""
],
[
"McKeown",
"Kathleen",
""
]
] | Stance detection on social media can help to identify and understand slanted news or commentary in everyday life. In this work, we propose a new model for zero-shot stance detection on Twitter that uses adversarial learning to generalize across topics. Our model achieves state-of-the-art performance on a number of unse... |
1812.04905 | Frederic Bour | Fr\'ed\'eric Bour | CAMLroot: revisiting the OCaml FFI | null | null | null | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The OCaml language comes with a facility for interfacing with C code -- the
Foreign Function Interface or FFI. The primitives for working with the OCaml
runtime -- and, in particular, with the garbage collector (GC) -- strive for a
minimal overhead: they avoid unnecessary work and allow for calls to C code to
be very... | [
{
"created": "Wed, 12 Dec 2018 11:37:02 GMT",
"version": "v1"
},
{
"created": "Fri, 26 Apr 2019 13:52:54 GMT",
"version": "v2"
}
] | 2019-04-29 | [
[
"Bour",
"Frédéric",
""
]
] | The OCaml language comes with a facility for interfacing with C code -- the Foreign Function Interface or FFI. The primitives for working with the OCaml runtime -- and, in particular, with the garbage collector (GC) -- strive for a minimal overhead: they avoid unnecessary work and allow for calls to C code to be very c... |
2003.00126 | Zhe Zeng Miss | Zhe Zeng, Paolo Morettin, Fanqi Yan, Antonio Vergari, Guy Van den
Broeck | Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic
Constraints via Message Passing | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Weighted model integration (WMI) is a very appealing framework for
probabilistic inference: it allows to express the complex dependencies of
real-world problems where variables are both continuous and discrete, via the
language of Satisfiability Modulo Theories (SMT), as well as to compute
probabilistic queries with ... | [
{
"created": "Fri, 28 Feb 2020 23:51:45 GMT",
"version": "v1"
},
{
"created": "Wed, 19 Aug 2020 22:41:13 GMT",
"version": "v2"
}
] | 2020-08-21 | [
[
"Zeng",
"Zhe",
""
],
[
"Morettin",
"Paolo",
""
],
[
"Yan",
"Fanqi",
""
],
[
"Vergari",
"Antonio",
""
],
[
"Broeck",
"Guy Van den",
""
]
] | Weighted model integration (WMI) is a very appealing framework for probabilistic inference: it allows to express the complex dependencies of real-world problems where variables are both continuous and discrete, via the language of Satisfiability Modulo Theories (SMT), as well as to compute probabilistic queries with co... |
2201.11897 | Yuekai Huang | Yuekai Huang, Ye Yang, Junjie Wang, Wei Zheng, Qing Wang | Identifying Emergent Leadership in OSS Projects Based on Communication
Styles | null | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In open source software (OSS) communities, existing leadership indicators are
dominantly measured by code contribution or community influence. Recent studies
on emergent leadership shed light on additional dimensions such as intellectual
stimulation in collaborative communications. To that end, this paper proposes
an... | [
{
"created": "Fri, 28 Jan 2022 02:20:44 GMT",
"version": "v1"
}
] | 2022-01-31 | [
[
"Huang",
"Yuekai",
""
],
[
"Yang",
"Ye",
""
],
[
"Wang",
"Junjie",
""
],
[
"Zheng",
"Wei",
""
],
[
"Wang",
"Qing",
""
]
] | In open source software (OSS) communities, existing leadership indicators are dominantly measured by code contribution or community influence. Recent studies on emergent leadership shed light on additional dimensions such as intellectual stimulation in collaborative communications. To that end, this paper proposes an a... |
2009.13724 | Fajie Yuan | Fajie Yuan, Guoxiao Zhang, Alexandros Karatzoglou, Joemon Jose, Beibei
Kong, Yudong Li | One Person, One Model, One World: Learning Continual User Representation
without Forgetting | null | null | null | null | cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Learning user representations is a vital technique toward effective user
modeling and personalized recommender systems. Existing approaches often derive
an individual set of model parameters for each task by training on separate
data. However, the representation of the same user potentially has some
commonalities, su... | [
{
"created": "Tue, 29 Sep 2020 01:49:14 GMT",
"version": "v1"
},
{
"created": "Thu, 1 Oct 2020 14:37:16 GMT",
"version": "v2"
},
{
"created": "Sun, 9 May 2021 10:07:55 GMT",
"version": "v3"
}
] | 2021-05-11 | [
[
"Yuan",
"Fajie",
""
],
[
"Zhang",
"Guoxiao",
""
],
[
"Karatzoglou",
"Alexandros",
""
],
[
"Jose",
"Joemon",
""
],
[
"Kong",
"Beibei",
""
],
[
"Li",
"Yudong",
""
]
] | Learning user representations is a vital technique toward effective user modeling and personalized recommender systems. Existing approaches often derive an individual set of model parameters for each task by training on separate data. However, the representation of the same user potentially has some commonalities, such... |
1204.4209 | Venkatesan Guruswami | Venkatesan Guruswami and Chaoping Xing | Folded Codes from Function Field Towers and Improved Optimal Rate List
Decoding | Conference version appears at STOC 2012 | null | null | null | cs.IT cs.DS math.AG math.IT math.NT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We give a new construction of algebraic codes which are efficiently list
decodable from a fraction $1-R-\eps$ of adversarial errors where $R$ is the
rate of the code, for any desired positive constant $\eps$. The worst-case list
size output by the algorithm is $O(1/\eps)$, matching the existential bound for
random co... | [
{
"created": "Wed, 18 Apr 2012 21:02:36 GMT",
"version": "v1"
}
] | 2015-03-20 | [
[
"Guruswami",
"Venkatesan",
""
],
[
"Xing",
"Chaoping",
""
]
] | We give a new construction of algebraic codes which are efficiently list decodable from a fraction $1-R-\eps$ of adversarial errors where $R$ is the rate of the code, for any desired positive constant $\eps$. The worst-case list size output by the algorithm is $O(1/\eps)$, matching the existential bound for random code... |
2304.14358 | \v{S}imon Bil\'ik | Juraj Lagin, Simon Bilik | Structure Analysis of the FRP Rebar Using Computer Vision Techniques | null | null | null | null | cs.CV cs.NA math.NA | http://creativecommons.org/licenses/by/4.0/ | In this paper we present a method to analyze the inner structure of the
composite FRP rebar, namely the shift of the real center of gravity with a
respect to the geometrical center of rebar and changes of cross-sectional
characteristics. We propose an automated pipeline based on classical computer
vision techniques a... | [
{
"created": "Thu, 27 Apr 2023 17:37:23 GMT",
"version": "v1"
}
] | 2023-04-28 | [
[
"Lagin",
"Juraj",
""
],
[
"Bilik",
"Simon",
""
]
] | In this paper we present a method to analyze the inner structure of the composite FRP rebar, namely the shift of the real center of gravity with a respect to the geometrical center of rebar and changes of cross-sectional characteristics. We propose an automated pipeline based on classical computer vision techniques and... |
1807.07432 | Thomas Mitchel | Thomas W. Mitchel, Sipu Ruan, Gregory S. Chirikjian | Signal Alignment for Humanoid Skeletons via the Globally Optimal
Reparameterization Algorithm | Humanoids 2018 initial submission; companion paper to
arXiv:1807.05485 | null | null | null | cs.CV math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The general ability to analyze and classify the 3D kinematics of the human
form is an essential step in the development of socially adept humanoid robots.
A variety of different types of signals can be used by machines to represent
and characterize actions such as RGB videos, infrared maps, and optical flow.
In parti... | [
{
"created": "Wed, 18 Jul 2018 03:16:39 GMT",
"version": "v1"
},
{
"created": "Fri, 20 Jul 2018 15:14:55 GMT",
"version": "v2"
}
] | 2018-07-23 | [
[
"Mitchel",
"Thomas W.",
""
],
[
"Ruan",
"Sipu",
""
],
[
"Chirikjian",
"Gregory S.",
""
]
] | The general ability to analyze and classify the 3D kinematics of the human form is an essential step in the development of socially adept humanoid robots. A variety of different types of signals can be used by machines to represent and characterize actions such as RGB videos, infrared maps, and optical flow. In particu... |
2310.13361 | Wenyu Guo | Wenyu Guo, Qingkai Fang, Dong Yu, Yang Feng | Bridging the Gap between Synthetic and Authentic Images for Multimodal
Machine Translation | Accepted to EMNLP 2023 main conference | null | null | null | cs.CV cs.AI cs.CL | http://creativecommons.org/licenses/by/4.0/ | Multimodal machine translation (MMT) simultaneously takes the source sentence
and a relevant image as input for translation. Since there is no paired image
available for the input sentence in most cases, recent studies suggest
utilizing powerful text-to-image generation models to provide image inputs.
