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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2310.04809 | Jan Reineke | Valentin Touzeau and Jan Reineke | Leveraging LLVM's ScalarEvolution for Symbolic Data Cache Analysis | Extended version of RTSS 2023 paper including definitions and proofs
omitted in the conference version due to space constraints | null | null | null | cs.PL | http://creativecommons.org/licenses/by-nc-sa/4.0/ | While instruction cache analysis is essentially a solved problem, data cache
analysis is more challenging. In contrast to instruction fetches, the data
accesses generated by a memory instruction may vary with the program's inputs
and across dynamic occurrences of the same instruction in loops.
We observe that the p... | [
{
"created": "Sat, 7 Oct 2023 14:02:55 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Oct 2023 09:05:30 GMT",
"version": "v2"
}
] | 2023-10-18 | [
[
"Touzeau",
"Valentin",
""
],
[
"Reineke",
"Jan",
""
]
] | While instruction cache analysis is essentially a solved problem, data cache analysis is more challenging. In contrast to instruction fetches, the data accesses generated by a memory instruction may vary with the program's inputs and across dynamic occurrences of the same instruction in loops. We observe that the plain... |
1805.02039 | Josue Ortega | Josue Ortega | Integration in Social Networks | null | Physica A: Statistical Mechanics and its Applications; 2019 | null | null | cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose the notion of $k$-integration as a measure of equality of
opportunity in social networks. A social network is $k$-integrated if there is
a path of length at most $k$ between any two individuals, thus guaranteeing
that everybody has the same network opportunities to find a job, a romantic
partner, or valuab... | [
{
"created": "Sat, 5 May 2018 10:57:45 GMT",
"version": "v1"
},
{
"created": "Fri, 24 May 2019 11:46:01 GMT",
"version": "v2"
}
] | 2019-05-27 | [
[
"Ortega",
"Josue",
""
]
] | We propose the notion of $k$-integration as a measure of equality of opportunity in social networks. A social network is $k$-integrated if there is a path of length at most $k$ between any two individuals, thus guaranteeing that everybody has the same network opportunities to find a job, a romantic partner, or valuable... |
1807.04834 | Yandong Wen | Yandong Wen, Mahmoud Al Ismail, Bhiksha Raj, Rita Singh | Optimal Strategies for Matching and Retrieval Problems by Comparing
Covariates | support material for "Disjoint Mapping Network for Cross-modal
Matching of Voices and Faces" | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In many retrieval problems, where we must retrieve one or more entries from a
gallery in response to a probe, it is common practice to learn to do by
directly comparing the probe and gallery entries to one another. In many
situations the gallery and probe have common covariates -- external variables
that are common t... | [
{
"created": "Thu, 12 Jul 2018 21:36:07 GMT",
"version": "v1"
},
{
"created": "Mon, 16 Jul 2018 00:53:37 GMT",
"version": "v2"
}
] | 2018-07-17 | [
[
"Wen",
"Yandong",
""
],
[
"Ismail",
"Mahmoud Al",
""
],
[
"Raj",
"Bhiksha",
""
],
[
"Singh",
"Rita",
""
]
] | In many retrieval problems, where we must retrieve one or more entries from a gallery in response to a probe, it is common practice to learn to do by directly comparing the probe and gallery entries to one another. In many situations the gallery and probe have common covariates -- external variables that are common to ... |
2103.15396 | Ziyu Li | Ziyu Li, Yuncong Yao, Zhibin Quan, Wankou Yang, Jin Xie | SIENet: Spatial Information Enhancement Network for 3D Object Detection
from Point Cloud | null | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | LiDAR-based 3D object detection pushes forward an immense influence on
autonomous vehicles. Due to the limitation of the intrinsic properties of
LiDAR, fewer points are collected at the objects farther away from the sensor.
This imbalanced density of point clouds degrades the detection accuracy but is
generally negle... | [
{
"created": "Mon, 29 Mar 2021 07:45:09 GMT",
"version": "v1"
},
{
"created": "Thu, 1 Apr 2021 02:16:52 GMT",
"version": "v2"
}
] | 2021-04-02 | [
[
"Li",
"Ziyu",
""
],
[
"Yao",
"Yuncong",
""
],
[
"Quan",
"Zhibin",
""
],
[
"Yang",
"Wankou",
""
],
[
"Xie",
"Jin",
""
]
] | LiDAR-based 3D object detection pushes forward an immense influence on autonomous vehicles. Due to the limitation of the intrinsic properties of LiDAR, fewer points are collected at the objects farther away from the sensor. This imbalanced density of point clouds degrades the detection accuracy but is generally neglect... |
1807.06107 | Amita Misra | Mansurul Bhuiyan, Amita Misra, Saurabh Tripathy, Jalal Mahmud, Rama
Akkiraju | Don't get Lost in Negation: An Effective Negation Handled Dialogue Acts
Prediction Algorithm for Twitter Customer Service Conversations | null | null | null | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In the last several years, Twitter is being adopted by the companies as an
alternative platform to interact with the customers to address their concerns.
With the abundance of such unconventional conversation resources, push for
developing effective virtual agents is more than ever. To address this
challenge, a bette... | [
{
"created": "Mon, 16 Jul 2018 21:01:52 GMT",
"version": "v1"
}
] | 2018-07-18 | [
[
"Bhuiyan",
"Mansurul",
""
],
[
"Misra",
"Amita",
""
],
[
"Tripathy",
"Saurabh",
""
],
[
"Mahmud",
"Jalal",
""
],
[
"Akkiraju",
"Rama",
""
]
] | In the last several years, Twitter is being adopted by the companies as an alternative platform to interact with the customers to address their concerns. With the abundance of such unconventional conversation resources, push for developing effective virtual agents is more than ever. To address this challenge, a better ... |
2010.10556 | Peidong Wang | Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong | Speaker Separation Using Speaker Inventories and Estimated Speech | null | null | null | null | cs.SD cs.CL eess.AS | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose speaker separation using speaker inventories and estimated speech
(SSUSIES), a framework leveraging speaker profiles and estimated speech for
speaker separation. SSUSIES contains two methods, speaker separation using
speaker inventories (SSUSI) and speaker separation using estimated speech
(SSUES). SSUSI p... | [
{
"created": "Tue, 20 Oct 2020 18:15:45 GMT",
"version": "v1"
}
] | 2020-10-22 | [
[
"Wang",
"Peidong",
""
],
[
"Chen",
"Zhuo",
""
],
[
"Wang",
"DeLiang",
""
],
[
"Li",
"Jinyu",
""
],
[
"Gong",
"Yifan",
""
]
] | We propose speaker separation using speaker inventories and estimated speech (SSUSIES), a framework leveraging speaker profiles and estimated speech for speaker separation. SSUSIES contains two methods, speaker separation using speaker inventories (SSUSI) and speaker separation using estimated speech (SSUES). SSUSI per... |
2206.14532 | Keshigeyan Chandrasegaran | Keshigeyan Chandrasegaran, Ngoc-Trung Tran, Yunqing Zhao, Ngai-Man
Cheung | Revisiting Label Smoothing and Knowledge Distillation Compatibility:
What was Missing? | ICML 2022; 27 pages | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This work investigates the compatibility between label smoothing (LS) and
knowledge distillation (KD). Contemporary findings addressing this thesis
statement take dichotomous standpoints: Muller et al. (2019) and Shen et al.
(2021b). Critically, there is no effort to understand and resolve these
contradictory finding... | [
{
"created": "Wed, 29 Jun 2022 11:00:44 GMT",
"version": "v1"
}
] | 2022-06-30 | [
[
"Chandrasegaran",
"Keshigeyan",
""
],
[
"Tran",
"Ngoc-Trung",
""
],
[
"Zhao",
"Yunqing",
""
],
[
"Cheung",
"Ngai-Man",
""
]
] | This work investigates the compatibility between label smoothing (LS) and knowledge distillation (KD). Contemporary findings addressing this thesis statement take dichotomous standpoints: Muller et al. (2019) and Shen et al. (2021b). Critically, there is no effort to understand and resolve these contradictory findings,... |
2211.15751 | Renjie Xu | Renjie Xu, Saiedeh Razavi and Rong Zheng | Edge Video Analytics: A Survey on Applications, Systems and Enabling
Techniques | Accepted in IEEE Communications Surveys and Tutorials, 2023 | null | 10.1109/COMST.2023.3232091 | null | cs.NI cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Video, as a key driver in the global explosion of digital information, can
create tremendous benefits for human society. Governments and enterprises are
deploying innumerable cameras for a variety of applications, e.g., law
enforcement, emergency management, traffic control, and security surveillance,
all facilitated... | [
{
"created": "Mon, 28 Nov 2022 20:11:37 GMT",
"version": "v1"
},
{
"created": "Tue, 19 Sep 2023 18:21:35 GMT",
"version": "v2"
},
{
"created": "Wed, 11 Oct 2023 15:13:02 GMT",
"version": "v3"
}
] | 2023-10-12 | [
[
"Xu",
"Renjie",
""
],
[
"Razavi",
"Saiedeh",
""
],
[
"Zheng",
"Rong",
""
]
] | Video, as a key driver in the global explosion of digital information, can create tremendous benefits for human society. Governments and enterprises are deploying innumerable cameras for a variety of applications, e.g., law enforcement, emergency management, traffic control, and security surveillance, all facilitated b... |
2109.01538 | Somenath Chakraborty | Somenath Chakraborty, Beddhu Murali | Investigate the Correlation of Breast Cancer Dataset using Different
Clustering Technique | null | null | null | null | cs.LG | http://creativecommons.org/licenses/by/4.0/ | The objectives of this paper are to explore ways to analyze breast cancer
dataset in the context of unsupervised learning without prior training model.
The paper investigates different ways of clustering techniques as well as
preprocessing. This in-depth analysis builds the footprint which can further
use for designi... | [
{
"created": "Fri, 3 Sep 2021 14:02:17 GMT",
"version": "v1"
}
] | 2021-09-06 | [
[
"Chakraborty",
"Somenath",
""
],
[
"Murali",
"Beddhu",
""
]
] | The objectives of this paper are to explore ways to analyze breast cancer dataset in the context of unsupervised learning without prior training model. The paper investigates different ways of clustering techniques as well as preprocessing. This in-depth analysis builds the footprint which can further use for designing... |
2302.10900 | Liang Qu | Liang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang,
Yuhui Shi, Hongzhi Yin | Semi-decentralized Federated Ego Graph Learning for Recommendation | null | null | null | null | cs.LG cs.AI cs.IR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Collaborative filtering (CF) based recommender systems are typically trained
based on personal interaction data (e.g., clicks and purchases) that could be
naturally represented as ego graphs. However, most existing recommendation
methods collect these ego graphs from all users to compose a global graph to
obtain high... | [
{
"created": "Fri, 10 Feb 2023 03:57:45 GMT",
"version": "v1"
}
] | 2023-02-23 | [
[
"Qu",
"Liang",
""
],
[
"Tang",
"Ningzhi",
""
],
[
"Zheng",
"Ruiqi",
""
],
[
"Nguyen",
"Quoc Viet Hung",
""
],
[
"Huang",
"Zi",
""
],
[
"Shi",
"Yuhui",
""
],
[
"Yin",
"Hongzhi",
""
]
] | Collaborative filtering (CF) based recommender systems are typically trained based on personal interaction data (e.g., clicks and purchases) that could be naturally represented as ego graphs. However, most existing recommendation methods collect these ego graphs from all users to compose a global graph to obtain high-o... |
2401.04820 | Furkan \c{C}olhak | Furkan \c{C}olhak, Mert \.Ilhan Ecevit, Bilal Emir U\c{c}ar, Reiner
Creutzburg, Hasan Da\u{g} | Phishing Website Detection through Multi-Model Analysis of HTML Content | null | null | null | null | cs.CR cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | The way we communicate and work has changed significantly with the rise of
the Internet. While it has opened up new opportunities, it has also brought
about an increase in cyber threats. One common and serious threat is phishing,
where cybercriminals employ deceptive methods to steal sensitive
information.This study ... | [
{
"created": "Tue, 9 Jan 2024 21:08:13 GMT",
"version": "v1"
},
{
"created": "Sun, 10 Mar 2024 11:13:32 GMT",
"version": "v2"
},
{
"created": "Wed, 10 Jul 2024 10:47:07 GMT",
"version": "v3"
}
] | 2024-07-11 | [
[
"Çolhak",
"Furkan",
""
],
[
"Ecevit",
"Mert İlhan",
""
],
[
"Uçar",
"Bilal Emir",
""
],
[
"Creutzburg",
"Reiner",
""
],
[
"Dağ",
"Hasan",
""
]
] | The way we communicate and work has changed significantly with the rise of the Internet. While it has opened up new opportunities, it has also brought about an increase in cyber threats. One common and serious threat is phishing, where cybercriminals employ deceptive methods to steal sensitive information.This study ad... |
1411.2405 | Zahra Sabet Sarvestani | Zahra Sabetsarvestani, Hamidreza Amindavar | Sparse Estimation with Generalized Beta Mixture and the Horseshoe Prior | null | null | null | null | cs.IT math.IT stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, the use of the Generalized Beta Mixture (GBM) and Horseshoe
distributions as priors in the Bayesian Compressive Sensing framework is
proposed. The distributions are considered in a two-layer hierarchical model,
making the corresponding inference problem amenable to Expectation Maximization
(EM). We pre... | [
{
"created": "Mon, 10 Nov 2014 13:01:10 GMT",
"version": "v1"
}
] | 2014-11-11 | [
[
"Sabetsarvestani",
"Zahra",
""
],
[
"Amindavar",
"Hamidreza",
""
]
] | In this paper, the use of the Generalized Beta Mixture (GBM) and Horseshoe distributions as priors in the Bayesian Compressive Sensing framework is proposed. The distributions are considered in a two-layer hierarchical model, making the corresponding inference problem amenable to Expectation Maximization (EM). We prese... |
1202.4128 | Nadeem Javaid | N. Javaid, A. Bibi, Z. A. Khan, U. Khan, K. Djouani | Evaluating Wireless Proactive Routing Protocols under Scalability and
Traffic Constraints | 48th ICC-AHSN, 2012; Ottawa Canada | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we evaluate and analyze the impact of different network loads
and varying no. of nodes on distance vector and link state routing algorithms.