Nevertheless, s... | [
{
"created": "Fri, 20 Oct 2023 09:06:30 GMT",
"version": "v1"
}
] | 2023-10-23 | [
[
"Guo",
"Wenyu",
""
],
[
"Fang",
"Qingkai",
""
],
[
"Yu",
"Dong",
""
],
[
"Feng",
"Yang",
""
]
] | Multimodal machine translation (MMT) simultaneously takes the source sentence and a relevant image as input for translation. Since there is no paired image available for the input sentence in most cases, recent studies suggest utilizing powerful text-to-image generation models to provide image inputs. Nevertheless, syn... |
1603.00418 | Ahmad Al- Shamailh | Ahmad Al- Shamailh | Visualizing source code in 3D Maya software | null | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper is clarify the summaries codes for programmers through
three-dimensional shapes, and clearly programmers and developers, scholars and
researchers in the field of software engineering, as well as researchers from
the representative about threedimensional forms. Through a three-dimensional
drawing on a Ma... | [
{
"created": "Tue, 1 Mar 2016 19:26:42 GMT",
"version": "v1"
}
] | 2016-03-02 | [
[
"Shamailh",
"Ahmad Al-",
""
]
] | In this paper is clarify the summaries codes for programmers through three-dimensional shapes, and clearly programmers and developers, scholars and researchers in the field of software engineering, as well as researchers from the representative about threedimensional forms. Through a three-dimensional drawing on a Maya... |
2109.11541 | Han Wu | Han Wu, Kun Xu, Linqi Song | CSAGN: Conversational Structure Aware Graph Network for Conversational
Semantic Role Labeling | To appear in EMNLP 2021 | null | null | null | cs.CL cs.AI cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Conversational semantic role labeling (CSRL) is believed to be a crucial step
towards dialogue understanding. However, it remains a major challenge for
existing CSRL parser to handle conversational structural information. In this
paper, we present a simple and effective architecture for CSRL which aims to
address thi... | [
{
"created": "Thu, 23 Sep 2021 07:47:28 GMT",
"version": "v1"
},
{
"created": "Thu, 4 Nov 2021 06:57:06 GMT",
"version": "v2"
}
] | 2021-11-05 | [
[
"Wu",
"Han",
""
],
[
"Xu",
"Kun",
""
],
[
"Song",
"Linqi",
""
]
] | Conversational semantic role labeling (CSRL) is believed to be a crucial step towards dialogue understanding. However, it remains a major challenge for existing CSRL parser to handle conversational structural information. In this paper, we present a simple and effective architecture for CSRL which aims to address this ... |
1910.12800 | Xing Zhao | Xing Zhao, Ping Lu, Yanyan Zhang, Jianxiong Chen, and Xiaoyang Li | Attenuating Random Noise in Seismic Data by a Deep Learning Approach | 33 pages, 11 figures | null | null | null | cs.LG cs.CV eess.IV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the geophysical field, seismic noise attenuation has been considered as a
critical and long-standing problem, especially for the pre-stack data
processing. Here, we propose a model to leverage the deep-learning model for
this task. Rather than directly applying an existing de-noising model from
ordinary images to ... | [
{
"created": "Mon, 28 Oct 2019 16:53:26 GMT",
"version": "v1"
}
] | 2019-10-29 | [
[
"Zhao",
"Xing",
""
],
[
"Lu",
"Ping",
""
],
[
"Zhang",
"Yanyan",
""
],
[
"Chen",
"Jianxiong",
""
],
[
"Li",
"Xiaoyang",
""
]
] | In the geophysical field, seismic noise attenuation has been considered as a critical and long-standing problem, especially for the pre-stack data processing. Here, we propose a model to leverage the deep-learning model for this task. Rather than directly applying an existing de-noising model from ordinary images to th... |
2305.00735 | Roel Bouman | Roel Bouman, Zaharah Bukhsh, Tom Heskes | Unsupervised anomaly detection algorithms on real-world data: how many
do we need? | The associated Git repository can be found at:
https://github.com/RoelBouman/outlierdetection | Journal of Machine Learning Research 25.105 (2024): 1-34 | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | In this study we evaluate 32 unsupervised anomaly detection algorithms on 52
real-world multivariate tabular datasets, performing the largest comparison of
unsupervised anomaly detection algorithms to date. On this collection of
datasets, the $k$-thNN (distance to the $k$-nearest neighbor) algorithm
significantly out... | [
{
"created": "Mon, 1 May 2023 09:27:42 GMT",
"version": "v1"
}
] | 2024-05-28 | [
[
"Bouman",
"Roel",
""
],
[
"Bukhsh",
"Zaharah",
""
],
[
"Heskes",
"Tom",
""
]
] | In this study we evaluate 32 unsupervised anomaly detection algorithms on 52 real-world multivariate tabular datasets, performing the largest comparison of unsupervised anomaly detection algorithms to date. On this collection of datasets, the $k$-thNN (distance to the $k$-nearest neighbor) algorithm significantly outpe... |
2106.05003 | Guanchen Ding | Jingyuan Chen, Guanchen Ding, Yuchen Yang, Wenwei Han, Kangmin Xu,
Tianyi Gao, Zhe Zhang, Wanping Ouyang, Hao Cai, Zhenzhong Chen | Dual-Modality Vehicle Anomaly Detection via Bilateral Trajectory Tracing | 9 pages, 5 figures, accepted to CVPRW 2021 | null | null | null | cs.CV cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Traffic anomaly detection has played a crucial role in Intelligent
Transportation System (ITS). The main challenges of this task lie in the highly
diversified anomaly scenes and variational lighting conditions. Although much
work has managed to identify the anomaly in homogenous weather and scene, few
resolved to cop... | [
{
"created": "Wed, 9 Jun 2021 12:04:25 GMT",
"version": "v1"
}
] | 2021-06-10 | [
[
"Chen",
"Jingyuan",
""
],
[
"Ding",
"Guanchen",
""
],
[
"Yang",
"Yuchen",
""
],
[
"Han",
"Wenwei",
""
],
[
"Xu",
"Kangmin",
""
],
[
"Gao",
"Tianyi",
""
],
[
"Zhang",
"Zhe",
""
],
[
"Ouyang",
"Wa... | Traffic anomaly detection has played a crucial role in Intelligent Transportation System (ITS). The main challenges of this task lie in the highly diversified anomaly scenes and variational lighting conditions. Although much work has managed to identify the anomaly in homogenous weather and scene, few resolved to cope ... |
0903.1061 | Tiberiu Marius Karnyanszky | Ovidiu Crista, Tiberiu Marius Karnyanszky | Application for Evaluation of the Professional Competencies of the
Teaching Staff | 6 pages (71-76), 5th "Actualities and Perspectives in Hard and Soft",
2007 | Ann. Univ. Tibiscus Comp. Sci. Series 5 (2007), 71-76 | null | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The goal of the presented application is to offer a full support for
universities in retrieving the feedback from their students with regard to
their teachers. This is the main reason we described it in this paper. To build
this application the following tools have been used: Microsoft Notepad 5.1 (to
make the source... | [
{
"created": "Thu, 5 Mar 2009 18:41:47 GMT",
"version": "v1"
}
] | 2009-03-10 | [
[
"Crista",
"Ovidiu",
""
],
[
"Karnyanszky",
"Tiberiu Marius",
""
]
] | The goal of the presented application is to offer a full support for universities in retrieving the feedback from their students with regard to their teachers. This is the main reason we described it in this paper. To build this application the following tools have been used: Microsoft Notepad 5.1 (to make the source f... |
1307.7211 | Giovanni Geraci | Giovanni Geraci, Harpreet S. Dhillon, Jeffrey G. Andrews, Jinhong
Yuan, and Iain B. Collings | Physical Layer Security in Downlink Multi-Antenna Cellular Networks | submitted to IEEE Transactions on Communications, July 2013 | null | 10.1109/TCOMM.2014.2314664 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study physical layer security for the downlink of cellular
networks, where the confidential messages transmitted to each mobile user can
be eavesdropped by both (i) the other users in the same cell and (ii) the users
in the other cells. The locations of base stations and mobile users are modeled
as ... | [
{
"created": "Sat, 27 Jul 2013 02:42:14 GMT",
"version": "v1"
}
] | 2016-11-15 | [
[
"Geraci",
"Giovanni",
""
],
[
"Dhillon",
"Harpreet S.",
""
],
[
"Andrews",
"Jeffrey G.",
""
],
[
"Yuan",
"Jinhong",
""
],
[
"Collings",
"Iain B.",
""
]
] | In this paper, we study physical layer security for the downlink of cellular networks, where the confidential messages transmitted to each mobile user can be eavesdropped by both (i) the other users in the same cell and (ii) the users in the other cells. The locations of base stations and mobile users are modeled as tw... |
1905.04093 | Estefania Talavera | Estefania Talavera, Nicolai Petkov and Petia Radeva | Towards Unsupervised Familiar Scene Recognition in Egocentric Videos | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Nowadays, there is an upsurge of interest in using lifelogging devices. Such
devices generate huge amounts of image data; consequently, the need for
automatic methods for analyzing and summarizing these data is drastically
increasing. We present a new method for familiar scene recognition in
egocentric videos, based ... | [
{
"created": "Fri, 10 May 2019 11:58:10 GMT",
"version": "v1"
}
] | 2019-05-13 | [
[
"Talavera",
"Estefania",
""
],
[
"Petkov",
"Nicolai",
""
],
[
"Radeva",
"Petia",
""
]
] | Nowadays, there is an upsurge of interest in using lifelogging devices. Such devices generate huge amounts of image data; consequently, the need for automatic methods for analyzing and summarizing these data is drastically increasing. We present a new method for familiar scene recognition in egocentric videos, based on... |
1701.02044 | Abhishek Gupta | Abhishek K. Gupta, Jeffrey G. Andrews, Robert W. Heath Jr | Macro diversity in Cellular Networks with Random Blockages | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Blocking objects (blockages) between a transmitter and receiver cause
wireless communication links to transition from line-of-sight (LOS) to
non-line-of-sight (NLOS) propagation, which can greatly reduce the received
power, particularly at higher frequencies such as millimeter wave (mmWave). We
consider a cellular ne... | [
{
"created": "Mon, 9 Jan 2017 01:17:51 GMT",
"version": "v1"
}
] | 2017-01-10 | [
[
"Gupta",
"Abhishek K.",
""
],
[
"Andrews",
"Jeffrey G.",
""
],
[
"Heath",
"Robert W.",
"Jr"
]
] | Blocking objects (blockages) between a transmitter and receiver cause wireless communication links to transition from line-of-sight (LOS) to non-line-of-sight (NLOS) propagation, which can greatly reduce the received power, particularly at higher frequencies such as millimeter wave (mmWave). We consider a cellular netw... |
2209.10042 | Hyeon Jeon | Hyeon Jeon, Michael Aupetit, DongHwa Shin, Aeri Cho, Seokhyeon Park,
Jinwook Seo | Sanity Check for External Clustering Validation Benchmarks using
Internal Validation Measures | Datasets available on https://github.com/hj-n/labeled-datasets | null | null | null | cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | We address the lack of reliability in benchmarking clustering techniques
based on labeled datasets. A standard scheme in external clustering validation
is to use class labels as ground truth clusters, based on the assumption that
each class forms a single, clearly separated cluster. However, as such
cluster-label mat... | [
{
"created": "Tue, 20 Sep 2022 23:32:18 GMT",
"version": "v1"
}
] | 2022-09-22 | [
[
"Jeon",
"Hyeon",
""
],
[
"Aupetit",
"Michael",
""
],
[
"Shin",
"DongHwa",
""
],
[
"Cho",
"Aeri",
""
],
[
"Park",
"Seokhyeon",
""
],
[
"Seo",
"Jinwook",
""
]
] | We address the lack of reliability in benchmarking clustering techniques based on labeled datasets. A standard scheme in external clustering validation is to use class labels as ground truth clusters, based on the assumption that each class forms a single, clearly separated cluster. However, as such cluster-label match... |
2110.01616 | Vikram Ramesh | Vikram Ramesh, Vighnesh Natarajan and Anil Prabhakar | A spatial-photonic Ising machine to solve the two-way
number-partitioning problem | null | null | null | null | cs.ET physics.optics | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We evaluate the performance of different algorithms in minimizing the
Hamiltonian of a spatial-photonic Ising machine (SPIM). We then encode the
number-partitioning problem on the SPIM and adiabatically arrive at good
solutions for the problem for over 16000 spins, with a time complexity that
only scales linearly wit... | [
{
"created": "Sun, 3 Oct 2021 22:00:58 GMT",
"version": "v1"
}
] | 2021-10-06 | [
[
"Ramesh",
"Vikram",
""
],
[
"Natarajan",
"Vighnesh",
""
],
[
"Prabhakar",
"Anil",
""
]
] | We evaluate the performance of different algorithms in minimizing the Hamiltonian of a spatial-photonic Ising machine (SPIM). We then encode the number-partitioning problem on the SPIM and adiabatically arrive at good solutions for the problem for over 16000 spins, with a time complexity that only scales linearly with ... |
2007.10934 | Sujit P B Dr | Sarthak Bhagat and Sujit PB | UAV Target Tracking in Urban Environments Using Deep Reinforcement
Learning | null | null | null | null | cs.RO cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Persistent target tracking in urban environments using UAV is a difficult
task due to the limited field of view, visibility obstruction from obstacles
and uncertain target motion. The vehicle needs to plan intelligently in 3D such
that the target visibility is maximized. In this paper, we introduce Target
Following D... | [
{
"created": "Tue, 21 Jul 2020 16:52:48 GMT",
"version": "v1"
}
] | 2020-07-22 | [
[
"Bhagat",
"Sarthak",
""
],
[
"PB",
"Sujit",
""
]
] | Persistent target tracking in urban environments using UAV is a difficult task due to the limited field of view, visibility obstruction from obstacles and uncertain target motion. The vehicle needs to plan intelligently in 3D such that the target visibility is maximized. In this paper, we introduce Target Following DQN... |
2009.12046 | Lei Shu | Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gokhan Tur, Hu Xu,
Zhaleh Feizollahi, Bing Liu, Piero Molino | Controllable Text Generation with Focused Variation | null | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This work introduces Focused-Variation Network (FVN), a novel model to
control language generation. The main problems in previous controlled language
generation models range from the difficulty of generating text according to the
given attributes, to the lack of diversity of the generated texts. FVN
addresses these i... | [
{
"created": "Fri, 25 Sep 2020 06:31:06 GMT",
"version": "v1"
}
] | 2020-09-28 | [
[
"Shu",
"Lei",
""
],
[
"Papangelis",
"Alexandros",
""
],
[
"Wang",
"Yi-Chia",
""
],
[
"Tur",
"Gokhan",
""
],
[
"Xu",
"Hu",
""
],
[
"Feizollahi",
"Zhaleh",
""
],
[
"Liu",
"Bing",
""
],
[
"Molino",
... | This work introduces Focused-Variation Network (FVN), a novel model to control language generation. The main problems in previous controlled language generation models range from the difficulty of generating text according to the given attributes, to the lack of diversity of the generated texts. FVN addresses these iss... |
2407.16200 | Milan Tomy | Milan Tomy, Konstantin M. Seiler, Andrew J. Hill | MCTS Based Dispatch of Autonomous Vehicles under Operational Constraints
for Continuous Transportation | International Conference on Automation Science and Engineering
(CASE), 2024 | null | null | null | cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Continuous transportation of material in the mining industry is achieved by
the dispatch of autonomous haul-trucks with discrete haulage capacities.