We select three well known proactive protocols; Destination Sequenced Distance
Vector (DSDV) operates on distance vector routing, while Fisheye State Routing
(FSR... | [
{
"created": "Sun, 19 Feb 2012 06:43:23 GMT",
"version": "v1"
}
] | 2012-02-21 | [
[
"Javaid",
"N.",
""
],
[
"Bibi",
"A.",
""
],
[
"Khan",
"Z. A.",
""
],
[
"Khan",
"U.",
""
],
[
"Djouani",
"K.",
""
]
] | In this paper, we evaluate and analyze the impact of different network loads and varying no. of nodes on distance vector and link state routing algorithms. We select three well known proactive protocols; Destination Sequenced Distance Vector (DSDV) operates on distance vector routing, while Fisheye State Routing (FSR) ... |
2209.08827 | Damien Hansen | Damien Hansen (CIRTI, GETALP), Pierre-Yves Houlmont (CIRTI) | A Snapshot into the Possibility of Video Game Machine Translation | null | The 15th Conference of the Association for Machine Translation in
the Americas, AMTA, Sep 2022, Orlando (FL), United States. pp.257-269 | null | null | cs.CL cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present in this article what we believe to be one of the first attempts at
video game machine translation. Our study shows that models trained only with
limited in-domain data surpass publicly available systems by a significant
margin, and a subsequent human evaluation reveals interesting findings in the
final tra... | [
{
"created": "Mon, 19 Sep 2022 08:16:59 GMT",
"version": "v1"
}
] | 2022-09-20 | [
[
"Hansen",
"Damien",
"",
"CIRTI, GETALP"
],
[
"Houlmont",
"Pierre-Yves",
"",
"CIRTI"
]
] | We present in this article what we believe to be one of the first attempts at video game machine translation. Our study shows that models trained only with limited in-domain data surpass publicly available systems by a significant margin, and a subsequent human evaluation reveals interesting findings in the final trans... |
2404.09687 | Leon Schiller | Johannes Lengler, Leon Schiller, Oliver Sieberling | Plus Strategies are Exponentially Slower for Planted Optima of Random
Height | null | null | 10.1145/3638529.3654088 | null | cs.NE cs.AI math.PR | http://creativecommons.org/licenses/by/4.0/ | We compare the $(1,\lambda)$-EA and the $(1 + \lambda)$-EA on the recently
introduced benchmark DisOM, which is the OneMax function with randomly planted
local optima. Previous work showed that if all local optima have the same
relative height, then the plus strategy never loses more than a factor $O(n\log
n)$ compar... | [
{
"created": "Mon, 15 Apr 2024 11:37:47 GMT",
"version": "v1"
}
] | 2024-04-16 | [
[
"Lengler",
"Johannes",
""
],
[
"Schiller",
"Leon",
""
],
[
"Sieberling",
"Oliver",
""
]
] | We compare the $(1,\lambda)$-EA and the $(1 + \lambda)$-EA on the recently introduced benchmark DisOM, which is the OneMax function with randomly planted local optima. Previous work showed that if all local optima have the same relative height, then the plus strategy never loses more than a factor $O(n\log n)$ compared... |
2207.14381 | Xing Nie | Xing Nie, Bolin Ni, Jianlong Chang, Gaomeng Meng, Chunlei Huo,
Zhaoxiang Zhang, Shiming Xiang, Qi Tian, Chunhong Pan | Pro-tuning: Unified Prompt Tuning for Vision Tasks | null | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | In computer vision, fine-tuning is the de-facto approach to leverage
pre-trained vision models to perform downstream tasks. However, deploying it in
practice is quite challenging, due to adopting parameter inefficient global
update and heavily relying on high-quality downstream data. Recently,
prompt-based learning, ... | [
{
"created": "Thu, 28 Jul 2022 21:09:31 GMT",
"version": "v1"
},
{
"created": "Sun, 14 Aug 2022 18:16:35 GMT",
"version": "v2"
},
{
"created": "Tue, 23 Aug 2022 03:39:05 GMT",
"version": "v3"
}
] | 2022-08-24 | [
[
"Nie",
"Xing",
""
],
[
"Ni",
"Bolin",
""
],
[
"Chang",
"Jianlong",
""
],
[
"Meng",
"Gaomeng",
""
],
[
"Huo",
"Chunlei",
""
],
[
"Zhang",
"Zhaoxiang",
""
],
[
"Xiang",
"Shiming",
""
],
[
"Tian",
... | In computer vision, fine-tuning is the de-facto approach to leverage pre-trained vision models to perform downstream tasks. However, deploying it in practice is quite challenging, due to adopting parameter inefficient global update and heavily relying on high-quality downstream data. Recently, prompt-based learning, wh... |
2303.15762 | Shlomi Steinberg | Shlomi Steinberg, Ravi Ramamoorthi, Benedikt Bitterli, Eugene d'Eon,
Ling-Qi Yan, Matt Pharr | A Generalized Ray Formulation For Wave-Optics Rendering | For additional information, see
https://ssteinberg.xyz/2023/03/27/rtplt/ | null | null | null | cs.GR | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Under ray-optical light transport, the classical ray serves as a linear and
local "point query" of light's behaviour. Linearity and locality are crucial to
the formulation of sophisticated path tracing and sampling techniques, that
enable efficient solutions to light transport problems in complex, real-world
settings... | [
{
"created": "Tue, 28 Mar 2023 06:42:52 GMT",
"version": "v1"
},
{
"created": "Sun, 7 Jan 2024 22:05:44 GMT",
"version": "v2"
}
] | 2024-01-09 | [
[
"Steinberg",
"Shlomi",
""
],
[
"Ramamoorthi",
"Ravi",
""
],
[
"Bitterli",
"Benedikt",
""
],
[
"d'Eon",
"Eugene",
""
],
[
"Yan",
"Ling-Qi",
""
],
[
"Pharr",
"Matt",
""
]
] | Under ray-optical light transport, the classical ray serves as a linear and local "point query" of light's behaviour. Linearity and locality are crucial to the formulation of sophisticated path tracing and sampling techniques, that enable efficient solutions to light transport problems in complex, real-world settings a... |
2406.09423 | Yuxiao Li | Yuxiao Li, Xin Liang, Bei Wang, Yongfeng Qiu, Lin Yan, Hanqi Guo | MSz: An Efficient Parallel Algorithm for Correcting Morse-Smale
Segmentations in Error-Bounded Lossy Compressors | null | null | null | null | cs.DC cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This research explores a novel paradigm for preserving topological
segmentations in existing error-bounded lossy compressors. Today's lossy
compressors rarely consider preserving topologies such as Morse-Smale
complexes, and the discrepancies in topology between original and decompressed
datasets could potentially re... | [
{
"created": "Fri, 5 Apr 2024 20:32:51 GMT",
"version": "v1"
},
{
"created": "Fri, 5 Jul 2024 04:42:10 GMT",
"version": "v2"
}
] | 2024-07-08 | [
[
"Li",
"Yuxiao",
""
],
[
"Liang",
"Xin",
""
],
[
"Wang",
"Bei",
""
],
[
"Qiu",
"Yongfeng",
""
],
[
"Yan",
"Lin",
""
],
[
"Guo",
"Hanqi",
""
]
] | This research explores a novel paradigm for preserving topological segmentations in existing error-bounded lossy compressors. Today's lossy compressors rarely consider preserving topologies such as Morse-Smale complexes, and the discrepancies in topology between original and decompressed datasets could potentially resu... |
2006.06217 | Abhishek Gupta | Abhishek Gupta (1 and 2), Camylle Lanteigne (1 and 3), and Sara
Kingsley (4) ((1) Montreal AI Ethics Institute, (2) Microsoft, (3) McGill
University, (4) Carnegie Mellon University) | SECure: A Social and Environmental Certificate for AI Systems | Accepted for presentation at the Canadian Society for Ecological
Economics 2020 Research Symposium, Tracing the Veins 2020, ICML 2020
Deploying and Monitoring Machine Learning Systems workshop | null | null | null | cs.CY cs.AI cs.LG econ.GN q-fin.EC | http://creativecommons.org/licenses/by/4.0/ | In a world increasingly dominated by AI applications, an understudied aspect
is the carbon and social footprint of these power-hungry algorithms that
require copious computation and a trove of data for training and prediction.
While profitable in the short-term, these practices are unsustainable and
socially extracti... | [
{
"created": "Thu, 11 Jun 2020 06:10:46 GMT",
"version": "v1"
},
{
"created": "Sun, 19 Jul 2020 12:39:45 GMT",
"version": "v2"
}
] | 2020-07-21 | [
[
"Gupta",
"Abhishek",
"",
"1 and 2"
],
[
"Lanteigne",
"Camylle",
"",
"1 and 3"
],
[
"Kingsley",
"Sara",
""
]
] | In a world increasingly dominated by AI applications, an understudied aspect is the carbon and social footprint of these power-hungry algorithms that require copious computation and a trove of data for training and prediction. While profitable in the short-term, these practices are unsustainable and socially extractive... |
2306.11572 | Hyunsoo Yang | Jia Si, Shuhan Yang, Yunuo Cen, Jiaer Chen, Zhaoyang Yao, Dong-Jun
Kim, Kaiming Cai, Jerald Yoo, Xuanyao Fong, Hyunsoo Yang | Energy-efficient superparamagnetic Ising machine and its application to
traveling salesman problems | 5 figures | null | null | null | cs.ET cond-mat.other physics.app-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The growth of artificial intelligence and IoT has created a significant
computational load for solving non-deterministic polynomial-time (NP)-hard
problems, which are difficult to solve using conventional computers. The Ising
computer, based on the Ising model and annealing process, has been highly
sought for finding... | [
{
"created": "Tue, 20 Jun 2023 14:40:34 GMT",
"version": "v1"
}
] | 2023-06-21 | [
[
"Si",
"Jia",
""
],
[
"Yang",
"Shuhan",
""
],
[
"Cen",
"Yunuo",
""
],
[
"Chen",
"Jiaer",
""
],
[
"Yao",
"Zhaoyang",
""
],
[
"Kim",
"Dong-Jun",
""
],
[
"Cai",
"Kaiming",
""
],
[
"Yoo",
"Jerald",
... | The growth of artificial intelligence and IoT has created a significant computational load for solving non-deterministic polynomial-time (NP)-hard problems, which are difficult to solve using conventional computers. The Ising computer, based on the Ising model and annealing process, has been highly sought for finding a... |
2408.00920 | Binchi Zhang | Binchi Zhang, Yushun Dong, Tianhao Wang, Jundong Li | Towards Certified Unlearning for Deep Neural Networks | ICML 2024 | null | null | null | cs.LG stat.ML | http://creativecommons.org/licenses/by/4.0/ | In the field of machine unlearning, certified unlearning has been extensively
studied in convex machine learning models due to its high efficiency and strong
theoretical guarantees. However, its application to deep neural networks
(DNNs), known for their highly nonconvex nature, still poses challenges. To
bridge the ... | [
{
"created": "Thu, 1 Aug 2024 21:22:10 GMT",
"version": "v1"
}
] | 2024-08-05 | [
[
"Zhang",
"Binchi",
""
],
[
"Dong",
"Yushun",
""
],
[
"Wang",
"Tianhao",
""
],
[
"Li",
"Jundong",
""
]
] | In the field of machine unlearning, certified unlearning has been extensively studied in convex machine learning models due to its high efficiency and strong theoretical guarantees. However, its application to deep neural networks (DNNs), known for their highly nonconvex nature, still poses challenges. To bridge the ga... |
2202.12245 | Marcos Faundez-Zanuy | Laurence Likforman-Sulem, Anna Esposito, Marcos Faundez-Zanuy, Stephan
Clemen\c{c}on, Gennaro Cordasco | EMOTHAW: A novel database for emotional state recognition from
handwriting | 31 pages | IEEE Transactions on Human-Machine Systems, vol. 47, no. 2, pp.
273-284, April 2017 | 10.1109/THMS.2016.2635441 | null | cs.CV cs.LG | http://creativecommons.org/licenses/by-nc-nd/4.0/ | The detection of negative emotions through daily activities such as
handwriting is useful for promoting well-being. The spread of human-machine
interfaces such as tablets makes the collection of handwriting samples easier.
In this context, we present a first publicly available handwriting database
which relates emoti... | [
{
"created": "Wed, 23 Feb 2022 15:15:44 GMT",
"version": "v1"
}
] | 2022-02-25 | [
[
"Likforman-Sulem",
"Laurence",
""
],
[
"Esposito",
"Anna",
""
],
[
"Faundez-Zanuy",
"Marcos",
""
],
[
"Clemençon",
"Stephan",
""
],
[
"Cordasco",
"Gennaro",
""
]
] | The detection of negative emotions through daily activities such as handwriting is useful for promoting well-being. The spread of human-machine interfaces such as tablets makes the collection of handwriting samples easier. In this context, we present a first publicly available handwriting database which relates emotion... |
2211.15272 | Nico Stucki | Nico Stucki, Johannes C. Paetzold, Suprosanna Shit, Bjoern Menze,
Ulrich Bauer | Topologically faithful image segmentation via induced matching of
persistence barcodes | null | null | null | null | cs.CV cs.LG | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Image segmentation is a largely researched field where neural networks find
vast applications in many facets of technology. Some of the most popular
approaches to train segmentation networks employ loss functions optimizing
pixel-overlap, an objective that is insufficient for many segmentation tasks.