Recently, Monte Carlo Tree Search (MCTS) was successfully deployed in tackling
challenges of long-run optimality, scalability and adaptability in haul-truck
dispatch. Ty... | [
{
"created": "Tue, 23 Jul 2024 06:06:16 GMT",
"version": "v1"
}
] | 2024-07-24 | [
[
"Tomy",
"Milan",
""
],
[
"Seiler",
"Konstantin M.",
""
],
[
"Hill",
"Andrew J.",
""
]
] | Continuous transportation of material in the mining industry is achieved by the dispatch of autonomous haul-trucks with discrete haulage capacities. Recently, Monte Carlo Tree Search (MCTS) was successfully deployed in tackling challenges of long-run optimality, scalability and adaptability in haul-truck dispatch. Typi... |
2404.06139 | Pengfei Zhou | Pengfei Zhou, Fangxiang Feng, Xiaojie Wang | DiffHarmony: Latent Diffusion Model Meets Image Harmonization | Accepted by ICMR 2024 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Image harmonization, which involves adjusting the foreground of a composite
image to attain a unified visual consistency with the background, can be
conceptualized as an image-to-image translation task. Diffusion models have
recently promoted the rapid development of image-to-image translation tasks .
However, traini... | [
{
"created": "Tue, 9 Apr 2024 09:05:23 GMT",
"version": "v1"
}
] | 2024-04-10 | [
[
"Zhou",
"Pengfei",
""
],
[
"Feng",
"Fangxiang",
""
],
[
"Wang",
"Xiaojie",
""
]
] | Image harmonization, which involves adjusting the foreground of a composite image to attain a unified visual consistency with the background, can be conceptualized as an image-to-image translation task. Diffusion models have recently promoted the rapid development of image-to-image translation tasks . However, training... |
2212.08817 | Jun-Gi Jang | Jun-Gi Jang, Sooyeon Shim, Vladimir Egay, Jeeyong Lee, Jongmin Park,
Suhyun Chae, U Kang | Accurate Open-set Recognition for Memory Workload | 15 pages, 5 figures | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | How can we accurately identify new memory workloads while classifying known
memory workloads? Verifying DRAM (Dynamic Random Access Memory) using various
workloads is an important task to guarantee the quality of DRAM. A crucial
component in the process is open-set recognition which aims to detect new
workloads not s... | [
{
"created": "Sat, 17 Dec 2022 07:37:40 GMT",
"version": "v1"
}
] | 2022-12-20 | [
[
"Jang",
"Jun-Gi",
""
],
[
"Shim",
"Sooyeon",
""
],
[
"Egay",
"Vladimir",
""
],
[
"Lee",
"Jeeyong",
""
],
[
"Park",
"Jongmin",
""
],
[
"Chae",
"Suhyun",
""
],
[
"Kang",
"U",
""
]
] | How can we accurately identify new memory workloads while classifying known memory workloads? Verifying DRAM (Dynamic Random Access Memory) using various workloads is an important task to guarantee the quality of DRAM. A crucial component in the process is open-set recognition which aims to detect new workloads not see... |
2402.18698 | Ziyun Yang | Ziyun Yang, Kevin Choy, and Sina Farsiu | Spatial Coherence Loss: All Objects Matter in Salient and Camouflaged
Object Detection | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Generic object detection is a category-independent task that relies on
accurate modeling of objectness. We show that for accurate semantic analysis,
the network needs to learn all object-level predictions that appear at any
stage of learning, including the pre-defined ground truth (GT) objects and the
ambiguous decoy... | [
{
"created": "Wed, 28 Feb 2024 20:27:49 GMT",
"version": "v1"
},
{
"created": "Tue, 16 Jul 2024 20:23:30 GMT",
"version": "v2"
}
] | 2024-07-18 | [
[
"Yang",
"Ziyun",
""
],
[
"Choy",
"Kevin",
""
],
[
"Farsiu",
"Sina",
""
]
] | Generic object detection is a category-independent task that relies on accurate modeling of objectness. We show that for accurate semantic analysis, the network needs to learn all object-level predictions that appear at any stage of learning, including the pre-defined ground truth (GT) objects and the ambiguous decoy o... |
1504.01218 | Mohammad Shahedul Karim | Mohammad S. Karim, Parastoo Sadeghi, Sameh Sorour, Neda Aboutorab | Instantly Decodable Network Coding for Real-Time Scalable Video
Broadcast over Wireless Networks | null | null | 10.1186/s13634-015-0299-6 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study a real-time scalable video broadcast over wireless
networks in instantly decodable network coded (IDNC) systems. Such real-time
scalable video has a hard deadline and imposes a decoding order on the video
layers.We first derive the upper bound on the probability that the individual
completion ... | [
{
"created": "Mon, 6 Apr 2015 07:14:46 GMT",
"version": "v1"
}
] | 2016-02-17 | [
[
"Karim",
"Mohammad S.",
""
],
[
"Sadeghi",
"Parastoo",
""
],
[
"Sorour",
"Sameh",
""
],
[
"Aboutorab",
"Neda",
""
]
] | In this paper, we study a real-time scalable video broadcast over wireless networks in instantly decodable network coded (IDNC) systems. Such real-time scalable video has a hard deadline and imposes a decoding order on the video layers.We first derive the upper bound on the probability that the individual completion ti... |
2209.01755 | Atsushi Kawamoto | Yuki Sato, Teppei Deguchi, Tsuyoshi Nomura and Atsushi Kawamoto | Free material optimization of thermal conductivity tensors with
asymmetric components | 12 pages, 9 figures | null | null | null | cs.CE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Free Material Optimization (FMO), a branch of topology optimization, in which
the design variables are the full constitutive tensors, can provide the most
general form of the design problems. Considering the microstructure composed of
isotropic materials, the constitutive tensors are yet positive definite and
symmetr... | [
{
"created": "Mon, 5 Sep 2022 04:20:58 GMT",
"version": "v1"
}
] | 2022-09-07 | [
[
"Sato",
"Yuki",
""
],
[
"Deguchi",
"Teppei",
""
],
[
"Nomura",
"Tsuyoshi",
""
],
[
"Kawamoto",
"Atsushi",
""
]
] | Free Material Optimization (FMO), a branch of topology optimization, in which the design variables are the full constitutive tensors, can provide the most general form of the design problems. Considering the microstructure composed of isotropic materials, the constitutive tensors are yet positive definite and symmetric... |
1811.02062 | Xuankai Chang | Xuankai Chang and Yanmin Qian and Kai Yu and Shinji Watanabe | End-to-End Monaural Multi-speaker ASR System without Pretraining | submitted to ICASSP2019 | null | null | null | cs.CL cs.SD eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recently, end-to-end models have become a popular approach as an alternative
to traditional hybrid models in automatic speech recognition (ASR). The
multi-speaker speech separation and recognition task is a central task in
cocktail party problem. In this paper, we present a state-of-the-art monaural
multi-speaker end... | [
{
"created": "Mon, 5 Nov 2018 22:21:51 GMT",
"version": "v1"
}
] | 2018-11-07 | [
[
"Chang",
"Xuankai",
""
],
[
"Qian",
"Yanmin",
""
],
[
"Yu",
"Kai",
""
],
[
"Watanabe",
"Shinji",
""
]
] | Recently, end-to-end models have become a popular approach as an alternative to traditional hybrid models in automatic speech recognition (ASR). The multi-speaker speech separation and recognition task is a central task in cocktail party problem. In this paper, we present a state-of-the-art monaural multi-speaker end-t... |
2104.01355 | Ermin Sakic | Ermin Sakic, Petra Vizarreta, Wolfgang Kellerer | SEER: Performance-Aware Leader Election in Single-Leader Consensus | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Modern stateful web services and distributed SDN controllers rely on log
replication to omit data loss in case of fail-stop failures. In single-leader
execution, the leader replica is responsible for ordering log updates and the
initiation of distributed commits, in order to guarantee log consistency.