In recent years,... | [
{
"created": "Mon, 28 Nov 2022 12:57:57 GMT",
"version": "v1"
}
] | 2022-11-29 | [
[
"Stucki",
"Nico",
""
],
[
"Paetzold",
"Johannes C.",
""
],
[
"Shit",
"Suprosanna",
""
],
[
"Menze",
"Bjoern",
""
],
[
"Bauer",
"Ulrich",
""
]
] | Image segmentation is a largely researched field where neural networks find vast applications in many facets of technology. Some of the most popular approaches to train segmentation networks employ loss functions optimizing pixel-overlap, an objective that is insufficient for many segmentation tasks. In recent years, t... |
2203.05140 | Masashi Takeshita | Masashi Takeshita and Rafal Rzepka and Kenji Araki | Speciesist Language and Nonhuman Animal Bias in English Masked Language
Models | This paper is an accepted manuscript for publication in Information
Processing & Management | null | 10.1016/j.ipm.2022.103050 | null | cs.CL | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Various existing studies have analyzed what social biases are inherited by
NLP models. These biases may directly or indirectly harm people, therefore
previous studies have focused only on human attributes. However, until recently
no research on social biases in NLP regarding nonhumans existed. In this paper,
we analy... | [
{
"created": "Thu, 10 Mar 2022 03:32:29 GMT",
"version": "v1"
},
{
"created": "Tue, 15 Mar 2022 07:52:18 GMT",
"version": "v2"
},
{
"created": "Fri, 12 Aug 2022 07:05:28 GMT",
"version": "v3"
}
] | 2022-08-15 | [
[
"Takeshita",
"Masashi",
""
],
[
"Rzepka",
"Rafal",
""
],
[
"Araki",
"Kenji",
""
]
] | Various existing studies have analyzed what social biases are inherited by NLP models. These biases may directly or indirectly harm people, therefore previous studies have focused only on human attributes. However, until recently no research on social biases in NLP regarding nonhumans existed. In this paper, we analyze... |
2308.05725 | Tu Anh Nguyen | Tu Anh Nguyen, Wei-Ning Hsu, Antony D'Avirro, Bowen Shi, Itai Gat,
Maryam Fazel-Zarani, Tal Remez, Jade Copet, Gabriel Synnaeve, Michael Hassid,
Felix Kreuk, Yossi Adi, Emmanuel Dupoux | EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech
Resynthesis | null | null | null | null | cs.CL cs.LG cs.SD eess.AS | http://creativecommons.org/licenses/by-nc-sa/4.0/ | Recent work has shown that it is possible to resynthesize high-quality speech
based, not on text, but on low bitrate discrete units that have been learned in
a self-supervised fashion and can therefore capture expressive aspects of
speech that are hard to transcribe (prosody, voice styles, non-verbal
vocalization). T... | [
{
"created": "Thu, 10 Aug 2023 17:41:19 GMT",
"version": "v1"
}
] | 2023-08-11 | [
[
"Nguyen",
"Tu Anh",
""
],
[
"Hsu",
"Wei-Ning",
""
],
[
"D'Avirro",
"Antony",
""
],
[
"Shi",
"Bowen",
""
],
[
"Gat",
"Itai",
""
],
[
"Fazel-Zarani",
"Maryam",
""
],
[
"Remez",
"Tal",
""
],
[
"Copet",... | Recent work has shown that it is possible to resynthesize high-quality speech based, not on text, but on low bitrate discrete units that have been learned in a self-supervised fashion and can therefore capture expressive aspects of speech that are hard to transcribe (prosody, voice styles, non-verbal vocalization). The... |
1608.06347 | Shikai Jin | Shikai Jin, Yuxuan Cui, Chunli Yu | A New Parallelization Method for K-means | null | null | null | null | cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | K-means is a popular clustering method used in data mining area. To work with
large datasets, researchers propose PKMeans, which is a parallel k-means on
MapReduce. However, the existing k-means parallelization methods including
PKMeans have many limitations. PKMeans can't finish all its iterations in one
MapReduce j... | [
{
"created": "Tue, 23 Aug 2016 00:35:10 GMT",
"version": "v1"
},
{
"created": "Fri, 26 Aug 2016 21:11:34 GMT",
"version": "v2"
}
] | 2016-08-30 | [
[
"Jin",
"Shikai",
""
],
[
"Cui",
"Yuxuan",
""
],
[
"Yu",
"Chunli",
""
]
] | K-means is a popular clustering method used in data mining area. To work with large datasets, researchers propose PKMeans, which is a parallel k-means on MapReduce. However, the existing k-means parallelization methods including PKMeans have many limitations. PKMeans can't finish all its iterations in one MapReduce job... |
2401.06821 | Audrey Galametz | M\'elanie Ducoffe, Guillaume Pov\'eda, Audrey Galametz, Ryma
Boumazouza, Marion-C\'ecile Martin, Julien Baris, Derk Daverschot and Eugene
O'Higgins | Surrogate Neural Networks Local Stability for Aircraft Predictive
Maintenance | Peer-reviewed and accepted at the 29th International Conference on
Formal Methods for Industrial Critical Systems (FMICS 2024) - 15 pages | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by-nc-nd/4.0/ | Surrogate Neural Networks are nowadays routinely used in industry as
substitutes for computationally demanding engineering simulations (e.g., in
structural analysis). They allow to generate faster predictions and thus
analyses in industrial applications e.g., during a product design, testing or
monitoring phases. Due... | [
{
"created": "Thu, 11 Jan 2024 21:04:28 GMT",
"version": "v1"
},
{
"created": "Wed, 5 Jun 2024 08:46:22 GMT",
"version": "v2"
},
{
"created": "Mon, 22 Jul 2024 13:19:50 GMT",
"version": "v3"
},
{
"created": "Wed, 24 Jul 2024 08:12:11 GMT",
"version": "v4"
}
] | 2024-07-25 | [
[
"Ducoffe",
"Mélanie",
""
],
[
"Povéda",
"Guillaume",
""
],
[
"Galametz",
"Audrey",
""
],
[
"Boumazouza",
"Ryma",
""
],
[
"Martin",
"Marion-Cécile",
""
],
[
"Baris",
"Julien",
""
],
[
"Daverschot",
"Derk",
"... | Surrogate Neural Networks are nowadays routinely used in industry as substitutes for computationally demanding engineering simulations (e.g., in structural analysis). They allow to generate faster predictions and thus analyses in industrial applications e.g., during a product design, testing or monitoring phases. Due t... |
2008.09743 | Guanghao Yin | Guanghao Yin, Shouqian Sun, Dian Yu, Dejian Li and Kejun Zhang | A Efficient Multimodal Framework for Large Scale Emotion Recognition by
Fusing Music and Electrodermal Activity Signals | ACM Transactions on Multimedia Computing, Communications, and
Applications (Acceptance 07-Oct-2021) | null | 10.1145/3490686 | null | cs.SD cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Considerable attention has been paid for physiological signal-based emotion
recognition in field of affective computing. For the reliability and user
friendly acquisition, Electrodermal Activity (EDA) has great advantage in
practical applications. However, the EDA-based emotion recognition with
hundreds of subjects s... | [
{
"created": "Sat, 22 Aug 2020 03:13:20 GMT",
"version": "v1"
},
{
"created": "Thu, 2 Dec 2021 03:04:51 GMT",
"version": "v2"
}
] | 2022-05-16 | [
[
"Yin",
"Guanghao",
""
],
[
"Sun",
"Shouqian",
""
],
[
"Yu",
"Dian",
""
],
[
"Li",
"Dejian",
""
],
[
"Zhang",
"Kejun",
""
]
] | Considerable attention has been paid for physiological signal-based emotion recognition in field of affective computing. For the reliability and user friendly acquisition, Electrodermal Activity (EDA) has great advantage in practical applications. However, the EDA-based emotion recognition with hundreds of subjects sti... |
1303.5903 | Kaushik Sarkar | Kaushik Sarkar and Hari Sundaram | How Do We Find Early Adopters Who Will Guide a Resource Constrained
Network Towards a Desired Distribution of Behaviors? | null | null | null | null | cs.SI physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We identify influential early adopters that achieve a target behavior
distribution for a resource constrained social network with multiple costly
behaviors. This problem is important for applications ranging from collective
behavior change to corporate viral marketing campaigns. In this paper, we
propose a model of d... | [
{
"created": "Sun, 24 Mar 2013 01:43:57 GMT",
"version": "v1"
}
] | 2013-03-26 | [
[
"Sarkar",
"Kaushik",
""
],
[
"Sundaram",
"Hari",
""
]
] | We identify influential early adopters that achieve a target behavior distribution for a resource constrained social network with multiple costly behaviors. This problem is important for applications ranging from collective behavior change to corporate viral marketing campaigns. In this paper, we propose a model of dif... |
2311.00152 | Jacob Yim | Jordan Schwartz, Madison Bohannan, Jacob Yim, Yuerou Tang, Dana
Benedicto, Charisse Liu, Armando Fox, Lisa Yan, Narges Norouzi | Developing a Tool to Automate Extensions to Support a Flexible Extension
Policy | 2 pages | null | null | null | cs.CY | http://creativecommons.org/licenses/by-nc-nd/4.0/ | In this work, we present the development of an automated extension tool to
assist educators and increase the success and well-being of students by
implementing flexible extension policies. Flexible extension policies
materialize in many ways, yet there are similarities in students' interactions
with them; students te... | [
{
"created": "Tue, 31 Oct 2023 20:55:08 GMT",
"version": "v1"
}
] | 2023-11-02 | [
[
"Schwartz",
"Jordan",
""
],
[
"Bohannan",
"Madison",
""
],
[
"Yim",
"Jacob",
""
],
[
"Tang",
"Yuerou",
""
],
[
"Benedicto",
"Dana",
""
],
[
"Liu",
"Charisse",
""
],
[
"Fox",
"Armando",
""
],
[
"Yan"... | In this work, we present the development of an automated extension tool to assist educators and increase the success and well-being of students by implementing flexible extension policies. Flexible extension policies materialize in many ways, yet there are similarities in students' interactions with them; students tend... |
1303.2104 | Xiao-Lei Zhang | Xiao-Lei Zhang, Ji Wu | Transfer Learning for Voice Activity Detection: A Denoising Deep Neural
Network Perspective | This paper has been submitted to the conference "INTERSPEECH2013" in
March 4, 2013 for review | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Mismatching problem between the source and target noisy corpora severely
hinder the practical use of the machine-learning-based voice activity detection
(VAD). In this paper, we try to address this problem in the transfer learning
prospective. Transfer learning tries to find a common learning machine or a
common feat... | [
{
"created": "Fri, 8 Mar 2013 20:46:27 GMT",
"version": "v1"
}
] | 2013-03-11 | [
[
"Zhang",
"Xiao-Lei",
""
],
[
"Wu",
"Ji",
""
]
] | Mismatching problem between the source and target noisy corpora severely hinder the practical use of the machine-learning-based voice activity detection (VAD). In this paper, we try to address this problem in the transfer learning prospective. Transfer learning tries to find a common learning machine or a common featur... |
2404.11869 | Xiaorui Qi | Xiaorui Qi, Qijie Bai, Yanlong Wen, Haiwei Zhang, Xiaojie Yuan | Node-like as a Whole: Structure-aware Searching and Coarsening for Graph
Classification | null | null | null | null | cs.LG cs.SI | http://creativecommons.org/licenses/by/4.0/ | Graph Transformers (GTs) have made remarkable achievements in graph-level
tasks. However, most existing works regard graph structures as a form of
guidance or bias for enhancing node representations, which focuses on
node-central perspectives and lacks explicit representations of edges and
structures. One natural que... | [
{
"created": "Thu, 18 Apr 2024 03:03:37 GMT",
"version": "v1"
},
{
"created": "Mon, 24 Jun 2024 08:45:52 GMT",
"version": "v2"
},
{
"created": "Thu, 25 Jul 2024 07:29:02 GMT",
"version": "v3"
}
] | 2024-07-26 | [
[
"Qi",
"Xiaorui",
""
],
[
"Bai",
"Qijie",
""
],
[
"Wen",
"Yanlong",
""
],
[
"Zhang",
"Haiwei",
""
],
[
"Yuan",
"Xiaojie",
""
]
] | Graph Transformers (GTs) have made remarkable achievements in graph-level tasks. However, most existing works regard graph structures as a form of guidance or bias for enhancing node representations, which focuses on node-central perspectives and lacks explicit representations of edges and structures. One natural quest... |
1603.07421 | Ye Yuan | Ye Yuan, Mu Li, Jun Liu, Claire J. Tomlin | On the Powerball Method for Optimization | null | null | 10.1109/LCSYS.2019.2913770 | null | cs.SY cs.LG math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We propose a new method to accelerate the convergence of optimization
algorithms. This method simply adds a power coefficient $\gamma\in[0,1)$ to the
gradient during optimization. We call this the Powerball method and analyze the
convergence rate for the Powerball method for strongly convex functions. While
theoretic... | [
{
"created": "Thu, 24 Mar 2016 03:13:40 GMT",
"version": "v1"
},
{
"created": "Mon, 6 Jun 2016 16:15:35 GMT",
"version": "v2"
},
{
"created": "Tue, 18 Oct 2016 12:57:04 GMT",
"version": "v3"
},
{
"created": "Fri, 1 Sep 2017 08:23:07 GMT",
"version": "v4"
}
] | 2019-09-24 | [
[
"Yuan",
"Ye",
""
],
[
"Li",
"Mu",
""
],
[
"Liu",
"Jun",
""
],
[
"Tomlin",
"Claire J.",
""
]
] | We propose a new method to accelerate the convergence of optimization algorithms. This method simply adds a power coefficient $\gamma\in[0,1)$ to the gradient during optimization. We call this the Powerball method and analyze the convergence rate for the Powerball method for strongly convex functions. While theoretical... |
2306.15111 | Chuanyang Jin | Chuanyang Jin | Self-Supervised Image Captioning with CLIP | NeurIPS 2023 Self-Supervised Learning Workshop | null | null | null | cs.CV | http://creativecommons.org/licenses/by/4.0/ | Image captioning, a fundamental task in vision-language understanding, seeks
to generate accurate natural language descriptions for provided images. Current
image captioning approaches heavily rely on high-quality image-caption pairs,
which can be hard to obtain for many domains. To address this, we introduce a
self-... | [
{
"created": "Mon, 26 Jun 2023 23:29:16 GMT",
"version": "v1"
},
{
"created": "Thu, 2 Nov 2023 17:57:54 GMT",
"version": "v2"
}
] | 2023-11-03 | [
[
"Jin",
"Chuanyang",
""
]
] | Image captioning, a fundamental task in vision-language understanding, seeks to generate accurate natural language descriptions for provided images. Current image captioning approaches heavily rely on high-quality image-caption pairs, which can be hard to obtain for many domains. To address this, we introduce a self-su... |
2207.11926 | Wanming Hao | Wencai Yan, Wanming Hao, Chongwen Huang, Gangcan Sun, Osamu Muta,
Haris Gacanin, Chau Yuen | Beamforming Analysis and Design for Wideband THz Reconfigurable
Intelligent Surface Communications | null | null | null | null | cs.IT eess.SP math.IT | http://creativecommons.org/licenses/by/4.0/ | Reconfigurable intelligent surface (RIS)-aided terahertz (THz) communications
have been regarded as a promising candidate for future 6G networks because of
its ultra-wide bandwidth and ultra-low power consumption. However, there exists
the beam split problem, especially when the base station (BS) or RIS owns the
larg... | [
{
"created": "Mon, 25 Jul 2022 06:41:05 GMT",
"version": "v1"
},
{
"created": "Sat, 30 Jul 2022 08:04:13 GMT",
"version": "v2"
},
{
"created": "Fri, 23 Jun 2023 12:02:30 GMT",
"version": "v3"
}
] | 2023-06-26 | [
[
"Yan",
"Wencai",
""
],
[
"Hao",
"Wanming",
""
],
[
"Huang",
"Chongwen",
""
],
[
"Sun",
"Gangcan",
""
],
[
"Muta",
"Osamu",
""
],
[
"Gacanin",
"Haris",
""
],
[
"Yuen",
"Chau",
""
]
] | Reconfigurable intelligent surface (RIS)-aided terahertz (THz) communications have been regarded as a promising candidate for future 6G networks because of its ultra-wide bandwidth and ultra-low power consumption. However, there exists the beam split problem, especially when the base station (BS) or RIS owns the large-... |
2009.01659 | Dethie Dione | Bakary Kone, Salimata Gueye Diagne, Dethie Dione, Coumba Diallo | Analysis of an M/G/1 system for the optimization of the RTG performances
in the delivery of containers in Abidjan Terminal | 15 pages, 3 figures | IJAAMM (2016) | null | 17BK | cs.PF math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In front of the major challenges to increase its productivity while
satisfying its customer, it is today important to establish in advance the
operational performances of the RTG Abidjan Terminal. In this article, by using
an M/G/1 retrial queue system, we obtained the average number of parked
delivery trucks and as ... | [
{
"created": "Thu, 27 Aug 2020 22:09:18 GMT",
"version": "v1"
}
] | 2020-09-04 | [
[
"Kone",
"Bakary",
""
],
[
"Diagne",
"Salimata Gueye",
""
],
[
"Dione",
"Dethie",
""
],
[
"Diallo",
"Coumba",
""
]
] | In front of the major challenges to increase its productivity while satisfying its customer, it is today important to establish in advance the operational performances of the RTG Abidjan Terminal. In this article, by using an M/G/1 retrial queue system, we obtained the average number of parked delivery trucks and as we... |
2006.08159 | Yang Wang | Yang Wang | Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and
Fusion | Appearing at ACM TOMM, 26 pages | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the development of web technology, multi-modal or multi-view data has
surged as a major stream for big data, where each modal/view encodes individual
property of data objects. Often, different modalities are complementary to each
other. Such fact motivated a lot of research attention on fusing the
multi-modal fe... | [
{
"created": "Mon, 15 Jun 2020 06:42:04 GMT",
"version": "v1"
}
] | 2020-06-16 | [
[
"Wang",
"Yang",
""
]
] | With the development of web technology, multi-modal or multi-view data has surged as a major stream for big data, where each modal/view encodes individual property of data objects. Often, different modalities are complementary to each other. Such fact motivated a lot of research attention on fusing the multi-modal feat... |
1909.08386 | Cesar A. Gomez | Cesar A. Gomez, Xianbin Wang, and Abdallah Shami | Intelligent Active Queue Management Using Explicit Congestion
Notification | To be presented at the IEEE Global Communications Conference
-GLOBECOM- 2019 | null | null | null | cs.NI cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | As more end devices are getting connected, the Internet will become more
congested. Various congestion control techniques have been developed either on
transport or network layers. Active Queue Management (AQM) is a paradigm that
aims to mitigate the congestion on the network layer through active buffer
control to av... | [
{
"created": "Wed, 28 Aug 2019 00:16:48 GMT",
"version": "v1"
}
] | 2019-09-19 | [
[
"Gomez",
"Cesar A.",
""
],
[
"Wang",
"Xianbin",
""
],
[
"Shami",
"Abdallah",
""
]
] | As more end devices are getting connected, the Internet will become more congested. Various congestion control techniques have been developed either on transport or network layers. Active Queue Management (AQM) is a paradigm that aims to mitigate the congestion on the network layer through active buffer control to avoi... |
1711.11183 | Yanbing Mao | Yanbing Mao, Emrah Akyol, and Ziang Zhang | Strategic Topology Switching for Security-Part I: Consensus & Switching
Times | working paper, 12 pages | null | null | null | cs.SY cs.MA math.OC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this two-part paper, we consider strategic topology switching for the
second-order multi-agent systems under a special class of stealthy attacks,
namely the "zero-dynamics" attack (ZDA). The main mathematical tool proposed
here is to strategically switch the network topology to detect a possible ZDA.
However, it i... | [
{
"created": "Thu, 30 Nov 2017 01:49:46 GMT",
"version": "v1"
},
{
"created": "Fri, 6 Apr 2018 16:04:48 GMT",
"version": "v2"
},
{
"created": "Mon, 25 Jun 2018 22:56:18 GMT",
"version": "v3"
},
{
"created": "Mon, 4 Mar 2019 16:39:03 GMT",
"version": "v4"
}
] | 2019-03-05 | [
[
"Mao",
"Yanbing",
""
],
[
"Akyol",
"Emrah",
""
],
[
"Zhang",
"Ziang",
""
]
] | In this two-part paper, we consider strategic topology switching for the second-order multi-agent systems under a special class of stealthy attacks, namely the "zero-dynamics" attack (ZDA). The main mathematical tool proposed here is to strategically switch the network topology to detect a possible ZDA. However, it is ... |
2405.07500 | Yuzhang Xie | Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi Nahab, Xiao Hu, Carl Yang | PromptLink: Leveraging Large Language Models for Cross-Source Biomedical
Concept Linking | null | Proceedings of the 47th International ACM SIGIR Conference on
Research and Development in Information Retrieval (Short-Paper Track), 2024 | 10.1145/3626772.3657904 | null | cs.IR cs.AI cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Linking (aligning) biomedical concepts across diverse data sources enables
various integrative analyses, but it is challenging due to the discrepancies in
concept naming conventions. Various strategies have been developed to overcome
this challenge, such as those based on string-matching rules, manually crafted
thesa... | [
{
"created": "Mon, 13 May 2024 06:36:30 GMT",
"version": "v1"
}
] | 2024-05-14 | [
[
"Xie",
"Yuzhang",
""
],
[
"Lu",
"Jiaying",
""
],
[
"Ho",
"Joyce",
""
],
[
"Nahab",
"Fadi",
""
],
[
"Hu",
"Xiao",
""
],
[
"Yang",
"Carl",
""
]
] | Linking (aligning) biomedical concepts across diverse data sources enables various integrative analyses, but it is challenging due to the discrepancies in concept naming conventions. Various strategies have been developed to overcome this challenge, such as those based on string-matching rules, manually crafted thesaur... |
2007.11821 | Elad Yom-Tov | Elad Yom-Tov, Vasileios Lampos, Ingemar J. Cox, Michael Edelstein | Providing early indication of regional anomalies in COVID19 case counts
in England using search engine queries | null | null | null | null | cs.IR cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | COVID19 was first reported in England at the end of January 2020, and by
mid-June over 150,000 cases were reported. We assume that, similarly to
influenza-like illnesses, people who suffer from COVID19 may query for their
symptoms prior to accessing the medical system (or in lieu of it). Therefore,
we analyzed search... | [
{
"created": "Thu, 23 Jul 2020 06:47:17 GMT",
"version": "v1"
}
] | 2020-07-24 | [
[
"Yom-Tov",
"Elad",
""
],
[
"Lampos",
"Vasileios",
""
],
[
"Cox",
"Ingemar J.",
""
],
[
"Edelstein",
"Michael",
""
]
] | COVID19 was first reported in England at the end of January 2020, and by mid-June over 150,000 cases were reported. We assume that, similarly to influenza-like illnesses, people who suffer from COVID19 may query for their symptoms prior to accessing the medical system (or in lieu of it). Therefore, we analyzed searches... |
1510.05477 | Mehmet Basbug | Mehmet Emin Basbug, Koray Ozcan and Senem Velipasalar | Accelerometer based Activity Classification with Variational Inference
on Sticky HDP-SLDS | null | null | null | null | cs.LG stat.ML | http://creativecommons.org/licenses/by-nc-sa/4.0/ | As part of daily monitoring of human activities, wearable sensors and devices
are becoming increasingly popular sources of data. With the advent of
smartphones equipped with acceloremeter, gyroscope and camera; it is now
possible to develop activity classification platforms everyone can use
conveniently. In this pape... | [
{
"created": "Mon, 19 Oct 2015 13:58:37 GMT",
"version": "v1"
}
] | 2015-10-20 | [
[
"Basbug",
"Mehmet Emin",
""
],
[
"Ozcan",
"Koray",
""
],
[
"Velipasalar",
"Senem",
""
]
] | As part of daily monitoring of human activities, wearable sensors and devices are becoming increasingly popular sources of data. With the advent of smartphones equipped with acceloremeter, gyroscope and camera; it is now possible to develop activity classification platforms everyone can use conveniently. In this paper,... |
1411.7973 | Marcos R Vieira | Matthias Kormaksson, Luciano Barbosa, Marcos R. Vieira, Bianca
Zadrozny | Bus Travel Time Predictions Using Additive Models | 11 pages, this is the technical report supporting the IEEE 2014
International Conference on Data Mining (ICDM) submission with the same title | null | 10.1109/ICDM.2014.107 | null | cs.LG stat.AP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Many factors can affect the predictability of public bus services such as
traffic, weather and local events. Other aspects, such as day of week or hour
of day, may influence bus travel times as well, either directly or in
conjunction with other variables. However, the exact nature of such
relationships between travel... | [
{
"created": "Fri, 28 Nov 2014 18:45:31 GMT",
"version": "v1"
}
] | 2016-11-15 | [
[
"Kormaksson",
"Matthias",
""
],
[
"Barbosa",
"Luciano",
""
],
[
"Vieira",
"Marcos R.",
""
],
[
"Zadrozny",
"Bianca",
""
]
] | Many factors can affect the predictability of public bus services such as traffic, weather and local events. Other aspects, such as day of week or hour of day, may influence bus travel times as well, either directly or in conjunction with other variables. However, the exact nature of such relationships between travel t... |
2312.08878 | Yuntian Chen | Qinglong Cao, Zhengqin Xu, Yuntian Chen, Chao Ma, Xiaokang Yang | Domain Prompt Learning with Quaternion Networks | null | null | null | null | cs.CV cs.LG stat.AP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Prompt learning has emerged as an effective and data-efficient technique in
large Vision-Language Models (VLMs). However, when adapting VLMs to specialized
domains such as remote sensing and medical imaging, domain prompt learning
remains underexplored. While large-scale domain-specific foundation models can
help tac... | [
{
"created": "Tue, 12 Dec 2023 08:49:39 GMT",
"version": "v1"
}
] | 2023-12-15 | [
[
"Cao",
"Qinglong",
""
],
[
"Xu",
"Zhengqin",
""
],
[
"Chen",
"Yuntian",
""
],
[
"Ma",
"Chao",
""
],
[
"Yang",
"Xiaokang",
""
]
] | Prompt learning has emerged as an effective and data-efficient technique in large Vision-Language Models (VLMs). However, when adapting VLMs to specialized domains such as remote sensing and medical imaging, domain prompt learning remains underexplored. While large-scale domain-specific foundation models can help tackl... |
1810.01520 | Hamed Zamani | Hamed Zamani, Markus Schedl, Paul Lamere, Ching-Wei Chen | An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for
Automatic Music Playlist Continuation | null | null | null | null | cs.IR cs.LG cs.MM | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The ACM Recommender Systems Challenge 2018 focused on the task of automatic
music playlist continuation, which is a form of the more general task of
sequential recommendation. Given a playlist of arbitrary length with some
additional meta-data, the task was to recommend up to 500 tracks that fit the
target characteri... | [
{
"created": "Tue, 2 Oct 2018 21:19:19 GMT",
"version": "v1"
},
{
"created": "Sat, 31 Aug 2019 22:13:33 GMT",
"version": "v2"
}
] | 2019-09-04 | [
[
"Zamani",
"Hamed",
""
],
[
"Schedl",
"Markus",
""
],
[
"Lamere",
"Paul",
""
],
[
"Chen",
"Ching-Wei",
""
]
] | The ACM Recommender Systems Challenge 2018 focused on the task of automatic music playlist continuation, which is a form of the more general task of sequential recommendation. Given a playlist of arbitrary length with some additional meta-data, the task was to recommend up to 500 tracks that fit the target characterist... |
2201.12790 | Bin Sheng | Bin Sheng, Gregory Gutin | Solving Routing Problems via Important Cuts | There is an error in the proof of Lemma 4 | null | null | null | cs.DS | http://creativecommons.org/licenses/by/4.0/ | We introduce a novel approach of using important cuts which allowed us to
design significantly faster fixed-parameter tractable (FPT) algorithms for the
following routing problems: the Mixed Chinese Postman Problem parameterized by
the number of directed edges (Gutin et al., JCSS 2017), the Minimum Shared
Edges probl... | [
{
"created": "Sun, 30 Jan 2022 11:17:11 GMT",
"version": "v1"
},
{
"created": "Wed, 8 Jun 2022 10:02:51 GMT",
"version": "v2"
}
] | 2022-06-09 | [
[
"Sheng",
"Bin",
""
],
[
"Gutin",
"Gregory",
""
]
] | We introduce a novel approach of using important cuts which allowed us to design significantly faster fixed-parameter tractable (FPT) algorithms for the following routing problems: the Mixed Chinese Postman Problem parameterized by the number of directed edges (Gutin et al., JCSS 2017), the Minimum Shared Edges problem... |
2101.11956 | Pere-Llu\'is Huguet Cabot | Pere-Llu\'is Huguet-Cabot and David Abadi and Agneta Fischer and
Ekaterina Shutova | Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions | Camera-ready version in EACL 2021 | null | 10.18653/v1/2021.eacl-main.165 | null | cs.CL cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Computational modelling of political discourse tasks has become an
increasingly important area of research in natural language processing.