Network congest... | [
{
"created": "Sat, 3 Apr 2021 09:15:16 GMT",
"version": "v1"
}
] | 2021-04-06 | [
[
"Sakic",
"Ermin",
""
],
[
"Vizarreta",
"Petra",
""
],
[
"Kellerer",
"Wolfgang",
""
]
] | Modern stateful web services and distributed SDN controllers rely on log replication to omit data loss in case of fail-stop failures. In single-leader execution, the leader replica is responsible for ordering log updates and the initiation of distributed commits, in order to guarantee log consistency. Network congestio... |
1806.03639 | Ali Esswie Dr. | Ali A. Esswie, Octavia A. Dobre, and Salama Ikki | Directional Spatial Channel Estimation For Massive FD-MIMO in Next
Generation 5G Networks | null | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Full-dimensional (FD) channel state information at transmitter (CSIT) has
always been a major limitation of the spectral efficiency of cellular
multi-input multi-output (MIMO) networks. This letter proposes an
FD-directional spatial channel estimation algorithm for frequency division
duplex massive FD-MIMO systems. T... | [
{
"created": "Sun, 10 Jun 2018 12:02:49 GMT",
"version": "v1"
}
] | 2018-06-12 | [
[
"Esswie",
"Ali A.",
""
],
[
"Dobre",
"Octavia A.",
""
],
[
"Ikki",
"Salama",
""
]
] | Full-dimensional (FD) channel state information at transmitter (CSIT) has always been a major limitation of the spectral efficiency of cellular multi-input multi-output (MIMO) networks. This letter proposes an FD-directional spatial channel estimation algorithm for frequency division duplex massive FD-MIMO systems. The... |
1601.02071 | Eduardo Graells-Garrido | Eduardo Graells-Garrido, Mounia Lalmas, Ricardo Baeza-Yates | Sentiment Visualisation Widgets for Exploratory Search | Presented at the Social Personalization Workshop held jointly with
ACM Hypertext 2014. 6 pages | null | null | null | cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes the usage of \emph{visualisation widgets} for exploratory
search with \emph{sentiment} as a facet. Starting from specific design goals
for depiction of ambivalence in sentiment, two visualization widgets were
implemented: \emph{scatter plot} and \emph{parallel coordinates}. Those widgets
were eval... | [
{
"created": "Sat, 9 Jan 2016 03:48:07 GMT",
"version": "v1"
}
] | 2016-01-12 | [
[
"Graells-Garrido",
"Eduardo",
""
],
[
"Lalmas",
"Mounia",
""
],
[
"Baeza-Yates",
"Ricardo",
""
]
] | This paper proposes the usage of \emph{visualisation widgets} for exploratory search with \emph{sentiment} as a facet. Starting from specific design goals for depiction of ambivalence in sentiment, two visualization widgets were implemented: \emph{scatter plot} and \emph{parallel coordinates}. Those widgets were evalua... |
1702.01695 | EPTCS | Dan R Ghica (University of Birmingham), Aliaume Lopez (ENS Cachan) | A Structural and Nominal Syntax for Diagrams | In Proceedings QPL 2017, arXiv:1802.09737 | EPTCS 266, 2018, pp. 71-83 | 10.4204/EPTCS.266.4 | null | cs.PL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The correspondence between monoidal categories and graphical languages of
diagrams has been studied extensively, leading to applications in quantum
computing and communication, systems theory, circuit design and more. From the
categorical perspective, diagrams can be specified using (name-free)
combinators which enjo... | [
{
"created": "Mon, 6 Feb 2017 16:40:00 GMT",
"version": "v1"
},
{
"created": "Fri, 2 Mar 2018 03:45:32 GMT",
"version": "v2"
}
] | 2018-03-05 | [
[
"Ghica",
"Dan R",
"",
"University of Birmingham"
],
[
"Lopez",
"Aliaume",
"",
"ENS Cachan"
]
] | The correspondence between monoidal categories and graphical languages of diagrams has been studied extensively, leading to applications in quantum computing and communication, systems theory, circuit design and more. From the categorical perspective, diagrams can be specified using (name-free) combinators which enjoy ... |
2308.11300 | Thomas O'Connell | Thomas P. O'Connell, Tyler Bonnen, Yoni Friedman, Ayush Tewari, Josh
B. Tenenbaum, Vincent Sitzmann, Nancy Kanwisher | Approaching human 3D shape perception with neurally mappable models | null | null | null | null | cs.CV cs.GT | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Humans effortlessly infer the 3D shape of objects. What computations underlie
this ability? Although various computational models have been proposed, none of
them capture the human ability to match object shape across viewpoints. Here,
we ask whether and how this gap might be closed. We begin with a relatively
novel ... | [
{
"created": "Tue, 22 Aug 2023 09:29:05 GMT",
"version": "v1"
},
{
"created": "Thu, 7 Sep 2023 21:18:15 GMT",
"version": "v2"
}
] | 2023-09-11 | [
[
"O'Connell",
"Thomas P.",
""
],
[
"Bonnen",
"Tyler",
""
],
[
"Friedman",
"Yoni",
""
],
[
"Tewari",
"Ayush",
""
],
[
"Tenenbaum",
"Josh B.",
""
],
[
"Sitzmann",
"Vincent",
""
],
[
"Kanwisher",
"Nancy",
""
... | Humans effortlessly infer the 3D shape of objects. What computations underlie this ability? Although various computational models have been proposed, none of them capture the human ability to match object shape across viewpoints. Here, we ask whether and how this gap might be closed. We begin with a relatively novel cl... |
1511.04808 | Mengyi Liu | Mengyi Liu, Ruiping Wang, Shiguang Shan, Xilin Chen | Learning Mid-level Words on Riemannian Manifold for Action Recognition | 10 pages | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Human action recognition remains a challenging task due to the various
sources of video data and large intra-class variations. It thus becomes one of
the key issues in recent research to explore effective and robust
representation to handle such challenges. In this paper, we propose a novel
representation approach by... | [
{
"created": "Mon, 16 Nov 2015 03:18:06 GMT",
"version": "v1"
}
] | 2015-11-17 | [
[
"Liu",
"Mengyi",
""
],
[
"Wang",
"Ruiping",
""
],
[
"Shan",
"Shiguang",
""
],
[
"Chen",
"Xilin",
""
]
] | Human action recognition remains a challenging task due to the various sources of video data and large intra-class variations. It thus becomes one of the key issues in recent research to explore effective and robust representation to handle such challenges. In this paper, we propose a novel representation approach by c... |
2407.08227 | Joaquim Jorge | Chihcheng Hsieh, Catarina Moreira, Isabel Blanco Nobre, Sandra Costa
Sousa, Chun Ouyang, Margot Brereton, Joaquim Jorge and Jacinto C. Nascimento | DALL-M: Context-Aware Clinical Data Augmentation with LLMs | we introduce a pioneering approach to clinical data augmentation that
employs large language models (LLMs) to generate patient contextual synthetic
data. It preserves the integrity of real patient data while enriching the
dataset with contextually relevant synthetic features, significantly
enhancing model perfo... | null | null | null | cs.AI cs.IR cs.LG | http://creativecommons.org/licenses/by/4.0/ | X-ray images are vital in medical diagnostics, but their effectiveness is
limited without clinical context. Radiologists often find chest X-rays
insufficient for diagnosing underlying diseases, necessitating comprehensive
clinical features and data integration. We present a novel technique to enhance
the clinical con... | [
{
"created": "Thu, 11 Jul 2024 07:01:50 GMT",
"version": "v1"
}
] | 2024-07-12 | [
[
"Hsieh",
"Chihcheng",
""
],
[
"Moreira",
"Catarina",
""
],
[
"Nobre",
"Isabel Blanco",
""
],
[
"Sousa",
"Sandra Costa",
""
],
[
"Ouyang",
"Chun",
""
],
[
"Brereton",
"Margot",
""
],
[
"Jorge",
"Joaquim",
""... | X-ray images are vital in medical diagnostics, but their effectiveness is limited without clinical context. Radiologists often find chest X-rays insufficient for diagnosing underlying diseases, necessitating comprehensive clinical features and data integration. We present a novel technique to enhance the clinical conte... |
2204.10245 | Ping Li | Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li | SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in
the Entity Space | null | null | null | null | cs.CL | http://creativecommons.org/licenses/by/4.0/ | Translation distance based knowledge graph embedding (KGE) methods, such as
TransE and RotatE, model the relation in knowledge graphs as translation or
rotation in the vector space. Both translation and rotation are injective; that
is, the translation or rotation of different vectors results in different
results. In ... | [
{
"created": "Thu, 21 Apr 2022 16:26:20 GMT",
"version": "v1"
}
] | 2022-04-22 | [
[
"Yu",
"Jinxing",
""
],
[
"Cai",
"Yunfeng",
""
],
[
"Sun",
"Mingming",
""
],
[
"Li",
"Ping",
""
]
] | Translation distance based knowledge graph embedding (KGE) methods, such as TransE and RotatE, model the relation in knowledge graphs as translation or rotation in the vector space. Both translation and rotation are injective; that is, the translation or rotation of different vectors results in different results. In kn... |
2207.13988 | Matej Ul\v{c}ar | Matej Ul\v{c}ar, Marko Robnik-\v{S}ikonja | Sequence to sequence pretraining for a less-resourced Slovenian language | 19 pages | null | null | null | cs.CL | http://creativecommons.org/licenses/by-sa/4.0/ | Large pretrained language models have recently conquered the area of natural
language processing. As an alternative to predominant masked language modelling
introduced in BERT, the T5 model has introduced a more general training
objective, namely sequence to sequence transformation, which includes masked
language mod... | [
{
"created": "Thu, 28 Jul 2022 10:08:50 GMT",
"version": "v1"
},
{
"created": "Mon, 2 Jan 2023 15:57:04 GMT",
"version": "v2"
}
] | 2023-01-03 | [
[
"Ulčar",
"Matej",
""
],
[
"Robnik-Šikonja",
"Marko",
""
]
] | Large pretrained language models have recently conquered the area of natural language processing. As an alternative to predominant masked language modelling introduced in BERT, the T5 model has introduced a more general training objective, namely sequence to sequence transformation, which includes masked language model... |
1408.2034 | Vicenc Gomez | Vicenc Gomez, Hilbert Kappen, Michael Chertkov | Approximate inference on planar graphs using Loop Calculus and Belief
Propagation | Appears in Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence (UAI2009) | null | null | UAI-P-2009-PG-195-202 | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We introduce novel results for approximate inference on planar graphical
models using the loop calculus framework. The loop calculus (Chertkov and
Chernyak, 2006b) allows to express the exact partition function Z of a
graphical model as a finite sum of terms that can be evaluated once the belief
propagation (BP) solu... | [
{
"created": "Sat, 9 Aug 2014 05:28:26 GMT",
"version": "v1"
}
] | 2014-08-12 | [
[
"Gomez",
"Vicenc",
""
],
[
"Kappen",
"Hilbert",
""
],
[
"Chertkov",
"Michael",
""
]
] | We introduce novel results for approximate inference on planar graphical models using the loop calculus framework. The loop calculus (Chertkov and Chernyak, 2006b) allows to express the exact partition function Z of a graphical model as a finite sum of terms that can be evaluated once the belief propagation (BP) soluti... |
0904.0313 | Petar Kormushev | Petar Kormushev | Visual approach for data mining on medical information databases using
Fastmap algorithm | Master's Thesis in Bio- and Medical Informatics, 76 pages, in
Bulgarian. Submitted to Faculty of Mathematics and Informatics, Sofia
University, 2006 | null | null | null | cs.IR cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The rapid development of tools for acquisition and storage of information has
lead to the formation of enormous medical databases. The large quantity of data
definitely surpasses the abilities of humans for efficient usage without
specialized tools for analysis. The situation is described as rich in data, but
poor in... | [
{
"created": "Thu, 2 Apr 2009 06:14:42 GMT",
"version": "v1"
}
] | 2009-04-03 | [
[
"Kormushev",
"Petar",
""
]
] | The rapid development of tools for acquisition and storage of information has lead to the formation of enormous medical databases. The large quantity of data definitely surpasses the abilities of humans for efficient usage without specialized tools for analysis. The situation is described as rich in data, but poor in i... |
2307.09642 | Wei-Lun Huang | Wei-Lun Huang, Davood Tashayyod, Jun Kang, Amir Gandjbakhche, Michael
Kazhdan, Mehran Armand | Skin Lesion Correspondence Localization in Total Body Photography | MICCAI-2023 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Longitudinal tracking of skin lesions - finding correspondence, changes in
morphology, and texture - is beneficial to the early detection of melanoma.
However, it has not been well investigated in the context of full-body imaging.
We propose a novel framework combining geometric and texture information to
localize sk... | [
{
"created": "Tue, 18 Jul 2023 21:10:59 GMT",
"version": "v1"
},
{
"created": "Tue, 22 Aug 2023 17:19:34 GMT",
"version": "v2"
}
] | 2023-08-23 | [
[
"Huang",
"Wei-Lun",
""
],
[
"Tashayyod",
"Davood",
""
],
[
"Kang",
"Jun",
""
],
[
"Gandjbakhche",
"Amir",
""
],
[
"Kazhdan",
"Michael",
""
],
[
"Armand",
"Mehran",
""
]
] | Longitudinal tracking of skin lesions - finding correspondence, changes in morphology, and texture - is beneficial to the early detection of melanoma. However, it has not been well investigated in the context of full-body imaging. We propose a novel framework combining geometric and texture information to localize skin... |
1810.06659 | Yifan Wang | Yifan Wang, Shaoshan Liu, Xiaopei Wu, Weisong Shi | CAVBench: A Benchmark Suite for Connected and Autonomous Vehicles | 13 pages, The Third ACM/IEEE Symposium on Edge Computing 2018 SEC | null | null | null | cs.DC cs.PF | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Connected and autonomous vehicles (CAVs) have recently attracted a
significant amount of attention both from researchers and industry. Numerous
studies targeting algorithms, software frameworks, and applications on the CAVs
scenario have emerged. Meanwhile, several pioneer efforts have focused on the
edge computing s... | [
{
"created": "Mon, 15 Oct 2018 20:07:33 GMT",
"version": "v1"
}
] | 2018-10-17 | [
[
"Wang",
"Yifan",
""
],
[
"Liu",
"Shaoshan",
""
],
[
"Wu",
"Xiaopei",
""
],
[
"Shi",
"Weisong",
""
]
] | Connected and autonomous vehicles (CAVs) have recently attracted a significant amount of attention both from researchers and industry. Numerous studies targeting algorithms, software frameworks, and applications on the CAVs scenario have emerged. Meanwhile, several pioneer efforts have focused on the edge computing sys... |
1801.05086 | Hung La | Huy X. Pham, Hung M. La, David Feil-Seifer, Luan V. Nguyen | Autonomous UAV Navigation Using Reinforcement Learning | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Unmanned aerial vehicles (UAV) are commonly used for missions in unknown
environments, where an exact mathematical model of the environment may not be
available. This paper provides a framework for using reinforcement learning to
allow the UAV to navigate successfully in such environments. We conducted our
simulation... | [
{
"created": "Tue, 16 Jan 2018 01:14:12 GMT",
"version": "v1"
}
] | 2018-01-17 | [
[
"Pham",
"Huy X.",
""
],
[
"La",
"Hung M.",
""
],
[
"Feil-Seifer",
"David",
""
],
[
"Nguyen",
"Luan V.",
""
]
] | Unmanned aerial vehicles (UAV) are commonly used for missions in unknown environments, where an exact mathematical model of the environment may not be available. This paper provides a framework for using reinforcement learning to allow the UAV to navigate successfully in such environments. We conducted our simulation a... |
1910.04392 | Yonglin Tian | Yonglin Tian, Kunfeng Wang, Yuang Wang, Yulin Tian, Zilei Wang,
Fei-Yue Wang | Adaptive and Azimuth-Aware Fusion Network of Multimodal Local Features
for 3D Object Detection | Accepted by Neurocomputing | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper focuses on the construction of stronger local features and the
effective fusion of image and LiDAR data. We adopt different modalities of
LiDAR data to generate richer features and present an adaptive and
azimuth-aware network to aggregate local features from image, bird's eye view
maps and point cloud. Ou... | [
{
"created": "Thu, 10 Oct 2019 07:07:01 GMT",
"version": "v1"
},
{
"created": "Wed, 3 Jun 2020 10:13:08 GMT",
"version": "v2"
}
] | 2020-06-04 | [
[
"Tian",
"Yonglin",
""
],
[
"Wang",
"Kunfeng",
""
],
[
"Wang",
"Yuang",
""
],
[
"Tian",
"Yulin",
""
],
[
"Wang",
"Zilei",
""
],
[
"Wang",
"Fei-Yue",
""
]
] | This paper focuses on the construction of stronger local features and the effective fusion of image and LiDAR data. We adopt different modalities of LiDAR data to generate richer features and present an adaptive and azimuth-aware network to aggregate local features from image, bird's eye view maps and point cloud. Our ... |
cs/0003022 | Horacio Arlo-Costa | Horacio Arlo-Costa | Hypothetical revision and matter-of-fact supposition | 9 pages. Presented at the Special Session on Belief change: theory
and practice of the 8th Intl. Workshop on Non-Monotonic Reasoning NMR'2000 | null | null | null | cs.AI cs.CL | null | The paper studies the notion of supposition encoded in non-Archimedean
conditional probability (and revealed in the acceptance of the so-called
indicative conditionals). The notion of qualitative change of view that thus
arises is axiomatized and compared with standard notions like AGM and UPDATE.