Populist rhetoric has risen across the political sphere in recent years;
however, computational approaches to it have been scarce due to its complex
nature. In this paper, we pres... | [
{
"created": "Thu, 28 Jan 2021 12:18:19 GMT",
"version": "v1"
},
{
"created": "Wed, 10 Feb 2021 21:53:40 GMT",
"version": "v2"
},
{
"created": "Sun, 14 Feb 2021 17:42:12 GMT",
"version": "v3"
}
] | 2022-06-16 | [
[
"Huguet-Cabot",
"Pere-Lluís",
""
],
[
"Abadi",
"David",
""
],
[
"Fischer",
"Agneta",
""
],
[
"Shutova",
"Ekaterina",
""
]
] | Computational modelling of political discourse tasks has become an increasingly important area of research in natural language processing. Populist rhetoric has risen across the political sphere in recent years; however, computational approaches to it have been scarce due to its complex nature. In this paper, we presen... |
2302.03201 | Kaiwen Wang | Kaiwen Wang and Nathan Kallus and Wen Sun | Near-Minimax-Optimal Risk-Sensitive Reinforcement Learning with CVaR | Accepted at ICML 2023 | null | null | null | cs.LG math.OC math.ST stat.ML stat.TH | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we study risk-sensitive Reinforcement Learning (RL), focusing
on the objective of Conditional Value at Risk (CVaR) with risk tolerance
$\tau$. Starting with multi-arm bandits (MABs), we show the minimax CVaR regret
rate is $\Omega(\sqrt{\tau^{-1}AK})$, where $A$ is the number of actions and
$K$ is the ... | [
{
"created": "Tue, 7 Feb 2023 02:22:31 GMT",
"version": "v1"
},
{
"created": "Wed, 24 May 2023 21:47:10 GMT",
"version": "v2"
}
] | 2023-05-26 | [
[
"Wang",
"Kaiwen",
""
],
[
"Kallus",
"Nathan",
""
],
[
"Sun",
"Wen",
""
]
] | In this paper, we study risk-sensitive Reinforcement Learning (RL), focusing on the objective of Conditional Value at Risk (CVaR) with risk tolerance $\tau$. Starting with multi-arm bandits (MABs), we show the minimax CVaR regret rate is $\Omega(\sqrt{\tau^{-1}AK})$, where $A$ is the number of actions and $K$ is the nu... |
2005.08076 | Richard Jiang | Fraser Young, L Zhang, Richard Jiang, Han Liu and Conor Wall | A Deep Learning based Wearable Healthcare IoT Device for AI-enabled
Hearing Assistance Automation | null | The 2020 International Conference on Machine Learning and
Cybernetics | null | null | cs.HC cs.CV cs.CY | http://creativecommons.org/licenses/by/4.0/ | With the recent booming of artificial intelligence (AI), particularly deep
learning techniques, digital healthcare is one of the prevalent areas that
could gain benefits from AI-enabled functionality. This research presents a
novel AI-enabled Internet of Things (IoT) device operating from the ESP-8266
platform capabl... | [
{
"created": "Sat, 16 May 2020 19:42:16 GMT",
"version": "v1"
}
] | 2020-05-19 | [
[
"Young",
"Fraser",
""
],
[
"Zhang",
"L",
""
],
[
"Jiang",
"Richard",
""
],
[
"Liu",
"Han",
""
],
[
"Wall",
"Conor",
""
]
] | With the recent booming of artificial intelligence (AI), particularly deep learning techniques, digital healthcare is one of the prevalent areas that could gain benefits from AI-enabled functionality. This research presents a novel AI-enabled Internet of Things (IoT) device operating from the ESP-8266 platform capable ... |
2009.01468 | Nicholas Wilkins | Nicholas Wilkins, Beck Cordes Galbraith, Ifeoma Nwogu | Modeling Global Body Configurations in American Sign Language | null | null | null | null | cs.CV cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | American Sign Language (ASL) is the fourth most commonly used language in the
United States and is the language most commonly used by Deaf people in the
United States and the English-speaking regions of Canada. Unfortunately, until
recently, ASL received little research. This is due, in part, to its delayed
recogniti... | [
{
"created": "Thu, 3 Sep 2020 06:20:10 GMT",
"version": "v1"
}
] | 2020-09-04 | [
[
"Wilkins",
"Nicholas",
""
],
[
"Galbraith",
"Beck Cordes",
""
],
[
"Nwogu",
"Ifeoma",
""
]
] | American Sign Language (ASL) is the fourth most commonly used language in the United States and is the language most commonly used by Deaf people in the United States and the English-speaking regions of Canada. Unfortunately, until recently, ASL received little research. This is due, in part, to its delayed recognition... |
1010.3988 | Pei Wu | Pei Wu, Chi Ho Yeung, Weiping Liu, Cihang Jin, Yi-Cheng Zhang | Time-aware Collaborative Filtering with the Piecewise Decay Function | 4 pages. 1 figure | null | null | null | cs.IR physics.soc-ph | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we determine the appropriate decay function for item-based
collaborative filtering (CF). Instead of intuitive deduction, we introduce the
Similarity-Signal-to-Noise-Ratio (SSNR) to quantify the impacts of rated items
on current recommendations. By measuring the variation of SSNR over time, drift
in use... | [
{
"created": "Tue, 19 Oct 2010 17:32:26 GMT",
"version": "v1"
}
] | 2010-10-20 | [
[
"Wu",
"Pei",
""
],
[
"Yeung",
"Chi Ho",
""
],
[
"Liu",
"Weiping",
""
],
[
"Jin",
"Cihang",
""
],
[
"Zhang",
"Yi-Cheng",
""
]
] | In this paper, we determine the appropriate decay function for item-based collaborative filtering (CF). Instead of intuitive deduction, we introduce the Similarity-Signal-to-Noise-Ratio (SSNR) to quantify the impacts of rated items on current recommendations. By measuring the variation of SSNR over time, drift in user ... |
2104.06443 | Julia Mendelsohn | Julia Mendelsohn, Ceren Budak, David Jurgens | Modeling Framing in Immigration Discourse on Social Media | Accepted at NAACL 2021 (camera-ready), Annotation codebook, data,
models, and code available at https://github.com/juliamendelsohn/framing | null | 10.18653/v1/2021.naacl-main.179 | null | cs.CL cs.CY | http://creativecommons.org/licenses/by/4.0/ | The framing of political issues can influence policy and public opinion. Even
though the public plays a key role in creating and spreading frames, little is
known about how ordinary people on social media frame political issues. By
creating a new dataset of immigration-related tweets labeled for multiple
framing typo... | [
{
"created": "Tue, 13 Apr 2021 18:35:44 GMT",
"version": "v1"
}
] | 2021-09-09 | [
[
"Mendelsohn",
"Julia",
""
],
[
"Budak",
"Ceren",
""
],
[
"Jurgens",
"David",
""
]
] | The framing of political issues can influence policy and public opinion. Even though the public plays a key role in creating and spreading frames, little is known about how ordinary people on social media frame political issues. By creating a new dataset of immigration-related tweets labeled for multiple framing typolo... |
2204.12084 | Khay Boon Hong | Khay Boon Hong | U-Net with ResNet Backbone for Garment Landmarking Purpose | A draft for purpose of archive, not intended for official academic
uses | null | null | null | cs.CV cs.AI | http://creativecommons.org/licenses/by-sa/4.0/ | We build a heatmap-based landmark detection model to locate important
landmarks on 2D RGB garment images. The main goal is to detect edges, corners
and suitable interior region of the garments. This let us re-create 3D garments
in modern 3D editing software by incorporate landmark detection model and
texture unwrappi... | [
{
"created": "Tue, 26 Apr 2022 05:47:27 GMT",
"version": "v1"
}
] | 2022-04-27 | [
[
"Hong",
"Khay Boon",
""
]
] | We build a heatmap-based landmark detection model to locate important landmarks on 2D RGB garment images. The main goal is to detect edges, corners and suitable interior region of the garments. This let us re-create 3D garments in modern 3D editing software by incorporate landmark detection model and texture unwrapping... |
2404.05231 | Xiaofan Li | Xiaofan Li, Zhizhong Zhang, Xin Tan, Chengwei Chen, Yanyun Qu, Yuan
Xie, Lizhuang Ma | PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly
Detection | Accepted by CVPR2024 | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The vision-language model has brought great improvement to few-shot
industrial anomaly detection, which usually needs to design of hundreds of
prompts through prompt engineering. For automated scenarios, we first use
conventional prompt learning with many-class paradigm as the baseline to
automatically learn prompts ... | [
{
"created": "Mon, 8 Apr 2024 06:53:30 GMT",
"version": "v1"
},
{
"created": "Tue, 16 Jul 2024 08:02:46 GMT",
"version": "v2"
}
] | 2024-07-17 | [
[
"Li",
"Xiaofan",
""
],
[
"Zhang",
"Zhizhong",
""
],
[
"Tan",
"Xin",
""
],
[
"Chen",
"Chengwei",
""
],
[
"Qu",
"Yanyun",
""
],
[
"Xie",
"Yuan",
""
],
[
"Ma",
"Lizhuang",
""
]
] | The vision-language model has brought great improvement to few-shot industrial anomaly detection, which usually needs to design of hundreds of prompts through prompt engineering. For automated scenarios, we first use conventional prompt learning with many-class paradigm as the baseline to automatically learn prompts bu... |
2105.13697 | Mingfu Xue | Mingfu Xue, Zhiyu Wu, Jian Wang, Yushu Zhang, Weiqiang Liu | AdvParams: An Active DNN Intellectual Property Protection Technique via
Adversarial Perturbation Based Parameter Encryption | null | IEEE Transactions on Emerging Topics in Computing, 2022 | 10.1109/TETC.2022.3231012 | null | cs.CR cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A well-trained DNN model can be regarded as an intellectual property (IP) of
the model owner. To date, many DNN IP protection methods have been proposed,
but most of them are watermarking based verification methods where model owners
can only verify their ownership passively after the copyright of DNN models has
been... | [
{
"created": "Fri, 28 May 2021 09:42:35 GMT",
"version": "v1"
}
] | 2023-05-26 | [
[
"Xue",
"Mingfu",
""
],
[
"Wu",
"Zhiyu",
""
],
[
"Wang",
"Jian",
""
],
[
"Zhang",
"Yushu",
""
],
[
"Liu",
"Weiqiang",
""
]
] | A well-trained DNN model can be regarded as an intellectual property (IP) of the model owner. To date, many DNN IP protection methods have been proposed, but most of them are watermarking based verification methods where model owners can only verify their ownership passively after the copyright of DNN models has been i... |
2011.08122 | Yong Deng | Yong Deng and Min Dong | Memory-Rate Tradeoff for Caching with Uncoded Placement under Nonuniform
File Popularity | To appear in the Asilomar Conference on Signals, Systems, and
Computers, 2020 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | For caching with nonuniform file popularity, we aim to characterize the
memory-rate tradeoff under uncoded cache placement. We consider the recently
proposed Modified Coded Caching Scheme (MCCS) with the optimized cache
placement based on the popularity-first approach to minimize the average
delivery rate. We introdu... | [
{
"created": "Mon, 16 Nov 2020 17:35:27 GMT",
"version": "v1"
},
{
"created": "Sat, 16 Jan 2021 02:23:09 GMT",
"version": "v2"
}
] | 2021-01-19 | [
[
"Deng",
"Yong",
""
],
[
"Dong",
"Min",
""
]
] | For caching with nonuniform file popularity, we aim to characterize the memory-rate tradeoff under uncoded cache placement. We consider the recently proposed Modified Coded Caching Scheme (MCCS) with the optimized cache placement based on the popularity-first approach to minimize the average delivery rate. We introduce... |
1802.09012 | Min Chen | Min Chen, Kelly Gaither, Nigel W. John, and Brian McCann | Cost-benefit Analysis of Visualization in Virtual Environments | Submitted to SciVis 2017 on 31 March 2017 and was not accepted.
Authors' feedback about the SciVis 2017 reviews can be found in the cover
letter accompanying the EuroVis submission. Revised with a major extension
and submitted to EuroVis 2018 on 13 December 2017, but was not accepted | IEEE Transactions on Visualization and Computer Graphics, 25(1),
2019 | 10.1109/TVCG.2018.2865025 | null | cs.HC cs.GR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Visualization and virtual environments (VEs) have been two interconnected
parallel strands in visual computing for decades. Some VEs have been purposely
developed for visualization applications, while many visualization applications
are exemplary showcases in general-purpose VEs. Because of the development and
operat... | [
{
"created": "Sun, 25 Feb 2018 14:14:42 GMT",
"version": "v1"
},
{
"created": "Wed, 28 Feb 2018 09:30:32 GMT",
"version": "v2"
}
] | 2018-12-04 | [
[
"Chen",
"Min",
""
],
[
"Gaither",
"Kelly",
""
],
[
"John",
"Nigel W.",
""
],
[
"McCann",
"Brian",
""
]
] | Visualization and virtual environments (VEs) have been two interconnected parallel strands in visual computing for decades. Some VEs have been purposely developed for visualization applications, while many visualization applications are exemplary showcases in general-purpose VEs. Because of the development and operatio... |
2304.14238 | Michael Sejr Schlichtkrull | Michael Schlichtkrull, Nedjma Ousidhoum, Andreas Vlachos | The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who | Accepted to the Findings of EMNLP 2023 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Automated fact-checking is often presented as an epistemic tool that
fact-checkers, social media consumers, and other stakeholders can use to fight
misinformation. Nevertheless, few papers thoroughly discuss how. We document
this by analysing 100 highly-cited papers, and annotating epistemic elements
related to inten... | [
{
"created": "Thu, 27 Apr 2023 14:55:23 GMT",
"version": "v1"
},
{
"created": "Wed, 8 Nov 2023 12:10:49 GMT",
"version": "v2"
}
] | 2023-11-09 | [
[
"Schlichtkrull",
"Michael",
""
],
[
"Ousidhoum",
"Nedjma",
""
],
[
"Vlachos",
"Andreas",
""
]
] | Automated fact-checking is often presented as an epistemic tool that fact-checkers, social media consumers, and other stakeholders can use to fight misinformation. Nevertheless, few papers thoroughly discuss how. We document this by analysing 100 highly-cited papers, and annotating epistemic elements related to intende... |
2306.14878 | Yilun Xu | Yilun Xu, Mingyang Deng, Xiang Cheng, Yonglong Tian, Ziming Liu, Tommi
Jaakkola | Restart Sampling for Improving Generative Processes | Code is available at
https://github.com/Newbeeer/diffusion_restart_sampling | null | null | null | cs.LG cs.CV stat.CO stat.ML | http://creativecommons.org/licenses/by/4.0/ | Generative processes that involve solving differential equations, such as
diffusion models, frequently necessitate balancing speed and quality. ODE-based
samplers are fast but plateau in performance while SDE-based samplers deliver
higher sample quality at the cost of increased sampling time. We attribute this
differ... | [
{
"created": "Mon, 26 Jun 2023 17:48:25 GMT",
"version": "v1"
},
{
"created": "Wed, 1 Nov 2023 04:17:43 GMT",
"version": "v2"
}
] | 2023-11-02 | [
[
"Xu",
"Yilun",
""
],
[
"Deng",
"Mingyang",
""
],
[
"Cheng",
"Xiang",
""
],
[
"Tian",
"Yonglong",
""
],
[
"Liu",
"Ziming",
""
],
[
"Jaakkola",
"Tommi",
""
]
] | Generative processes that involve solving differential equations, such as diffusion models, frequently necessitate balancing speed and quality. ODE-based samplers are fast but plateau in performance while SDE-based samplers deliver higher sample quality at the cost of increased sampling time. We attribute this differen... |
1807.01866 | Harold Soh | Harold Soh, Yaqi Xie, Min Chen, David Hsu | Multi-Task Trust Transfer for Human-Robot Interaction | IJRR and RSS conference | null | 10.1177/0278364919866905 | null | cs.RO cs.HC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Trust is essential in shaping human interactions with one another and with
robots. This paper discusses how human trust in robot capabilities transfers
across multiple tasks. We first present a human-subject study of two distinct
task domains: a Fetch robot performing household tasks and a virtual reality
simulation ... | [
{
"created": "Thu, 5 Jul 2018 06:58:13 GMT",
"version": "v1"
},
{
"created": "Thu, 22 Aug 2019 03:37:35 GMT",
"version": "v2"
},
{
"created": "Thu, 26 Aug 2021 09:51:33 GMT",
"version": "v3"
}
] | 2021-08-27 | [
[
"Soh",
"Harold",
""
],
[
"Xie",
"Yaqi",
""
],
[
"Chen",
"Min",
""
],
[
"Hsu",
"David",
""
]
] | Trust is essential in shaping human interactions with one another and with robots. This paper discusses how human trust in robot capabilities transfers across multiple tasks. We first present a human-subject study of two distinct task domains: a Fetch robot performing household tasks and a virtual reality simulation of... |
1808.05832 | Olivier Sigaud | Alo\"is Pourchot, Nicolas Perrin, Olivier Sigaud | Importance mixing: Improving sample reuse in evolutionary policy search
methods | null | null | null | null | cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Deep neuroevolution, that is evolutionary policy search methods based on deep
neural networks, have recently emerged as a competitor to deep reinforcement
learning algorithms due to their better parallelization capabilities. However,
these methods still suffer from a far worse sample efficiency. In this paper we
inve... | [
{
"created": "Fri, 17 Aug 2018 11:25:19 GMT",
"version": "v1"
}
] | 2018-08-20 | [
[
"Pourchot",
"Aloïs",
""
],
[
"Perrin",
"Nicolas",
""
],
[
"Sigaud",
"Olivier",
""
]
] | Deep neuroevolution, that is evolutionary policy search methods based on deep neural networks, have recently emerged as a competitor to deep reinforcement learning algorithms due to their better parallelization capabilities. However, these methods still suffer from a far worse sample efficiency. In this paper we invest... |
1512.07438 | Steffen Wendzel | Steffen Wendzel, Wojciech Mazurczyk, Sebastian Zander | Unified Description for Network Information Hiding Methods | 24 pages, 7 figures, 1 table; currently under review | Journal of Universal Computer Science (J.UCS), vol. 22, no. 11
(2016), 1456-1486 | null | null | cs.CR | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Until now hiding methods in network steganography have been described in
arbitrary ways, making them difficult to compare. For instance, some
publications describe classical channel characteristics, such as robustness and
bandwidth, while others describe the embedding of hidden information. We
introduce the first uni... | [
{
"created": "Wed, 23 Dec 2015 11:32:41 GMT",
"version": "v1"
},
{
"created": "Mon, 9 Jan 2017 11:44:07 GMT",
"version": "v2"
}
] | 2017-01-10 | [
[
"Wendzel",
"Steffen",
""
],
[
"Mazurczyk",
"Wojciech",
""
],
[
"Zander",
"Sebastian",
""
]