Applications in the... | [
{
"created": "Wed, 8 Mar 2000 16:06:58 GMT",
"version": "v1"
}
] | 2007-05-23 | [
[
"Arlo-Costa",
"Horacio",
""
]
] | The paper studies the notion of supposition encoded in non-Archimedean conditional probability (and revealed in the acceptance of the so-called indicative conditionals). The notion of qualitative change of view that thus arises is axiomatized and compared with standard notions like AGM and UPDATE. Applications in the f... |
1902.10191 | Jie Chen | Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro
Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson | EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | AAAI 2020. The code is available at https://github.com/IBM/EvolveGCN | null | null | null | cs.LG cs.SI stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Graph representation learning resurges as a trending research subject owing
to the widespread use of deep learning for Euclidean data, which inspire
various creative designs of neural networks in the non-Euclidean domain,
particularly graphs. With the success of these graph neural networks (GNN) in
the static setting... | [
{
"created": "Tue, 26 Feb 2019 20:07:34 GMT",
"version": "v1"
},
{
"created": "Sun, 8 Sep 2019 03:33:46 GMT",
"version": "v2"
},
{
"created": "Mon, 18 Nov 2019 18:42:50 GMT",
"version": "v3"
}
] | 2019-11-19 | [
[
"Pareja",
"Aldo",
""
],
[
"Domeniconi",
"Giacomo",
""
],
[
"Chen",
"Jie",
""
],
[
"Ma",
"Tengfei",
""
],
[
"Suzumura",
"Toyotaro",
""
],
[
"Kanezashi",
"Hiroki",
""
],
[
"Kaler",
"Tim",
""
],
[
"Sch... | Graph representation learning resurges as a trending research subject owing to the widespread use of deep learning for Euclidean data, which inspire various creative designs of neural networks in the non-Euclidean domain, particularly graphs. With the success of these graph neural networks (GNN) in the static setting, ... |
1808.07198 | Wei Li | Min Chen, Wei Li, Giancarlo Fortino, Yixue Hao, Long Hu, and Iztok
Humar | A Dynamic Service-Migration Mechanism in Edge Cognitive Computing | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Driven by the vision of edge computing and the success of rich cognitive
services based on artificial intelligence, a new computing paradigm, edge
cognitive computing (ECC), is a promising approach that applies cognitive
computing at the edge of the network. ECC has the potential to provide the
cognition of users and... | [
{
"created": "Wed, 22 Aug 2018 03:07:27 GMT",
"version": "v1"
}
] | 2018-08-23 | [
[
"Chen",
"Min",
""
],
[
"Li",
"Wei",
""
],
[
"Fortino",
"Giancarlo",
""
],
[
"Hao",
"Yixue",
""
],
[
"Hu",
"Long",
""
],
[
"Humar",
"Iztok",
""
]
] | Driven by the vision of edge computing and the success of rich cognitive services based on artificial intelligence, a new computing paradigm, edge cognitive computing (ECC), is a promising approach that applies cognitive computing at the edge of the network. ECC has the potential to provide the cognition of users and n... |
2209.06257 | Teddy Lazebnik Dr. | Liron Simon Keren, Alex Liberzon, Teddy Lazebnik | A computational framework for physics-informed symbolic regression with
straightforward integration of domain knowledge | null | Sci Rep 13, 1249 (2023) | 10.1038/s41598-023-28328-2 | null | cs.LG cs.CE cs.HC cs.IR | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Discovering a meaningful symbolic expression that explains experimental data
is a fundamental challenge in many scientific fields. We present a novel,
open-source computational framework called Scientist-Machine Equation Detector
(SciMED), which integrates scientific discipline wisdom in a
scientist-in-the-loop appro... | [
{
"created": "Tue, 13 Sep 2022 18:31:23 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Dec 2022 04:54:11 GMT",
"version": "v2"
},
{
"created": "Mon, 23 Jan 2023 19:10:13 GMT",
"version": "v3"
}
] | 2023-03-02 | [
[
"Keren",
"Liron Simon",
""
],
[
"Liberzon",
"Alex",
""
],
[
"Lazebnik",
"Teddy",
""
]
] | Discovering a meaningful symbolic expression that explains experimental data is a fundamental challenge in many scientific fields. We present a novel, open-source computational framework called Scientist-Machine Equation Detector (SciMED), which integrates scientific discipline wisdom in a scientist-in-the-loop approac... |
1902.04694 | Thomas Gabor | Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter,
Cornel Klein, Horst Sauer, Reiner Schmid, Jan Wieghardt | Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution
Paradigm | 17 pages, published at ISOLA 2018 | International Symposium on Leveraging Applications of Formal
Methods (ISOLA). Springer, 2018 | 10.1007/978-3-030-03424-5_10 | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | From formal and practical analysis, we identify new challenges that
self-adaptive systems pose to the process of quality assurance. When tackling
these, the effort spent on various tasks in the process of software engineering
is naturally re-distributed. We claim that all steps related to testing need to
become self-... | [
{
"created": "Wed, 13 Feb 2019 01:27:18 GMT",
"version": "v1"
}
] | 2019-02-14 | [
[
"Gabor",
"Thomas",
""
],
[
"Kiermeier",
"Marie",
""
],
[
"Sedlmeier",
"Andreas",
""
],
[
"Kempter",
"Bernhard",
""
],
[
"Klein",
"Cornel",
""
],
[
"Sauer",
"Horst",
""
],
[
"Schmid",
"Reiner",
""
],
[
... | From formal and practical analysis, we identify new challenges that self-adaptive systems pose to the process of quality assurance. When tackling these, the effort spent on various tasks in the process of software engineering is naturally re-distributed. We claim that all steps related to testing need to become self-ad... |
1907.06853 | Wenqi Fan | Wenqi Fan, Yao Ma, Dawei Yin, Jianping Wang, Jiliang Tang, Qing Li | Deep Social Collaborative Filtering | Accepted by 13th ACM Conference on Recommender Systems (RecSys 2019,
Long Paper) | null | null | null | cs.IR cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Recommender systems are crucial to alleviate the information overload problem
in online worlds. Most of the modern recommender systems capture users'
preference towards items via their interactions based on collaborative
filtering techniques. In addition to the user-item interactions, social
networks can also provide... | [
{
"created": "Tue, 16 Jul 2019 06:05:29 GMT",
"version": "v1"
}
] | 2019-07-17 | [
[
"Fan",
"Wenqi",
""
],
[
"Ma",
"Yao",
""
],
[
"Yin",
"Dawei",
""
],
[
"Wang",
"Jianping",
""
],
[
"Tang",
"Jiliang",
""
],
[
"Li",
"Qing",
""
]
] | Recommender systems are crucial to alleviate the information overload problem in online worlds. Most of the modern recommender systems capture users' preference towards items via their interactions based on collaborative filtering techniques. In addition to the user-item interactions, social networks can also provide u... |
1608.05864 | Ahmad Masoud Dr | Ahmad A. Masoud | A Hybrid, PDE-ODE Control Strategy for Intercepting an Intelligent,
well-informed Target in a Stationary, Cluttered Environment | 22 pages, 20 figures, Journal paper | Applied Mathematical Sciences, HIKARI Ltd, Vol. 1, 2007, No. 48,
2345-2371 | null | null | cs.RO cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In [1,2] a new class of intelligent controllers that can semantically embed
an agent in a spatial context constraining its behavior in a goal-oriented
manner was suggested. A controller of such a class can guide an agent in a
stationary unknown environment to a fixed target zone along an obstacle-free
trajectory. Her... | [
{
"created": "Sat, 20 Aug 2016 19:02:19 GMT",
"version": "v1"
}
] | 2016-08-23 | [
[
"Masoud",
"Ahmad A.",
""
]
] | In [1,2] a new class of intelligent controllers that can semantically embed an agent in a spatial context constraining its behavior in a goal-oriented manner was suggested. A controller of such a class can guide an agent in a stationary unknown environment to a fixed target zone along an obstacle-free trajectory. Here,... |
1202.4406 | Oleg Verbitsky | Johannes K\"obler, Sebastian Kuhnert, Oleg Verbitsky | Solving the Canonical Representation and Star System Problems for Proper
Circular-Arc Graphs in Log-Space | 19 pages, 3 figures, major revision | null | null | null | cs.CC cs.DM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a logspace algorithm that constructs a canonical intersection
model for a given proper circular-arc graph, where `canonical' means that
models of isomorphic graphs are equal. This implies that the recognition and
the isomorphism problems for this class of graphs are solvable in logspace. For
a broader clas... | [
{
"created": "Mon, 20 Feb 2012 18:06:08 GMT",
"version": "v1"
},
{
"created": "Wed, 7 Mar 2012 10:05:17 GMT",
"version": "v2"
},
{
"created": "Thu, 15 Mar 2012 09:23:07 GMT",
"version": "v3"
},
{
"created": "Tue, 8 May 2012 08:07:27 GMT",
"version": "v4"
},
{
"cre... | 2013-12-06 | [
[
"Köbler",
"Johannes",
""
],
[
"Kuhnert",
"Sebastian",
""
],
[
"Verbitsky",
"Oleg",
""
]
] | We present a logspace algorithm that constructs a canonical intersection model for a given proper circular-arc graph, where `canonical' means that models of isomorphic graphs are equal. This implies that the recognition and the isomorphism problems for this class of graphs are solvable in logspace. For a broader class ... |
1908.03176 | Sobhan Soleymani | Sobhan Soleymani, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi | Defending Against Adversarial Iris Examples Using Wavelet Decomposition | The Tenth IEEE International Conference on Biometrics: Theory,
Applications, and Systems (BTAS 2019) | null | null | null | cs.CV cs.LG eess.IV stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks have presented impressive performance in biometric
applications. However, their performance is highly at risk when facing
carefully crafted input samples known as adversarial examples. In this paper,
we present three defense strategies to detect adversarial iris examples. These
defense strategies... | [
{
"created": "Thu, 8 Aug 2019 17:08:25 GMT",
"version": "v1"
}
] | 2019-08-09 | [
[
"Soleymani",
"Sobhan",
""
],
[
"Dabouei",
"Ali",
""
],
[
"Dawson",
"Jeremy",
""
],
[
"Nasrabadi",
"Nasser M.",
""
]
] | Deep neural networks have presented impressive performance in biometric applications. However, their performance is highly at risk when facing carefully crafted input samples known as adversarial examples. In this paper, we present three defense strategies to detect adversarial iris examples. These defense strategies a... |
1707.01344 | Wen Chean Teh | Wen Chean Teh | Compositions of Functions and Permutations Specified by Minimal Reaction
Systems | 10 pages, preprint | null | null | null | cs.FL math.CO q-bio.MN | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper studies mathematical properties of reaction systems that was
introduced by Enrenfeucht and Rozenberg as computational models inspired by
biochemical reaction in the living cells. In particular, we continue the study
on the generative power of functions specified by minimal reaction systems
under compositio... | [
{
"created": "Tue, 4 Jul 2017 02:53:52 GMT",
"version": "v1"
}
] | 2017-07-06 | [
[
"Teh",
"Wen Chean",
""
]
] | This paper studies mathematical properties of reaction systems that was introduced by Enrenfeucht and Rozenberg as computational models inspired by biochemical reaction in the living cells. In particular, we continue the study on the generative power of functions specified by minimal reaction systems under composition ... |
1811.00839 | Jiankai Sun | Jiankai Sun, Bortik Bandyopadhyay, Armin Bashizade, Jiongqian Liang,
P. Sadayappan and Srinivasan Parthasarathy | ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation | has been accepted to the Thirty-Third AAAI Conference on Artificial
Intelligence (AAAI 2019), acceptance rate: 1150/7095 = 16.2% | null | null | null | cs.AI cs.IR cs.LG cs.SI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Directed graphs have been widely used in Community Question Answering
services (CQAs) to model asymmetric relationships among different types of
nodes in CQA graphs, e.g., question, answer, user. Asymmetric transitivity is
an essential property of directed graphs, since it can play an important role
in downstream gra... | [
{
"created": "Fri, 2 Nov 2018 12:45:16 GMT",
"version": "v1"
},
{
"created": "Tue, 6 Nov 2018 14:25:49 GMT",
"version": "v2"
}
] | 2018-11-07 | [
[
"Sun",
"Jiankai",
""
],
[
"Bandyopadhyay",
"Bortik",
""
],
[
"Bashizade",
"Armin",
""
],
[
"Liang",
"Jiongqian",
""
],
[
"Sadayappan",
"P.",
""
],
[
"Parthasarathy",
"Srinivasan",
""
]
] | Directed graphs have been widely used in Community Question Answering services (CQAs) to model asymmetric relationships among different types of nodes in CQA graphs, e.g., question, answer, user. Asymmetric transitivity is an essential property of directed graphs, since it can play an important role in downstream graph... |
1206.1299 | John Sun | John Z. Sun, Vinith Misra and Vivek K Goyal | Distributed Functional Scalar Quantization Simplified | null | IEEE Trans. on Signal Processing, vol. 61, no. 14, pp. 3495-3508,
July 2013 | 10.1109/TSP.2013.2259483 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Distributed functional scalar quantization (DFSQ) theory provides optimality
conditions and predicts performance of data acquisition systems in which a
computation on acquired data is desired. We address two limitations of previous
works: prohibitively expensive decoder design and a restriction to sources with
bounde... | [
{
"created": "Wed, 6 Jun 2012 19:00:45 GMT",
"version": "v1"
}
] | 2015-03-24 | [
[
"Sun",
"John Z.",
""
],
[
"Misra",
"Vinith",
""
],
[
"Goyal",
"Vivek K",
""
]
] | Distributed functional scalar quantization (DFSQ) theory provides optimality conditions and predicts performance of data acquisition systems in which a computation on acquired data is desired. We address two limitations of previous works: prohibitively expensive decoder design and a restriction to sources with bounded ... |
2302.08674 | Tianyi Zheng | Tianyi Zheng | EnfoMax: Domain Entropy and Mutual Information Maximization for Domain
Generalized Face Anti-spoofing | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The face anti-spoofing (FAS) method performs well under intra-domain setups.
However, its cross-domain performance is unsatisfactory. As a result, the
domain generalization (DG) method has gained more attention in FAS. Existing
methods treat FAS as a simple binary classification task and propose a
heuristic training ... | [
{
"created": "Fri, 17 Feb 2023 03:54:18 GMT",
"version": "v1"
},
{
"created": "Sun, 4 Jun 2023 11:28:48 GMT",
"version": "v2"
}
] | 2023-06-06 | [
[
"Zheng",
"Tianyi",
""
]
] | The face anti-spoofing (FAS) method performs well under intra-domain setups. However, its cross-domain performance is unsatisfactory. As a result, the domain generalization (DG) method has gained more attention in FAS. Existing methods treat FAS as a simple binary classification task and propose a heuristic training ob... |
2312.04572 | Feifan Yu | Feifan Yu, Wenyuan Cong, Xinmin Chen, Yue Lin and Jiqiang Wang | Harnessing LSTM for Nonlinear Ship Deck Motion Prediction in UAV
Autonomous Landing amidst High Sea States | 11 pages, 7 figures, accept by ICANDVC2023 | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Autonomous landing of UAVs in high sea states requires the UAV to land
exclusively during the ship deck's "rest period," coinciding with minimal
movement. Given this scenario, determining the ship's "rest period" based on
its movement patterns becomes a fundamental prerequisite for addressing this
challenge. This stu... | [
{
"created": "Wed, 15 Nov 2023 07:29:10 GMT",
"version": "v1"
}
] | 2023-12-11 | [
[
"Yu",
"Feifan",
""
],
[
"Cong",
"Wenyuan",
""
],
[
"Chen",
"Xinmin",
""
],
[
"Lin",
"Yue",
""
],
[
"Wang",
"Jiqiang",
""
]
] | Autonomous landing of UAVs in high sea states requires the UAV to land exclusively during the ship deck's "rest period," coinciding with minimal movement. Given this scenario, determining the ship's "rest period" based on its movement patterns becomes a fundamental prerequisite for addressing this challenge. This study... |
2111.01086 | Stefanie Scherzinger | Stefanie Scherzinger and Andreas Thor | AutoShard -- Declaratively Managing Hot Spot Data Objects in NoSQL
Document Stores | Published at WebDB 2014 | WebDB 2014 | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | NoSQL document stores are becoming increasingly popular as backends in web
development. Not only do they scale out to large volumes of data, many systems
are even custom-tailored for this domain: NoSQL document stores like Google
Cloud Datastore have been designed to support massively parallel reads, and
even guarant... | [
{
"created": "Mon, 1 Nov 2021 16:55:43 GMT",
"version": "v1"
}
] | 2021-11-02 | [
[
"Scherzinger",
"Stefanie",
""
],
[
"Thor",
"Andreas",
""
]
] | NoSQL document stores are becoming increasingly popular as backends in web development. Not only do they scale out to large volumes of data, many systems are even custom-tailored for this domain: NoSQL document stores like Google Cloud Datastore have been designed to support massively parallel reads, and even guarantee... |
2404.18117 | Jing Yang | Jing Yang and Wei Yang | A Basis-preserving Algorithm for Computing the Bezout Matrix of Newton
Polynomials | null | null | null | null | cs.SC cs.NA math.NA | http://creativecommons.org/licenses/by/4.0/ | This paper tackles the problem of constructing Bezout matrices for Newton
polynomials in a basis-preserving approach that operates directly with the
given Newton basis, thus avoiding the need for transformation from Newton basis
to monomial basis. This approach significantly reduces the computational cost
and also mi... | [
{
"created": "Sun, 28 Apr 2024 08:54:57 GMT",
"version": "v1"
}
] | 2024-04-30 | [
[
"Yang",
"Jing",
""
],
[
"Yang",
"Wei",
""
]
] | This paper tackles the problem of constructing Bezout matrices for Newton polynomials in a basis-preserving approach that operates directly with the given Newton basis, thus avoiding the need for transformation from Newton basis to monomial basis. This approach significantly reduces the computational cost and also miti... |
2007.10529 | Jinyue Song | Jinyue Song, Tianbo Gu, Zheng Fang, Xiaotao Feng, Yunjie Ge, Hao Fu,
Pengfei Hu, Prasant Mohapatra | Blockchain Meets COVID-19: A Framework for Contact Information Sharing
and Risk Notification System | 11 pages, 7 figures, this work has been accepted by IEEE
International Conference on Mobile Ad-Hoc and Smart Systems (MASS) 2021 | null | null | null | cs.CR cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | COVID-19 is a severe global epidemic in human history. Even though there are
particular medications and vaccines to curb the epidemic, tracing and isolating
the infection source is the best option to slow the virus spread and reduce
infection and death rates. There are three disadvantages to the existing
contact trac... | [
{
"created": "Mon, 20 Jul 2020 23:36:46 GMT",
"version": "v1"
},
{
"created": "Tue, 1 Feb 2022 19:14:55 GMT",
"version": "v2"
}
] | 2022-02-03 | [
[
"Song",
"Jinyue",
""
],
[
"Gu",
"Tianbo",
""
],
[
"Fang",
"Zheng",
""
],
[
"Feng",
"Xiaotao",
""
],
[
"Ge",
"Yunjie",
""
],
[
"Fu",
"Hao",
""
],
[
"Hu",
"Pengfei",
""
],
[
"Mohapatra",
"Prasant"... | COVID-19 is a severe global epidemic in human history. Even though there are particular medications and vaccines to curb the epidemic, tracing and isolating the infection source is the best option to slow the virus spread and reduce infection and death rates. There are three disadvantages to the existing contact tracin... |
1802.02629 | David Minnen | David Minnen, George Toderici, Michele Covell, Troy Chinen, Nick
Johnston, Joel Shor, Sung Jin Hwang, Damien Vincent, Saurabh Singh | Spatially adaptive image compression using a tiled deep network | null | International Conference on Image Processing 2017 | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neural networks represent a powerful class of function approximators
that can learn to compress and reconstruct images. Existing image compression
algorithms based on neural networks learn quantized representations with a
constant spatial bit rate across each image. While entropy coding introduces
some spatial v... | [
{
"created": "Wed, 7 Feb 2018 20:59:39 GMT",
"version": "v1"
}
] | 2018-02-09 | [
[
"Minnen",
"David",
""
],
[
"Toderici",
"George",
""
],
[
"Covell",
"Michele",
""
],
[
"Chinen",
"Troy",
""
],
[
"Johnston",
"Nick",
""
],
[
"Shor",
"Joel",
""
],
[
"Hwang",
"Sung Jin",
""
],
[
"Vinc... | Deep neural networks represent a powerful class of function approximators that can learn to compress and reconstruct images. Existing image compression algorithms based on neural networks learn quantized representations with a constant spatial bit rate across each image. While entropy coding introduces some spatial var... |
1610.08717 | Kashyap Thimmaraju | Kashyap Thimmaraju, Bhargava Shastry, Tobias Fiebig, Felicitas
Hetzelt, Jean-Pierre Seifert, Anja Feldmann, Stefan Schmid | Reins to the Cloud: Compromising Cloud Systems via the Data Plane | null | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Virtual switches have become popular among cloud operating systems to
interconnect virtual machines in a more flexible manner. However, this paper
demonstrates that virtual switches introduce new attack surfaces in cloud
setups, whose effects can be disastrous. Our analysis shows that these
vulnerabilities are caused... | [
{
"created": "Thu, 27 Oct 2016 11:39:47 GMT",
"version": "v1"
},
{
"created": "Fri, 10 Feb 2017 16:24:25 GMT",
"version": "v2"
}
] | 2017-02-13 | [
[
"Thimmaraju",
"Kashyap",
""
],
[
"Shastry",
"Bhargava",
""
],
[
"Fiebig",
"Tobias",
""
],
[
"Hetzelt",
"Felicitas",
""
],
[
"Seifert",
"Jean-Pierre",
""
],
[
"Feldmann",
"Anja",
""
],
[
"Schmid",
"Stefan",
... | Virtual switches have become popular among cloud operating systems to interconnect virtual machines in a more flexible manner. However, this paper demonstrates that virtual switches introduce new attack surfaces in cloud setups, whose effects can be disastrous. Our analysis shows that these vulnerabilities are caused b... |
2403.13843 | Hamza Kheddar | Yassine Habchi, Hamza Kheddar, Yassine Himeur, Abdelkrim Boukabou,
Ammar Chouchane, Abdelmalik Ouamane, Shadi Atalla, Wathiq Mansoor | Machine Learning and Vision Transformers for Thyroid Carcinoma
Diagnosis: A review | null | null | null | null | cs.LG cs.AI eess.IV | http://creativecommons.org/licenses/by/4.0/ | The growing interest in developing smart diagnostic systems to help medical
experts process extensive data for treating incurable diseases has been
notable. In particular, the challenge of identifying thyroid cancer (TC) has
seen progress with the use of machine learning (ML) and big data analysis,
incorporating tran... | [
{
"created": "Sun, 17 Mar 2024 17:45:04 GMT",
"version": "v1"
}
] | 2024-03-22 | [
[
"Habchi",
"Yassine",
""
],
[
"Kheddar",
"Hamza",
""
],
[
"Himeur",
"Yassine",
""
],
[
"Boukabou",
"Abdelkrim",
""
],
[
"Chouchane",
"Ammar",
""
],
[
"Ouamane",
"Abdelmalik",
""
],
[
"Atalla",
"Shadi",
""
... | The growing interest in developing smart diagnostic systems to help medical experts process extensive data for treating incurable diseases has been notable. In particular, the challenge of identifying thyroid cancer (TC) has seen progress with the use of machine learning (ML) and big data analysis, incorporating transf... |
1210.1572 | Hector Zenil | Hector Zenil | Turing Patterns with Turing Machines: Emergence and Low-level Structure
Formation | 27 pages, 14 figures. Forthcoming in Natural Computing | null | null | null | cs.CC nlin.CG nlin.PS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Despite having advanced a reaction-diffusion model of ODE's in his 1952 paper
on morphogenesis, reflecting his interest in mathematical biology, Alan Turing
has never been considered to have approached a definition of Cellular Automata.