] | Until now hiding methods in network steganography have been described in arbitrary ways, making them difficult to compare. For instance, some publications describe classical channel characteristics, such as robustness and bandwidth, while others describe the embedding of hidden information. We introduce the first unifi... |
2103.13864 | Febin Sebastian Elayanithottathil | Febin Sebastian Elayanithottathil and Janis Keuper | A Retail Product Categorisation Dataset | null | null | null | null | cs.LG cs.IR | http://creativecommons.org/publicdomain/zero/1.0/ | Most eCommerce applications, like web-shops have millions of products. In
this context, the identification of similar products is a common sub-task,
which can be utilized in the implementation of recommendation systems, product
search engines and internal supply logistics. Providing this data set, our goal
is to boos... | [
{
"created": "Thu, 25 Mar 2021 14:23:48 GMT",
"version": "v1"
},
{
"created": "Sat, 3 Apr 2021 09:31:56 GMT",
"version": "v2"
}
] | 2021-04-06 | [
[
"Elayanithottathil",
"Febin Sebastian",
""
],
[
"Keuper",
"Janis",
""
]
] | Most eCommerce applications, like web-shops have millions of products. In this context, the identification of similar products is a common sub-task, which can be utilized in the implementation of recommendation systems, product search engines and internal supply logistics. Providing this data set, our goal is to boost ... |
1812.07932 | Alexander Kampmann | Alexander Kampmann, Andreas Zeller | Carving Parameterized Unit Tests | null | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present a method to automatically extract ("carve") parameterized unit
tests from system executions. The unit tests execute the same functions as the
system tests they are carved from, but can do so much faster as they call
functions directly; furthermore, being parameterized, they can execute the
functions with a... | [
{
"created": "Wed, 19 Dec 2018 13:21:53 GMT",
"version": "v1"
}
] | 2018-12-20 | [
[
"Kampmann",
"Alexander",
""
],
[
"Zeller",
"Andreas",
""
]
] | We present a method to automatically extract ("carve") parameterized unit tests from system executions. The unit tests execute the same functions as the system tests they are carved from, but can do so much faster as they call functions directly; furthermore, being parameterized, they can execute the functions with a l... |
1804.07068 | Masashi Yoshikawa | Masashi Yoshikawa, Koji Mineshima, Hiroshi Noji and Daisuke Bekki | Consistent CCG Parsing over Multiple Sentences for Improved Logical
Reasoning | 6 pages. short paper accepted to NAACL2018 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In formal logic-based approaches to Recognizing Textual Entailment (RTE), a
Combinatory Categorial Grammar (CCG) parser is used to parse input premises and
hypotheses to obtain their logical formulas. Here, it is important that the
parser processes the sentences consistently; failing to recognize a similar
syntactic ... | [
{
"created": "Thu, 19 Apr 2018 10:17:47 GMT",
"version": "v1"
}
] | 2018-04-20 | [
[
"Yoshikawa",
"Masashi",
""
],
[
"Mineshima",
"Koji",
""
],
[
"Noji",
"Hiroshi",
""
],
[
"Bekki",
"Daisuke",
""
]
] | In formal logic-based approaches to Recognizing Textual Entailment (RTE), a Combinatory Categorial Grammar (CCG) parser is used to parse input premises and hypotheses to obtain their logical formulas. Here, it is important that the parser processes the sentences consistently; failing to recognize a similar syntactic st... |
2002.05410 | Tchuitcheu Willy Carlos | Willy Carlos Tchuitcheu, Christophe Bobda, and Md Jubaer Hossain
Pantho | Internet of Smart-Cameras for Traffic Lights Optimization in Smart
Cities | 12 pages | Internet of Things(2020) | 10.1016/j.iot.2020.100207 | null | cs.MA | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Smart and decentralized control systems have recently been proposed to handle
the growing traffic congestion in urban cities. Proposed smart traffic light
solutions based on Wireless Sensor Network and Vehicular Ad-hoc NETwork are
either unreliable and inflexible or complex and costly. Furthermore, the
handling of sp... | [
{
"created": "Thu, 13 Feb 2020 09:51:34 GMT",
"version": "v1"
}
] | 2020-05-14 | [
[
"Tchuitcheu",
"Willy Carlos",
""
],
[
"Bobda",
"Christophe",
""
],
[
"Pantho",
"Md Jubaer Hossain",
""
]
] | Smart and decentralized control systems have recently been proposed to handle the growing traffic congestion in urban cities. Proposed smart traffic light solutions based on Wireless Sensor Network and Vehicular Ad-hoc NETwork are either unreliable and inflexible or complex and costly. Furthermore, the handling of spec... |
1304.5107 | Pablo Dorta-Gonzalez | Pablo Dorta-Gonzalez and Maria Isabel Dorta-Gonzalez | Comparing journals from different fields of Science and Social Science
through a JCR Subject Categories Normalized Impact Factor | 28 pages, 4 tables and 5 figures. arXiv admin note: text overlap with
arXiv:1007.4749 by other authors | Scientometrics 95(2), 645-672 (2013) | 10.1007/s11192-012-0929-9 | null | cs.DL physics.soc-ph stat.AP | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | The journal Impact Factor (IF) is not comparable among fields of Science and
Social Science because of systematic differences in publication and citation
behaviour across disciplines. In this work, a decomposing of the field
aggregate impact factor into five normally distributed variables is presented.
Considering th... | [
{
"created": "Thu, 18 Apr 2013 12:36:49 GMT",
"version": "v1"
}
] | 2013-04-19 | [
[
"Dorta-Gonzalez",
"Pablo",
""
],
[
"Dorta-Gonzalez",
"Maria Isabel",
""
]
] | The journal Impact Factor (IF) is not comparable among fields of Science and Social Science because of systematic differences in publication and citation behaviour across disciplines. In this work, a decomposing of the field aggregate impact factor into five normally distributed variables is presented. Considering thes... |
1912.03458 | Yinpeng Chen | Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan,
Zicheng Liu | Dynamic Convolution: Attention over Convolution Kernels | CVPR 2020 (Oral) | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Light-weight convolutional neural networks (CNNs) suffer performance
degradation as their low computational budgets constrain both the depth (number
of convolution layers) and the width (number of channels) of CNNs, resulting in
limited representation capability. To address this issue, we present Dynamic
Convolution,... | [
{
"created": "Sat, 7 Dec 2019 07:51:35 GMT",
"version": "v1"
},
{
"created": "Tue, 31 Mar 2020 21:56:49 GMT",
"version": "v2"
}
] | 2020-04-02 | [
[
"Chen",
"Yinpeng",
""
],
[
"Dai",
"Xiyang",
""
],
[
"Liu",
"Mengchen",
""
],
[
"Chen",
"Dongdong",
""
],
[
"Yuan",
"Lu",
""
],
[
"Liu",
"Zicheng",
""
]
] | Light-weight convolutional neural networks (CNNs) suffer performance degradation as their low computational budgets constrain both the depth (number of convolution layers) and the width (number of channels) of CNNs, resulting in limited representation capability. To address this issue, we present Dynamic Convolution, a... |
2203.04751 | Kshitij Tiwari | Kshitij Tiwari, Basak Sakcak, Prasanna Routray, Manivannan M., and
Steven M. LaValle | Visibility-Inspired Models of Touch Sensors for Navigation | Accepted at IEEE IROS 2022 | null | 10.1109/IROS47612.2022.9981084 | null | cs.RO cs.AI | http://creativecommons.org/licenses/by/4.0/ | This paper introduces mathematical models of \sensors\ for mobile robots
based on visibility. Serving a purpose similar to the pinhole camera model for
computer vision, the introduced models are expected to provide a useful,
idealized characterization of task-relevant information that can be inferred
from their outpu... | [
{
"created": "Fri, 4 Mar 2022 08:23:01 GMT",
"version": "v1"
},
{
"created": "Thu, 28 Jul 2022 07:42:32 GMT",
"version": "v2"
}
] | 2023-01-24 | [
[
"Tiwari",
"Kshitij",
""
],
[
"Sakcak",
"Basak",
""
],
[
"Routray",
"Prasanna",
""
],
[
"M.",
"Manivannan",
""
],
[
"LaValle",
"Steven M.",
""
]
] | This paper introduces mathematical models of \sensors\ for mobile robots based on visibility. Serving a purpose similar to the pinhole camera model for computer vision, the introduced models are expected to provide a useful, idealized characterization of task-relevant information that can be inferred from their outputs... |
2309.04082 | Sungjun Cho | Sungjun Cho, Seunghyuk Cho, Sungwoo Park, Hankook Lee, Honglak Lee,
Moontae Lee | Curve Your Attention: Mixed-Curvature Transformers for Graph
Representation Learning | 19 pages, 7 figures | null | null | null | cs.LG cs.AI | http://creativecommons.org/licenses/by/4.0/ | Real-world graphs naturally exhibit hierarchical or cyclical structures that
are unfit for the typical Euclidean space. While there exist graph neural
networks that leverage hyperbolic or spherical spaces to learn representations
that embed such structures more accurately, these methods are confined under
the message... | [
{
"created": "Fri, 8 Sep 2023 02:44:37 GMT",
"version": "v1"
}
] | 2023-09-11 | [
[
"Cho",
"Sungjun",
""
],
[
"Cho",
"Seunghyuk",
""
],
[
"Park",
"Sungwoo",
""
],
[
"Lee",
"Hankook",
""
],
[
"Lee",
"Honglak",
""
],
[
"Lee",
"Moontae",
""
]
] | Real-world graphs naturally exhibit hierarchical or cyclical structures that are unfit for the typical Euclidean space. While there exist graph neural networks that leverage hyperbolic or spherical spaces to learn representations that embed such structures more accurately, these methods are confined under the message-p... |
1003.1795 | Rdv Ijcsis | Vidhya. K. A, G. Aghila | A Survey of Na\"ive Bayes Machine Learning approach in Text Document
Classification | Pages IEEE format, International Journal of Computer Science and
Information Security, IJCSIS, Vol. 7 No. 2, February 2010, USA. ISSN 1947
5500, http://sites.google.com/site/ijcsis/ | null | null | null | cs.LG cs.IR | http://creativecommons.org/licenses/by-nc-sa/3.0/ | Text Document classification aims in associating one or more predefined
categories based on the likelihood suggested by the training set of labeled
documents. Many machine learning algorithms play a vital role in training the
system with predefined categories among which Na\"ive Bayes has some intriguing
facts that i... | [
{
"created": "Tue, 9 Mar 2010 06:41:49 GMT",
"version": "v1"
}
] | 2010-03-10 | [
[
"A",
"Vidhya. K.",
""
],
[
"Aghila",
"G.",
""
]
] | Text Document classification aims in associating one or more predefined categories based on the likelihood suggested by the training set of labeled documents. Many machine learning algorithms play a vital role in training the system with predefined categories among which Na\"ive Bayes has some intriguing facts that it ... |
1304.3963 | Sundeep Rangan | Mustafa Riza Akdeniz, Yuanpeng Liu, Sundeep Rangan and Elza Erkip | Millimeter Wave Picocellular System Evaluation for Urban Deployments | This paper is replaced by arXiv:1312.4921 | null | null | null | cs.NI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | With the severe spectrum shortage in conventional cellular bands, millimeter
wave (mmW) frequencies between 30 and 300 GHz have been attracting growing
attention as a possible candidate for next-generation micro- and picocellular
wireless networks. The mmW bands offer orders of magnitude greater spectrum
than current... | [
{
"created": "Mon, 15 Apr 2013 01:15:48 GMT",
"version": "v1"
},
{
"created": "Fri, 25 Apr 2014 20:50:47 GMT",
"version": "v2"
}
] | 2014-04-29 | [
[
"Akdeniz",
"Mustafa Riza",
""
],
[
"Liu",
"Yuanpeng",
""
],
[
"Rangan",
"Sundeep",
""
],
[
"Erkip",
"Elza",
""
]
] | With the severe spectrum shortage in conventional cellular bands, millimeter wave (mmW) frequencies between 30 and 300 GHz have been attracting growing attention as a possible candidate for next-generation micro- and picocellular wireless networks. The mmW bands offer orders of magnitude greater spectrum than current c... |
1402.0391 | Hui Gao | Hui Gao, Tiejun Lv, Di Fang, Shaoshi Yang, Chau Yuen | Limited Feedback-Based Interference Alignment for Interfering
Multi-Access Channels | 4 pages, 4 figures, to appear in IEEE Communications Letters | IEEE Communications Letters, Vol. 18, No. 4, pp. 540 - 543, April
2014 | 10.1109/LCOMM.2014.021214.132762 | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | A limited feedback-based interference alignment (IA) scheme is proposed for
the interfering multi-access channel (IMAC). By employing a novel
performance-oriented quantization strategy, the proposed scheme is able to
achieve the minimum overall residual inter-cell interference (ICI) with the
optimized transceivers un... | [
{
"created": "Mon, 3 Feb 2014 14:51:22 GMT",
"version": "v1"
},
{
"created": "Tue, 4 Feb 2014 02:57:39 GMT",
"version": "v2"
}
] | 2015-03-04 | [
[
"Gao",
"Hui",
""
],
[
"Lv",
"Tiejun",
""
],
[
"Fang",
"Di",
""
],
[
"Yang",
"Shaoshi",
""
],
[
"Yuen",
"Chau",
""
]
] | A limited feedback-based interference alignment (IA) scheme is proposed for the interfering multi-access channel (IMAC). By employing a novel performance-oriented quantization strategy, the proposed scheme is able to achieve the minimum overall residual inter-cell interference (ICI) with the optimized transceivers unde... |
2401.12496 | Kang-Won Lee | Kang-Won Lee, Yuzhe Qin, Xiaolong Wang and Soo-Chul Lim | DexTouch: Learning to Seek and Manipulate Objects with Tactile Dexterity | Project page: https://lee-kangwon.github.io/dextouch/ | null | null | null | cs.RO cs.LG | http://creativecommons.org/licenses/by/4.0/ | The sense of touch is an essential ability for skillfully performing a
variety of tasks, providing the capacity to search and manipulate objects
without relying on visual information. Extensive research has been conducted
over time to apply these human tactile abilities to robots. In this paper, we
introduce a multi-... | [
{
"created": "Tue, 23 Jan 2024 05:37:32 GMT",
"version": "v1"
}
] | 2024-01-24 | [
[
"Lee",
"Kang-Won",
""
],
[
"Qin",
"Yuzhe",
""
],
[
"Wang",
"Xiaolong",
""
],
[
"Lim",
"Soo-Chul",
""
]
] | The sense of touch is an essential ability for skillfully performing a variety of tasks, providing the capacity to search and manipulate objects without relying on visual information. Extensive research has been conducted over time to apply these human tactile abilities to robots. In this paper, we introduce a multi-fi... |
1305.1060 | Gian Luca Pozzato | Laura Giordano and Valentina Gliozzi and Nicola Olivetti and Gian Luca
Pozzato | On Rational Closure in Description Logics of Typicality | null | null | null | null | cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We define the notion of rational closure in the context of Description Logics
extended with a tipicality operator. We start from ALC+T, an extension of ALC
with a typicality operator T: intuitively allowing to express concepts of the
form T(C), meant to select the "most normal" instances of a concept C. The
semantics... | [
{
"created": "Sun, 5 May 2013 22:32:16 GMT",
"version": "v1"
}
] | 2013-05-07 | [
[
"Giordano",
"Laura",
""
],
[
"Gliozzi",
"Valentina",
""
],
[
"Olivetti",
"Nicola",
""
],
[
"Pozzato",
"Gian Luca",
""
]
] | We define the notion of rational closure in the context of Description Logics extended with a tipicality operator. We start from ALC+T, an extension of ALC with a typicality operator T: intuitively allowing to express concepts of the form T(C), meant to select the "most normal" instances of a concept C. The semantics w... |
cs/0502069 | Sandor P. Fekete | Alexander Kroeller, Sandor P. Fekete, Carsten Buschmann, Stefan
Fischer and Dennis Pfisterer | Koordinatenfreies Lokationsbewusstsein (Localization without
Coordinates) | German, 15 pages, 6 figures, Latex, to appear in Information
Technology | null | null | null | cs.DC | null | Localization is one of the fundamental issues in sensor networks. It is
almost always assumed that it must be solved by assigning coordinates to the
nodes. This article discusses positioning algorithms from a theoretical,
practical and simulative point of view, and identifies difficulties and
limitations. Ideas for m... | [
{
"created": "Tue, 15 Feb 2005 16:35:13 GMT",
"version": "v1"
}
] | 2009-09-29 | [
[
"Kroeller",
"Alexander",
""
],
[
"Fekete",
"Sandor P.",
""
],
[
"Buschmann",
"Carsten",
""
],
[
"Fischer",
"Stefan",
""
],
[
"Pfisterer",
"Dennis",
""
]
] | Localization is one of the fundamental issues in sensor networks. It is almost always assumed that it must be solved by assigning coordinates to the nodes. This article discusses positioning algorithms from a theoretical, practical and simulative point of view, and identifies difficulties and limitations. Ideas for mor... |
1210.7506 | Cong Ling | Kezhi Li, Lu Gan, Cong Ling | Convolutional Compressed Sensing Using Deterministic Sequences | A major overhaul of the withdrawn paper Orthogonal symmetric Toeplitz
matrices for compressed sensing: Statistical isometry property | null | 10.1109/TSP.2012.2229994 | null | cs.IT cs.MM math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, a new class of circulant matrices built from deterministic
sequences is proposed for convolution-based compressed sensing (CS). In
contrast to random convolution, the coefficients of the underlying filter are
given by the discrete Fourier transform of a deterministic sequence with good
autocorrelation.... | [
{
"created": "Sun, 28 Oct 2012 20:34:06 GMT",
"version": "v1"
}
] | 2015-06-11 | [
[
"Li",
"Kezhi",
""
],
[
"Gan",
"Lu",
""
],
[
"Ling",
"Cong",
""
]
] | In this paper, a new class of circulant matrices built from deterministic sequences is proposed for convolution-based compressed sensing (CS). In contrast to random convolution, the coefficients of the underlying filter are given by the discrete Fourier transform of a deterministic sequence with good autocorrelation. B... |
2102.06429 | Yiping Jin | Yiping Jin, Vishakha Kadam, Dittaya Wanvarie | Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier
from Wikipedia | Accepted to TextGraphs-15 Workshop @ NAACL 2021 | null | null | null | cs.IR cs.LG | http://creativecommons.org/licenses/by/4.0/ | Contextual advertising provides advertisers with the opportunity to target
the context which is most relevant to their ads. However, its power cannot be
fully utilized unless we can target the page content using fine-grained
categories, e.g., "coupe" vs. "hatchback" instead of "automotive" vs. "sport".