However, his treatment of morphogenesis, and in particular a difficulty he
identi... | [
{
"created": "Thu, 4 Oct 2012 19:51:48 GMT",
"version": "v1"
}
] | 2012-10-08 | [
[
"Zenil",
"Hector",
""
]
] | Despite having advanced a reaction-diffusion model of ODE's in his 1952 paper on morphogenesis, reflecting his interest in mathematical biology, Alan Turing has never been considered to have approached a definition of Cellular Automata. However, his treatment of morphogenesis, and in particular a difficulty he identifi... |
2212.14678 | Princy Chahal | Princy Chahal | Exploring Transformer Backbones for Image Diffusion Models | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present an end-to-end Transformer based Latent Diffusion model for image
synthesis. On the ImageNet class conditioned generation task we show that a
Transformer based Latent Diffusion model achieves a 14.1FID which is comparable
to the 13.1FID score of a UNet based architecture. In addition to showing the
applicat... | [
{
"created": "Tue, 27 Dec 2022 07:05:14 GMT",
"version": "v1"
}
] | 2023-01-02 | [
[
"Chahal",
"Princy",
""
]
] | We present an end-to-end Transformer based Latent Diffusion model for image synthesis. On the ImageNet class conditioned generation task we show that a Transformer based Latent Diffusion model achieves a 14.1FID which is comparable to the 13.1FID score of a UNet based architecture. In addition to showing the applicatio... |
1907.08610 | Michael Zhang | Michael R. Zhang, James Lucas, Geoffrey Hinton, Jimmy Ba | Lookahead Optimizer: k steps forward, 1 step back | Accepted to Neural Information Processing Systems 2019. Code
available at: https://github.com/michaelrzhang/lookahead | null | null | null | cs.LG cs.NE stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The vast majority of successful deep neural networks are trained using
variants of stochastic gradient descent (SGD) algorithms. Recent attempts to
improve SGD can be broadly categorized into two approaches: (1) adaptive
learning rate schemes, such as AdaGrad and Adam, and (2) accelerated schemes,
such as heavy-ball ... | [
{
"created": "Fri, 19 Jul 2019 17:59:50 GMT",
"version": "v1"
},
{
"created": "Tue, 3 Dec 2019 15:55:38 GMT",
"version": "v2"
}
] | 2019-12-04 | [
[
"Zhang",
"Michael R.",
""
],
[
"Lucas",
"James",
""
],
[
"Hinton",
"Geoffrey",
""
],
[
"Ba",
"Jimmy",
""
]
] | The vast majority of successful deep neural networks are trained using variants of stochastic gradient descent (SGD) algorithms. Recent attempts to improve SGD can be broadly categorized into two approaches: (1) adaptive learning rate schemes, such as AdaGrad and Adam, and (2) accelerated schemes, such as heavy-ball an... |
2004.14010 | Laura Zabawa | Laura Zabawa, Anna Kicherer, Lasse Klingbeil, Reinhard T\"opfer,
Heiner Kuhlmann, Ribana Roscher | Counting of Grapevine Berries in Images via Semantic Segmentation using
Convolutional Neural Networks | null | Journal of Photogrammetry and Remote Sensing, vol. 164,
pp.73-83,2020 | 10.1016/j.isprsjprs.2020.04.002 | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The extraction of phenotypic traits is often very time and labour intensive.
Especially the investigation in viticulture is restricted to an on-site
analysis due to the perennial nature of grapevine. Traditionally skilled
experts examine small samples and extrapolate the results to a whole plot.
Thereby different gra... | [
{
"created": "Wed, 29 Apr 2020 08:10:19 GMT",
"version": "v1"
}
] | 2020-04-30 | [
[
"Zabawa",
"Laura",
""
],
[
"Kicherer",
"Anna",
""
],
[
"Klingbeil",
"Lasse",
""
],
[
"Töpfer",
"Reinhard",
""
],
[
"Kuhlmann",
"Heiner",
""
],
[
"Roscher",
"Ribana",
""
]
] | The extraction of phenotypic traits is often very time and labour intensive. Especially the investigation in viticulture is restricted to an on-site analysis due to the perennial nature of grapevine. Traditionally skilled experts examine small samples and extrapolate the results to a whole plot. Thereby different grape... |
2311.01423 | Jen-Hao Cheng | Jen-Hao Cheng, Sheng-Yao Kuan, Hugo Latapie, Gaowen Liu, Jenq-Neng
Hwang | CenterRadarNet: Joint 3D Object Detection and Tracking Framework using
4D FMCW Radar | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Robust perception is a vital component for ensuring safe autonomous and
assisted driving. Automotive radar (77 to 81 GHz), which offers
weather-resilient sensing, provides a complementary capability to the vision-
or LiDAR-based autonomous driving systems. Raw radio-frequency (RF) radar
tensors contain rich spatiotem... | [
{
"created": "Thu, 2 Nov 2023 17:36:40 GMT",
"version": "v1"
},
{
"created": "Sat, 4 Nov 2023 21:30:42 GMT",
"version": "v2"
}
] | 2023-11-07 | [
[
"Cheng",
"Jen-Hao",
""
],
[
"Kuan",
"Sheng-Yao",
""
],
[
"Latapie",
"Hugo",
""
],
[
"Liu",
"Gaowen",
""
],
[
"Hwang",
"Jenq-Neng",
""
]
] | Robust perception is a vital component for ensuring safe autonomous and assisted driving. Automotive radar (77 to 81 GHz), which offers weather-resilient sensing, provides a complementary capability to the vision- or LiDAR-based autonomous driving systems. Raw radio-frequency (RF) radar tensors contain rich spatiotempo... |
1603.04726 | Amir Kiperwas | Amir Kiperwas, Daniel Rosenfeld and Yonina C. Eldar | The SPURS Algorithm for Resampling an Irregularly Sampled Signal onto a
Cartesian Grid | 16 pages, 21 figures | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present an algorithm for resampling a function from its values on a
non-Cartesian grid onto a Cartesian grid. This problem arises in many
applications such as MRI, CT, radio astronomy and geophysics. Our algorithm,
termed SParse Uniform ReSampling (SPURS), employs methods from modern sampling
theory to achieve a s... | [
{
"created": "Tue, 15 Mar 2016 15:49:27 GMT",
"version": "v1"
},
{
"created": "Wed, 16 Mar 2016 12:13:01 GMT",
"version": "v2"
}
] | 2016-03-17 | [
[
"Kiperwas",
"Amir",
""
],
[
"Rosenfeld",
"Daniel",
""
],
[
"Eldar",
"Yonina C.",
""
]
] | We present an algorithm for resampling a function from its values on a non-Cartesian grid onto a Cartesian grid. This problem arises in many applications such as MRI, CT, radio astronomy and geophysics. Our algorithm, termed SParse Uniform ReSampling (SPURS), employs methods from modern sampling theory to achieve a sma... |
2212.09219 | Mengying Chen | Mengying Chen, Wannian An, Yang Liu, Chen Dong, Xiaodong Xu, Boxiao
Han, Ping Zhang | Modeling and Performance Analysis of Single-Server Database Over
Quasi-static Rayleigh Fading Channel | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Cloud database is the key technology in cloud computing. The effective and
efficient service quality of the cloud database is inseparable from
communication technology, just as improving communication quality will reduce
the concurrency phenomenon in the ticketing system. In order to visually
observe the impact of co... | [
{
"created": "Mon, 19 Dec 2022 02:44:03 GMT",
"version": "v1"
},
{
"created": "Wed, 21 Dec 2022 03:39:41 GMT",
"version": "v2"
},
{
"created": "Tue, 17 Jan 2023 09:07:16 GMT",
"version": "v3"
}
] | 2023-01-18 | [
[
"Chen",
"Mengying",
""
],
[
"An",
"Wannian",
""
],
[
"Liu",
"Yang",
""
],
[
"Dong",
"Chen",
""
],
[
"Xu",
"Xiaodong",
""
],
[
"Han",
"Boxiao",
""
],
[
"Zhang",
"Ping",
""
]
] | Cloud database is the key technology in cloud computing. The effective and efficient service quality of the cloud database is inseparable from communication technology, just as improving communication quality will reduce the concurrency phenomenon in the ticketing system. In order to visually observe the impact of comm... |
2306.12274 | Enes Yigitbas | Enes Yigitbas, Alexander Nowosad, Gregor Engels | Supporting Construction and Architectural Visualization through BIM and
AR/VR: A Systematic Literature Review | Preprint of accepted paper at INTERACT'23 | null | null | null | cs.HC | http://creativecommons.org/licenses/by-sa/4.0/ | The Architecture, Engineering, Construction, and Facility Management (AEC/FM)
industry deals with the design, construction, and operation of complex
buildings. Today, Building Information Modeling (BIM) is used to represent
information about a building in a single, non-redundant representation. Here,
Augmented Realit... | [
{
"created": "Wed, 21 Jun 2023 13:52:37 GMT",
"version": "v1"
}
] | 2023-06-22 | [
[
"Yigitbas",
"Enes",
""
],
[
"Nowosad",
"Alexander",
""
],
[
"Engels",
"Gregor",
""
]
] | The Architecture, Engineering, Construction, and Facility Management (AEC/FM) industry deals with the design, construction, and operation of complex buildings. Today, Building Information Modeling (BIM) is used to represent information about a building in a single, non-redundant representation. Here, Augmented Reality ... |
2204.06450 | Soroosh Tayebi Arasteh | Soroosh Tayebi Arasteh, Tobias Weise, Maria Schuster, Elmar Noeth,
Andreas Maier, Seung Hee Yang | The effect of speech pathology on automatic speaker verification -- a
large-scale study | Published in Scientific Reports | Sci Rep 13, 20476 (2023) | 10.1038/s41598-023-47711-7 | null | cs.SD cs.LG eess.AS | http://creativecommons.org/licenses/by/4.0/ | Navigating the challenges of data-driven speech processing, one of the
primary hurdles is accessing reliable pathological speech data. While public
datasets appear to offer solutions, they come with inherent risks of potential
unintended exposure of patient health information via re-identification
attacks. Using a co... | [
{
"created": "Wed, 13 Apr 2022 15:17:00 GMT",
"version": "v1"
},
{
"created": "Fri, 2 Dec 2022 00:20:50 GMT",
"version": "v2"
},
{
"created": "Wed, 22 Nov 2023 14:10:56 GMT",
"version": "v3"
}
] | 2023-11-23 | [
[
"Arasteh",
"Soroosh Tayebi",
""
],
[
"Weise",
"Tobias",
""
],
[
"Schuster",
"Maria",
""
],
[
"Noeth",
"Elmar",
""
],
[
"Maier",
"Andreas",
""
],
[
"Yang",
"Seung Hee",
""
]