The widely use... | [
{
"created": "Fri, 12 Feb 2021 10:18:25 GMT",
"version": "v1"
},
{
"created": "Tue, 20 Apr 2021 03:28:19 GMT",
"version": "v2"
}
] | 2021-04-21 | [
[
"Jin",
"Yiping",
""
],
[
"Kadam",
"Vishakha",
""
],
[
"Wanvarie",
"Dittaya",
""
]
] | Contextual advertising provides advertisers with the opportunity to target the context which is most relevant to their ads. However, its power cannot be fully utilized unless we can target the page content using fine-grained categories, e.g., "coupe" vs. "hatchback" instead of "automotive" vs. "sport". The widely used ... |
2306.09468 | Xiaotian Han | Xiaotian Han, Jianfeng Chi, Yu Chen, Qifan Wang, Han Zhao, Na Zou, Xia
Hu | FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | ICLR2024 | null | null | null | cs.LG cs.AI cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces the Fair Fairness Benchmark (\textsf{FFB}), a
benchmarking framework for in-processing group fairness methods. Ensuring
fairness in machine learning is important for ethical compliance. However,
there exist challenges in comparing and developing fairness methods due to
inconsistencies in experim... | [
{
"created": "Thu, 15 Jun 2023 19:51:28 GMT",
"version": "v1"
},
{
"created": "Tue, 11 Jun 2024 03:10:10 GMT",
"version": "v2"
}
] | 2024-06-12 | [
[
"Han",
"Xiaotian",
""
],
[
"Chi",
"Jianfeng",
""
],
[
"Chen",
"Yu",
""
],
[
"Wang",
"Qifan",
""
],
[
"Zhao",
"Han",
""
],
[
"Zou",
"Na",
""
],
[
"Hu",
"Xia",
""
]
] | This paper introduces the Fair Fairness Benchmark (\textsf{FFB}), a benchmarking framework for in-processing group fairness methods. Ensuring fairness in machine learning is important for ethical compliance. However, there exist challenges in comparing and developing fairness methods due to inconsistencies in experimen... |
2210.00038 | Zhiqi Bu | Zhiqi Bu, Yu-Xiang Wang, Sheng Zha, George Karypis | Differentially Private Optimization on Large Model at Small Cost | null | null | null | null | cs.LG cs.CL cs.CR cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Differentially private (DP) optimization is the standard paradigm to learn
large neural networks that are accurate and privacy-preserving. The
computational cost for DP deep learning, however, is notoriously heavy due to
the per-sample gradient clipping. Existing DP implementations are 2-1000X more
costly in time and... | [
{
"created": "Fri, 30 Sep 2022 18:38:53 GMT",
"version": "v1"
},
{
"created": "Tue, 19 Sep 2023 02:14:06 GMT",
"version": "v2"
}
] | 2023-09-20 | [
[
"Bu",
"Zhiqi",
""
],
[
"Wang",
"Yu-Xiang",
""
],
[
"Zha",
"Sheng",
""
],
[
"Karypis",
"George",
""
]
] | Differentially private (DP) optimization is the standard paradigm to learn large neural networks that are accurate and privacy-preserving. The computational cost for DP deep learning, however, is notoriously heavy due to the per-sample gradient clipping. Existing DP implementations are 2-1000X more costly in time and s... |
2112.01989 | Cedric M\"oller | Cedric M\"oller, Jens Lehmann, Ricardo Usbeck | Survey on English Entity Linking on Wikidata | Disclaimer: Cedric M\"oller, Jens Lehmann, Ricardo Usbeck, 2021. The
definitive, peer reviewed and edited version of this article is published in
the Semantic Web Journal, Special issue: Latest Advancements in Linguistic 3
Linked Data, 2021 | null | null | null | cs.CL cs.AI cs.LG | http://creativecommons.org/licenses/by/4.0/ | Wikidata is a frequently updated, community-driven, and multilingual
knowledge graph. Hence, Wikidata is an attractive basis for Entity Linking,
which is evident by the recent increase in published papers. This survey
focuses on four subjects: (1) Which Wikidata Entity Linking datasets exist, how
widely used are they... | [
{
"created": "Fri, 3 Dec 2021 16:02:42 GMT",
"version": "v1"
}
] | 2021-12-06 | [
[
"Möller",
"Cedric",
""
],
[
"Lehmann",
"Jens",
""
],
[
"Usbeck",
"Ricardo",
""
]
] | Wikidata is a frequently updated, community-driven, and multilingual knowledge graph. Hence, Wikidata is an attractive basis for Entity Linking, which is evident by the recent increase in published papers. This survey focuses on four subjects: (1) Which Wikidata Entity Linking datasets exist, how widely used are they a... |
2102.12119 | Yuhua Sun | Chun-e Zhao, Wenping Ma, Tongjiang Yan, Yuhua Sun | A new upper bound and optimal constructions of equi-difference
conflict-avoiding codes on constant weight | 10 | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Conflict-avoiding codes (CACs) have been used in multiple-access collision
channel without feedback. The size of a CAC is the number of potential users
that can be supported in the system. A code with maximum size is called
optimal. The use of an optimal CAC enables the largest possible number of
asynchronous users t... | [
{
"created": "Wed, 24 Feb 2021 08:27:27 GMT",
"version": "v1"
}
] | 2021-02-25 | [
[
"Zhao",
"Chun-e",
""
],
[
"Ma",
"Wenping",
""
],
[
"Yan",
"Tongjiang",
""
],
[
"Sun",
"Yuhua",
""
]
] | Conflict-avoiding codes (CACs) have been used in multiple-access collision channel without feedback. The size of a CAC is the number of potential users that can be supported in the system. A code with maximum size is called optimal. The use of an optimal CAC enables the largest possible number of asynchronous users to ... |
1806.07084 | Kong Hyeok | Hyeok Kong, Dokjun An, Jihyang Ri | Itemsets of interest for negative association rules | null | null | null | null | cs.DB | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | So far, most of association rule minings have considered about positive
association rules based on frequent itemsets in databases[2,5-7], but they have
not considered the problem of mining negative association rules correlated with
frequent and infrequent itemsets. Negative association rule mining is much more
diffic... | [
{
"created": "Tue, 19 Jun 2018 07:50:48 GMT",
"version": "v1"
}
] | 2018-06-20 | [
[
"Kong",
"Hyeok",
""
],
[
"An",
"Dokjun",
""
],
[
"Ri",
"Jihyang",
""
]
] | So far, most of association rule minings have considered about positive association rules based on frequent itemsets in databases[2,5-7], but they have not considered the problem of mining negative association rules correlated with frequent and infrequent itemsets. Negative association rule mining is much more difficul... |
2203.01611 | Mohsen Annabestani | Mohsen Annabestani, Majid Shabani, Samuel Videira Magalhaes, Alessio
Mondini, and Barbara Mazzolai | A Plant-Inspired Multifunctional, Two Way, and Fiberless Soft Gripper
with Sensorized Kinaesthesia | null | null | null | null | cs.RO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This work presents a new fiberless soft pneumatic actuator that can work
multifunctional and bidirectional, and its embedded sensors give it a
self-proprioception ability. This actuator works based on the idea of employing
helical pressure channels. Applying the controlled input pressures into these
two channels caus... | [
{
"created": "Thu, 3 Mar 2022 10:10:24 GMT",
"version": "v1"
}
] | 2022-03-04 | [
[
"Annabestani",
"Mohsen",
""
],
[
"Shabani",
"Majid",
""
],
[
"Magalhaes",
"Samuel Videira",
""
],
[
"Mondini",
"Alessio",
""
],
[
"Mazzolai",
"Barbara",
""
]
] | This work presents a new fiberless soft pneumatic actuator that can work multifunctional and bidirectional, and its embedded sensors give it a self-proprioception ability. This actuator works based on the idea of employing helical pressure channels. Applying the controlled input pressures into these two channels causes... |
1704.09004 | Adam Hey | Adam J. Hey and Michael A. Heroux | Kanban + X: Leveraging Kanban for Focused Improvements | 7 pages, 6 figures | null | null | null | cs.SE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Agile Development is used for many problems, often with different priorities
and challenges. However, generalized engineering methodologies often overlook
the particularities of a project. To solve this problem, we have looked at ways
engineers have modified development methodologies for a particular focus, and
creat... | [
{
"created": "Fri, 28 Apr 2017 16:47:57 GMT",
"version": "v1"
}
] | 2017-05-01 | [
[
"Hey",
"Adam J.",
""
],
[
"Heroux",
"Michael A.",
""
]
] | Agile Development is used for many problems, often with different priorities and challenges. However, generalized engineering methodologies often overlook the particularities of a project. To solve this problem, we have looked at ways engineers have modified development methodologies for a particular focus, and created... |
2403.14124 | Yong He | Yong He, Hongshan Yu, Muhammad Ibrahim, Xiaoyan Liu, Tongjia Chen,
Anwaar Ulhaq, Ajmal Mian | Soft Masked Transformer for Point Cloud Processing with Skip
Attention-Based Upsampling | 14 pages, 8 figures | null | null | null | cs.CV | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Point cloud processing methods leverage local and global point features %at
the feature level to cater to downstream tasks, yet they often overlook the
task-level context inherent in point clouds during the encoding stage. We argue
that integrating task-level information into the encoding stage significantly
enhances... | [
{
"created": "Thu, 21 Mar 2024 04:34:24 GMT",
"version": "v1"
}
] | 2024-03-22 | [
[
"He",
"Yong",
""
],
[
"Yu",
"Hongshan",
""
],
[
"Ibrahim",
"Muhammad",
""
],
[
"Liu",
"Xiaoyan",
""
],
[
"Chen",
"Tongjia",
""
],
[
"Ulhaq",
"Anwaar",
""
],
[
"Mian",
"Ajmal",
""
]
] | Point cloud processing methods leverage local and global point features %at the feature level to cater to downstream tasks, yet they often overlook the task-level context inherent in point clouds during the encoding stage. We argue that integrating task-level information into the encoding stage significantly enhances p... |
2004.12362 | Xiaojun Quan | Kai Wang and Weizhou Shen and Yunyi Yang and Xiaojun Quan and Rui Wang | Relational Graph Attention Network for Aspect-based Sentiment Analysis | To appear at ACL 2020 | null | null | null | cs.CL cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Aspect-based sentiment analysis aims to determine the sentiment polarity
towards a specific aspect in online reviews. Most recent efforts adopt
attention-based neural network models to implicitly connect aspects with
opinion words. However, due to the complexity of language and the existence of
multiple aspects in a ... | [
{
"created": "Sun, 26 Apr 2020 12:21:04 GMT",
"version": "v1"
}
] | 2020-04-28 | [
[
"Wang",
"Kai",
""
],
[
"Shen",
"Weizhou",
""
],
[
"Yang",
"Yunyi",
""
],
[
"Quan",
"Xiaojun",
""
],
[
"Wang",
"Rui",
""
]
] | Aspect-based sentiment analysis aims to determine the sentiment polarity towards a specific aspect in online reviews. Most recent efforts adopt attention-based neural network models to implicitly connect aspects with opinion words. However, due to the complexity of language and the existence of multiple aspects in a si... |
2007.06767 | Silvano Herculano da Luz Junior | Silvano Herculano da Luz J\'unior, Francisco \'Icaro Cipriano Silva,
Gustavo Sousa Galisa Albuquerque, Francisco Petr\^onio Alencar de Medeiros
and Heremita Brasileiro Lira | Enterprise Architecture in Healthcare Systems: A systematic literature
review | 22 pages | null | 10.17632/44bygxg8w3.1 | null | cs.CY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Enterprise architecture (EA) has been present in scientific literature since
the 1980s and has branched out into several research fields. EA delivers value
by presenting business and ICT leaders with recommendations for adjusting
policies and projects to achieve business goals. Although there are many works
on the EA... | [
{
"created": "Tue, 14 Jul 2020 02:01:25 GMT",
"version": "v1"
},
{
"created": "Fri, 17 Jul 2020 11:18:38 GMT",
"version": "v2"
}
] | 2020-07-20 | [
[
"Júnior",
"Silvano Herculano da Luz",
""
],
[
"Silva",
"Francisco Ícaro Cipriano",
""
],
[
"Albuquerque",
"Gustavo Sousa Galisa",
""
],
[
"de Medeiros",
"Francisco Petrônio Alencar",
""
],
[
"Lira",
"Heremita Brasileiro",
""
]
] | Enterprise architecture (EA) has been present in scientific literature since the 1980s and has branched out into several research fields. EA delivers value by presenting business and ICT leaders with recommendations for adjusting policies and projects to achieve business goals. Although there are many works on the EA a... |
1811.10971 | James Thorne | James Thorne, Andreas Vlachos, Oana Cocarascu, Christos
Christodoulopoulos, Arpit Mittal | The Fact Extraction and VERification (FEVER) Shared Task | Revised from published version in the proceedings of the FEVER
workshop at EMNLP 2018 | null | null | null | cs.CL | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | We present the results of the first Fact Extraction and VERification (FEVER)
Shared Task. The task challenged participants to classify whether human-written
factoid claims could be Supported or Refuted using evidence retrieved from
Wikipedia. We received entries from 23 competing teams, 19 of which scored
higher than... | [
{
"created": "Tue, 27 Nov 2018 13:32:26 GMT",
"version": "v1"
},
{
"created": "Fri, 30 Nov 2018 09:26:31 GMT",
"version": "v2"
}
] | 2018-12-03 | [
[
"Thorne",
"James",
""
],
[
"Vlachos",
"Andreas",
""
],
[
"Cocarascu",
"Oana",
""
],
[
"Christodoulopoulos",
"Christos",
""
],
[
"Mittal",
"Arpit",
""
]
] | We present the results of the first Fact Extraction and VERification (FEVER) Shared Task. The task challenged participants to classify whether human-written factoid claims could be Supported or Refuted using evidence retrieved from Wikipedia. We received entries from 23 competing teams, 19 of which scored higher than t... |
2108.02425 | Tao Kong | Yiming Li, Tao Kong, Ruihang Chu, Yifeng Li, Peng Wang and Lei Li | Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose
Estimation | International Conference on Intelligent Robots and Systems (IROS)
2021 | null | null | null | cs.RO cs.CV | http://creativecommons.org/licenses/by/4.0/ | Grasping in cluttered scenes has always been a great challenge for robots,
due to the requirement of the ability to well understand the scene and object
information. Previous works usually assume that the geometry information of the
objects is available, or utilize a step-wise, multi-stage strategy to predict
the fea... | [
{
"created": "Thu, 5 Aug 2021 07:46:48 GMT",
"version": "v1"
},
{
"created": "Sun, 26 Sep 2021 08:26:38 GMT",
"version": "v2"
}
] | 2021-09-28 | [
[
"Li",
"Yiming",
""
],
[
"Kong",
"Tao",
""
],
[
"Chu",
"Ruihang",
""
],
[
"Li",
"Yifeng",
""
],
[
"Wang",
"Peng",
""
],
[
"Li",
"Lei",
""
]
] | Grasping in cluttered scenes has always been a great challenge for robots, due to the requirement of the ability to well understand the scene and object information. Previous works usually assume that the geometry information of the objects is available, or utilize a step-wise, multi-stage strategy to predict the feasi... |
0901.4934 | Carl Hewitt | Carl Hewitt | A historical perspective on developing foundations iInfo(TM) information
systems: iConsult(TM) and iEntertain(TM) apps using iDescribers(TM)
information integration for iOrgs(TM) information systems | updated title and abstract | null | null | null | cs.DC cs.DB cs.LO | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Technology now at hand can integrate all kinds of digital information for
individuals, groups, and organizations so their information usefully links
together. iInfo(TM) information integration works by making connections
including examples like the following:
- A statistical connection between "being in a traffic j... | [
{
"created": "Fri, 30 Jan 2009 17:33:14 GMT",
"version": "v1"
},
{
"created": "Tue, 17 Nov 2009 12:54:00 GMT",
"version": "v10"
},
{
"created": "Tue, 24 Nov 2009 15:36:18 GMT",
"version": "v11"
},
{
"created": "Tue, 29 Dec 2009 22:54:57 GMT",
"version": "v12"
},
{
... | 2010-10-06 | [
[
"Hewitt",
"Carl",
""
]
] | Technology now at hand can integrate all kinds of digital information for individuals, groups, and organizations so their information usefully links together. iInfo(TM) information integration works by making connections including examples like the following: - A statistical connection between "being in a traffic jam" ... |
2408.07644 | Jianye Xu | Jianye Xu, Pan Hu, Bassam Alrifaee | SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement
Learning Framework for Motion Planning | 8 pages, 5 figures, accepted for presentation at the IEEE
International Conference on Intelligent Transportation Systems (ITSC) 2024 | null | 10.13140/RG.2.2.24505.17769 | null | cs.RO cs.LG cs.MA cs.SY eess.SY | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | This paper introduces an open-source, decentralized framework named SigmaRL,
designed to enhance both sample efficiency and generalization of multi-agent
Reinforcement Learning (RL) for motion planning of connected and automated
vehicles. Most RL agents exhibit a limited capacity to generalize, often
focusing narrowl... | [
{
"created": "Wed, 14 Aug 2024 16:16:51 GMT",
"version": "v1"
}
] | 2024-08-15 | [
[
"Xu",
"Jianye",
""
],
[
"Hu",
"Pan",
""
],
[
"Alrifaee",
"Bassam",
""
]
] | This paper introduces an open-source, decentralized framework named SigmaRL, designed to enhance both sample efficiency and generalization of multi-agent Reinforcement Learning (RL) for motion planning of connected and automated vehicles. Most RL agents exhibit a limited capacity to generalize, often focusing narrowly ... |
2402.05749 | Yunhao Tang | Yunhao Tang, Zhaohan Daniel Guo, Zeyu Zheng, Daniele Calandriello,
R\'emi Munos, Mark Rowland, Pierre Harvey Richemond, Michal Valko, Bernardo
\'Avila Pires, Bilal Piot | Generalized Preference Optimization: A Unified Approach to Offline
Alignment | Accepted at ICML 2023 main conference | null | null | null | cs.LG cs.AI | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Offline preference optimization allows fine-tuning large models directly from
offline data, and has proved effective in recent alignment practices. We
propose generalized preference optimization (GPO), a family of offline losses
parameterized by a general class of convex functions. GPO enables a unified
view over pre... | [
{
"created": "Thu, 8 Feb 2024 15:33:09 GMT",
"version": "v1"
},
{
"created": "Tue, 28 May 2024 23:25:15 GMT",
"version": "v2"
}
] | 2024-05-30 | [
[
"Tang",
"Yunhao",
""
],
[
"Guo",
"Zhaohan Daniel",
""
],
[
"Zheng",
"Zeyu",
""
],
[
"Calandriello",
"Daniele",
""
],
[
"Munos",
"Rémi",
""
],
[
"Rowland",
"Mark",
""
],
[
"Richemond",
"Pierre Harvey",
""
... | Offline preference optimization allows fine-tuning large models directly from offline data, and has proved effective in recent alignment practices. We propose generalized preference optimization (GPO), a family of offline losses parameterized by a general class of convex functions. GPO enables a unified view over prefe... |
1604.08123 | Adrian Garcia-Rodriguez | Adrian Garcia-Rodriguez, Vijay Venkateswaran, Pawel Rulikowski and
Christos Masouros | Hybrid Analog-Digital Precoding Revisited under Realistic RF Modeling | 12 pages, 5 figures | null | null | null | cs.IT math.IT | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper we revisit hybrid analog-digital precoding systems with
emphasis on their modelling and radio-frequency (RF) losses, to realistically
evaluate their benefits in 5G system implementations. For this, we decompose
the analog beamforming networks (ABFN) as a bank of commonly used RF components
and formulate... | [
{
"created": "Wed, 27 Apr 2016 16:09:08 GMT",
"version": "v1"
}
] | 2016-04-28 | [
[
"Garcia-Rodriguez",
"Adrian",
""
],
[
"Venkateswaran",
"Vijay",
""
],
[
"Rulikowski",
"Pawel",
""
],
[
"Masouros",
"Christos",
""
]
] | In this paper we revisit hybrid analog-digital precoding systems with emphasis on their modelling and radio-frequency (RF) losses, to realistically evaluate their benefits in 5G system implementations. For this, we decompose the analog beamforming networks (ABFN) as a bank of commonly used RF components and formulate r... |
2312.08985 | Han Liang | Han Liang, Jiacheng Bao, Ruichi Zhang, Sihan Ren, Yuecheng Xu, Sibei
Yang, Xin Chen, Jingyi Yu, Lan Xu | OMG: Towards Open-vocabulary Motion Generation via Mixture of
Controllers | accepted by CVPR 2024 | null | null | null | cs.CV | http://creativecommons.org/licenses/by-nc-sa/4.0/ | We have recently seen tremendous progress in realistic text-to-motion
generation. Yet, the existing methods often fail or produce implausible motions
with unseen text inputs, which limits the applications. In this paper, we
present OMG, a novel framework, which enables compelling motion generation from
zero-shot open... | [
{
"created": "Thu, 14 Dec 2023 14:31:40 GMT",
"version": "v1"
},
{
"created": "Mon, 18 Dec 2023 05:05:32 GMT",
"version": "v2"
},
{
"created": "Tue, 19 Mar 2024 06:50:17 GMT",
"version": "v3"
}
] | 2024-03-20 | [
[
"Liang",
"Han",
""
],
[
"Bao",
"Jiacheng",
""
],
[
"Zhang",
"Ruichi",
""
],
[
"Ren",
"Sihan",
""
],
[
"Xu",
"Yuecheng",
""
],
[
"Yang",
"Sibei",
""
],
[
"Chen",
"Xin",
""
],
[
"Yu",
"Jingyi",
... | We have recently seen tremendous progress in realistic text-to-motion generation. Yet, the existing methods often fail or produce implausible motions with unseen text inputs, which limits the applications. In this paper, we present OMG, a novel framework, which enables compelling motion generation from zero-shot open-v... |
2305.06142 | Jiaqi Sun | Jiaqi Sun, Lin Zhang, Guangyi Chen, Kun Zhang, Peng XU, Yujiu Yang | Feature Expansion for Graph Neural Networks | Accepted by ICML'23 | null | null | null | cs.LG | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Graph neural networks aim to learn representations for graph-structured data
and show impressive performance, particularly in node classification. Recently,
many methods have studied the representations of GNNs from the perspective of
optimization goals and spectral graph theory. However, the feature space that
domin... | [
{
"created": "Wed, 10 May 2023 13:45:57 GMT",
"version": "v1"
},
{
"created": "Sat, 27 May 2023 17:26:04 GMT",
"version": "v2"
}
] | 2023-05-30 | [
[
"Sun",
"Jiaqi",
""
],
[
"Zhang",
"Lin",
""
],
[
"Chen",
"Guangyi",
""
],
[
"Zhang",
"Kun",
""
],
[
"XU",
"Peng",
""
],
[
"Yang",
"Yujiu",
""
]
] | Graph neural networks aim to learn representations for graph-structured data and show impressive performance, particularly in node classification. Recently, many methods have studied the representations of GNNs from the perspective of optimization goals and spectral graph theory. However, the feature space that dominat... |
2003.05240 | Christian Meske | Christian Meske, Konstantin Wilms, Stefan Stieglitz | Enterprise Social Networks as Digital Infrastructures -- Understanding
the Utilitarian Value of Social Media at the Workplace | null | Information Systems Management, 36:4, pp. 350-367 (2019) | null | null | cs.SI cs.HC | http://creativecommons.org/licenses/by-nc-sa/4.0/ | In this study, we first show that while both the perceived usefulness and
perceived enjoyment of enterprise social networks impact employees' intentions
for continuous participation, the utilitarian value significantly outpaces its
hedonic value. Second, we prove that the network's utilitarian value is
constituted by... | [
{
"created": "Wed, 11 Mar 2020 11:56:27 GMT",
"version": "v1"
}
] | 2020-03-12 | [
[
"Meske",
"Christian",
""
],
[
"Wilms",
"Konstantin",
""
],
[
"Stieglitz",
"Stefan",
""
]
] | In this study, we first show that while both the perceived usefulness and perceived enjoyment of enterprise social networks impact employees' intentions for continuous participation, the utilitarian value significantly outpaces its hedonic value. Second, we prove that the network's utilitarian value is constituted by i... |
2404.15378 | Khai Nguyen | Khai Nguyen and Nhat Ho | Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for
Heterogeneous Joint Distributions | 28 pages, 11 figures, 4 tables | null | null | null | cs.CV cs.AI cs.GR cs.LG stat.ML | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | Sliced Wasserstein (SW) and Generalized Sliced Wasserstein (GSW) have been
widely used in applications due to their computational and statistical
scalability. However, the SW and the GSW are only defined between distributions
supported on a homogeneous domain. This limitation prevents their usage in
applications with... | [
{
"created": "Tue, 23 Apr 2024 03:04:22 GMT",
"version": "v1"
},
{
"created": "Tue, 30 Apr 2024 20:52:08 GMT",
"version": "v2"
}
] | 2024-05-02 | [
[
"Nguyen",
"Khai",
""
],
[
"Ho",
"Nhat",
""
]
] | Sliced Wasserstein (SW) and Generalized Sliced Wasserstein (GSW) have been widely used in applications due to their computational and statistical scalability. However, the SW and the GSW are only defined between distributions supported on a homogeneous domain. This limitation prevents their usage in applications with h... |
1705.05231 | Qiang Lu | Qiang Lu and Kyoung-Dae Kim | Autonomous and Connected Intersection Crossing Traffic Management using
Discrete-Time Occupancies Trajectory | 34 pages, 11 figures | null | null | null | cs.SY cs.NE | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In this paper, we address a problem of safe and efficient intersection
crossing traffic management of autonomous and connected ground traffic. Toward
this objective, we propose an algorithm that is called the Discrete-time
occupancies trajectory based Intersection traffic Coordination Algorithm
(DICA). We first prove... | [
{
"created": "Fri, 12 May 2017 13:40:54 GMT",
"version": "v1"
}
] | 2017-05-16 | [
[
"Lu",
"Qiang",
""
],
[
"Kim",
"Kyoung-Dae",
""
]
] | In this paper, we address a problem of safe and efficient intersection crossing traffic management of autonomous and connected ground traffic. Toward this objective, we propose an algorithm that is called the Discrete-time occupancies trajectory based Intersection traffic Coordination Algorithm (DICA). We first prove t... |
2106.14126 | GuangMeng Zhou | Guangmeng Zhou, Ke Xu, Qi Li, Yang Liu, Yi Zhao | AdaptCL: Efficient Collaborative Learning with Dynamic and Adaptive
Pruning | null | null | null | null | cs.LG cs.DC | http://arxiv.org/licenses/nonexclusive-distrib/1.0/ | In multi-party collaborative learning, the parameter server sends a global
model to each data holder for local training and then aggregates committed
models globally to achieve privacy protection. However, both the dragger issue
of synchronous collaborative learning and the staleness issue of asynchronous
collaborati... | [
{
"created": "Sun, 27 Jun 2021 02:41:19 GMT",
"version": "v1"
}
] | 2021-06-29 | [
[
"Zhou",
"Guangmeng",
""
],
[
"Xu",
"Ke",
""
],
[
"Li",
"Qi",
""
],
[
"Liu",
"Yang",
""
],
[
"Zhao",
"Yi",
""
]
] | In multi-party collaborative learning, the parameter server sends a global model to each data holder for local training and then aggregates committed models globally to achieve privacy protection. However, both the dragger issue of synchronous collaborative learning and the staleness issue of asynchronous collaborative... |
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