] | Navigating the challenges of data-driven speech processing, one of the primary hurdles is accessing reliable pathological speech data. While public datasets appear to offer solutions, they come with inherent risks of potential unintended exposure of patient health information via re-identification attacks. Using a comp... |
2302.13825 | Marco Favorito | Marco Favorito | Forward LTLf Synthesis: DPLL At Work | null | null | null | null | cs.LO cs.AI cs.FL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper proposes a new AND-OR graph search framework for synthesis of
Linear Temporal Logic on finite traces (\LTLf), that overcomes some limitations
of previous approaches. Within such framework, we devise a procedure inspired
by the Davis-Putnam-Logemann-Loveland (DPLL) algorithm to generate the next
available a... | [
{
"created": "Mon, 27 Feb 2023 14:33:50 GMT",
"version": "v1"
},
{
"created": "Mon, 19 Jun 2023 17:02:21 GMT",
"version": "v2"
}
] | 2023-06-21 | [
[
"Favorito",
"Marco",
""
]
] | This paper proposes a new AND-OR graph search framework for synthesis of Linear Temporal Logic on finite traces (\LTLf), that overcomes some limitations of previous approaches. Within such framework, we devise a procedure inspired by the Davis-Putnam-Logemann-Loveland (DPLL) algorithm to generate the next available age... |
2103.08368 | Hongxiang Yu | Hongxiang Yu, Dashun Guo, Huan Yin, Anzhe Chen, Kechun Xu, Yue Wang
and Rong Xiong | Neural Motion Prediction for In-flight Uneven Object Catching | null | null | null | null | cs.RO | http://creativecommons.org/licenses/by/4.0/ | In-flight objects capture is extremely challenging. The robot is required to
complete trajectory prediction, interception position calculation and motion
planning in sequence within tens of milliseconds. As in-flight uneven objects
are affected by various kinds of forces, motion prediction is difficult for a
time-var... | [
{
"created": "Mon, 15 Mar 2021 13:16:28 GMT",
"version": "v1"
}
] | 2021-03-16 | [
[
"Yu",
"Hongxiang",
""
],
[
"Guo",
"Dashun",
""
],
[
"Yin",
"Huan",
""
],
[
"Chen",
"Anzhe",
""
],
[
"Xu",
"Kechun",
""
],
[
"Wang",
"Yue",
""
],
[
"Xiong",
"Rong",
""
]
] | In-flight objects capture is extremely challenging. The robot is required to complete trajectory prediction, interception position calculation and motion planning in sequence within tens of milliseconds. As in-flight uneven objects are affected by various kinds of forces, motion prediction is difficult for a time-varyi... |
2004.01832 | Avery Ma | Avery Ma, Fartash Faghri, Nicolas Papernot, Amir-massoud Farahmand | SOAR: Second-Order Adversarial Regularization | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Adversarial training is a common approach to improving the robustness of deep
neural networks against adversarial examples. In this work, we propose a novel
regularization approach as an alternative. To derive the regularizer, we
formulate the adversarial robustness problem under the robust optimization
framework and... | [
{
"created": "Sat, 4 Apr 2020 01:35:07 GMT",
"version": "v1"
},
{
"created": "Sun, 7 Feb 2021 22:52:49 GMT",
"version": "v2"
}
] | 2021-02-09 | [
[
"Ma",
"Avery",
""
],
[
"Faghri",
"Fartash",
""
],
[
"Papernot",
"Nicolas",
""
],
[
"Farahmand",
"Amir-massoud",
""
]
] | Adversarial training is a common approach to improving the robustness of deep neural networks against adversarial examples. In this work, we propose a novel regularization approach as an alternative. To derive the regularizer, we formulate the adversarial robustness problem under the robust optimization framework and a... |
2404.08691 | Koffka Khan | Koffka Khan | Enhancing Adaptive Video Streaming through Fuzzy Logic-Based Content
Recommendation Systems: A Comprehensive Review and Future Directions | 7 pages | null | null | null | cs.IR | http://creativecommons.org/licenses/by/4.0/ | As the demand for high-quality video content continues to rise, adaptive
video streaming plays a pivotal role in delivering an optimal viewing
experience. However, traditional content recommendation systems face challenges
in dynamically adapting to users' preferences, content features, and contextual
information. Th... | [
{
"created": "Wed, 10 Apr 2024 02:58:54 GMT",
"version": "v1"
}
] | 2024-04-16 | [
[
"Khan",
"Koffka",
""
]
] | As the demand for high-quality video content continues to rise, adaptive video streaming plays a pivotal role in delivering an optimal viewing experience. However, traditional content recommendation systems face challenges in dynamically adapting to users' preferences, content features, and contextual information. This... |
2407.06720 | Moritz Schubotz | David Carliste, Paul Libbrecht, Moritz Schubotz, Neil Soiffer | Author Intent: Eliminating Ambiguity in MathML | This preprint has not undergone peer review or any post-submission
improvements or corrections. The Version of Record of this contribution is
published in Int. Conf. on Computers Helping People with Special Needs will
be available online at TBD | null | null | null | cs.DL cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | MathML has been successful in improving the accessibility of mathematical
notation on the web. All major screen readers support MathML to generate
speech, allow navigation of the math, and generate braille. A troublesome area
remains: handling ambiguous notations such as \( \vert x\vert\). While it is
possible to spe... | [
{
"created": "Tue, 9 Jul 2024 09:50:16 GMT",
"version": "v1"
}
] | 2024-07-10 | [
[
"Carliste",
"David",
""
],
[
"Libbrecht",
"Paul",
""
],
[
"Schubotz",
"Moritz",
""
],
[
"Soiffer",
"Neil",
""
]
] | MathML has been successful in improving the accessibility of mathematical notation on the web. All major screen readers support MathML to generate speech, allow navigation of the math, and generate braille. A troublesome area remains: handling ambiguous notations such as \( \vert x\vert\). While it is possible to speak... |
2212.11140 | Hammond Pearce | Shailja Thakur, Baleegh Ahmad, Zhenxing Fan, Hammond Pearce, Benjamin
Tan, Ramesh Karri, Brendan Dolan-Gavitt, Siddharth Garg | Benchmarking Large Language Models for Automated Verilog RTL Code
Generation | Accepted in DATE 2023. 7 pages, 4 tables, 7 figures | null | null | null | cs.PL cs.LG cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automating hardware design could obviate a significant amount of human error
from the engineering process and lead to fewer errors. Verilog is a popular
hardware description language to model and design digital systems, thus
generating Verilog code is a critical first step. Emerging large language
models (LLMs) are a... | [
{
"created": "Tue, 13 Dec 2022 16:34:39 GMT",
"version": "v1"
}
] | 2022-12-22 | [
[
"Thakur",
"Shailja",
""
],
[
"Ahmad",
"Baleegh",
""
],
[
"Fan",
"Zhenxing",
""
],
[
"Pearce",
"Hammond",
""
],
[
"Tan",
"Benjamin",
""
],
[
"Karri",
"Ramesh",
""
],
[
"Dolan-Gavitt",
"Brendan",
""
],
[
... | Automating hardware design could obviate a significant amount of human error from the engineering process and lead to fewer errors. Verilog is a popular hardware description language to model and design digital systems, thus generating Verilog code is a critical first step. Emerging large language models (LLMs) are abl... |
2101.06968 | Javier Fumanal-Idocin Mr. | Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin, Javier Fern\'andez,
Jose Antonio Sanz, Humberto Bustince | Motor-Imagery-Based Brain Computer Interface using Signal Derivation and
Aggregation Functions | IEEE Transactions on Cybernetics (2021) | null | 10.1109/TCYB.2021.3073210 | null | cs.HC cs.AI cs.SY eess.SY | http://creativecommons.org/licenses/by/4.0/ | Brain Computer Interface technologies are popular methods of communication
between the human brain and external devices. One of the most popular
approaches to BCI is Motor Imagery. In BCI applications, the
ElectroEncephaloGraphy is a very popular measurement for brain dynamics because
of its non-invasive nature. Alth... | [
{
"created": "Mon, 18 Jan 2021 10:14:01 GMT",
"version": "v1"
},
{
"created": "Wed, 2 Jun 2021 08:41:37 GMT",
"version": "v2"
}
] | 2021-06-03 | [
[
"Fumanal-Idocin",
"Javier",
""
],
[
"Wang",
"Yu-Kai",
""
],
[
"Lin",
"Chin-Teng",
""
],
[
"Fernández",
"Javier",
""
],
[
"Sanz",
"Jose Antonio",
""
],
[
"Bustince",
"Humberto",
""
]
] | Brain Computer Interface technologies are popular methods of communication between the human brain and external devices. One of the most popular approaches to BCI is Motor Imagery. In BCI applications, the ElectroEncephaloGraphy is a very popular measurement for brain dynamics because of its non-invasive nature. Althou... |
2401.14420 | Md Arif Hassan | Md Arif Hassan, Cong T. Nguyen, Chi-Hieu Nguyen, Dinh Thai Hoang, Diep
N. Nguyen and Eryk Dutkiewicz | A Novel Blockchain Based Information Management Framework for Web 3.0 | null | null | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Web 3.0 is the third generation of the World Wide Web (WWW), concentrating on
the critical concepts of decentralization, availability, and increasing client
usability. Although Web 3.0 is undoubtedly an essential component of the future
Internet, it currently faces critical challenges, including decentralized data
co... | [
{
"created": "Tue, 23 Jan 2024 12:34:02 GMT",
"version": "v1"
}
] | 2024-01-29 | [
[
"Hassan",
"Md Arif",
""
],
[
"Nguyen",
"Cong T.",
""
],
[
"Nguyen",
"Chi-Hieu",
""
],
[
"Hoang",
"Dinh Thai",
""
],
[
"Nguyen",
"Diep N.",
""
],
[
"Dutkiewicz",
"Eryk",
""
]
] | Web 3.0 is the third generation of the World Wide Web (WWW), concentrating on the critical concepts of decentralization, availability, and increasing client usability. Although Web 3.0 is undoubtedly an essential component of the future Internet, it currently faces critical challenges, including decentralized data coll... |
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