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Task-Oriented Lossy Compression with Data, Perception, and Classification Constraints
期刊论文
ARXIV, 2025, 卷号: PP, 期号: 99
作者:
Wang, Yuhan
;
Wu, Youlong
;
Ma, Shuai
;
Zhang, Ying-Jun Angela
收藏
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浏览/下载:25/0
|
提交时间:2025/03/25
Information bottleneck
lossy compression
task-oriented communication
rate-distortion theory
perceptual quality
An Information Theoretical View for Out-of-Distribution Detection
会议论文
COMPUTER VISION - ECCV 2024, PT LV, null,Milan,ITALY, SEP 29-OCT 04, 2024
作者:
Hu, Jinjing
;
Liu, Wenrui
;
Chang, Hong
;
Mai, Bingpeng
;
Shan, Shiguang
Adobe PDF(7081Kb)
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收藏
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浏览/下载:42/1
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提交时间:2025/03/03
OOD Detection
Information Theory
Representation Learning
Multi-Deflection Angle Quasi-Nondiffractive Beams Generating Metasurface Based on Polarization Multiplexing Technology
期刊论文
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2025, 卷号: PP, 期号: 99
作者:
Yi-Zhu Yan
;
Shuai Ding
;
Xu Han
;
Qing-Song Jia
;
Hao Tang
Adobe PDF(2391Kb)
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收藏
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浏览/下载:26/1
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提交时间:2025/03/31
Communication channels (information theory)
Crystal atomic structure
Deflection (structures)
Degrees of freedom (mechanics)
Error correction
Image acquisition
Image analysis
Image texture
Image thinning
Light polarization
Masers
Matrix algebra
Orthogonal frequency division multiplexing
Deflection angles
Jones matrix
Metasurface
Multi degree-of-freedom
Multiplexing technologies
Noise engineering
Non-diffractive
Nondiffractive beam
Polarization multiplexing
Polarization multiplexting
Structured IB: Improving Information Bottleneck with Structured Feature Learning
会议论文
AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, Pennsylvania at the Pennsylvania Convention Center, February 25 – March 4, 2025
作者:
Yang, Hanzhe
;
Wu, Youlong
;
Wen, Dingzhu
;
Zhou, Yong
;
Shi, Yuanming
Adobe PDF(486Kb)
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收藏
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浏览/下载:99/3
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提交时间:2025/02/12
Information Bottleneck
Representation Learning
Information Theory
Machine Learning
Category theory in consciousness science: going beyond the correlational project
期刊论文
SYNTHESE, 2024, 卷号: 204, 期号: 2
作者:
Prentner, Robert
Adobe PDF(439Kb)
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收藏
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浏览/下载:296/28
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提交时间:2024/08/26
Category theory
Mathematized phenomenology
Neural correlates of consciousness
Integrated information theory
Theory-integration
Explanatory dualities
Conscious AI
Uplink Performance of Cell-Free Massive MIMO with Rate-Splitting
会议论文
ICC 2024 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Denver, CO, USA, 9-13 June 2024
作者:
Xilai Feng
;
Jiayi Zhang
;
Jiakang Zheng
;
Yijie Mao
;
Bo Ai
Adobe PDF(481Kb)
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收藏
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浏览/下载:278/2
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提交时间:2024/08/26
Communication channels (information theory)
Spectrum efficiency
Cell-free
Imperfect channel state information
Multiple inputs
Multiple outputs
Multiple-Input Multiple- Output systems
Perfect channel state information
Performance
Rate splitting
Splitting strategies
Uplink performance
Lossy Compression with Data, Perception, and Classification Constraints
会议论文
ARXIV, Shenzhen, China, 24-28 Nov. 2024
作者:
Wang, Yuhan
;
Wu, Youlong
;
Ma, Shuai
;
Zhang, Ying-Jun Angela
Adobe PDF(4716Kb)
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收藏
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浏览/下载:253/1
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提交时间:2024/06/17
Information bottleneck
lossy compression
task-oriented communication
rate-distortion theory
perceptual quality
Two-Server Verifiable Federated Learning: Unconditional Security and Practical Efficiency
会议论文
2024 27TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), Tianjin, China, 8-10 May 2024
作者:
Haofei Wang
;
Li-Ping Wang
;
Liang Feng Zhang
;
Huaxiong Wang
Adobe PDF(1734Kb)
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收藏
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浏览/下载:244/1
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提交时间:2024/07/15
Information theory
Cloud-computing
Global models
Information-theoretical security
Learning schemes
Privacy preserving
Security challenges
Training process
Trusted authorities
Unconditional security
Verifiable federated learning
Coded Caching for MISO Systems with Linear Subpacketization
会议论文
2024 9TH INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION SYSTEMS (ICCCS), Xi'an, China, 19-22 April 2024
作者:
Minquan Cheng
;
Rongqing Tan
;
Jinyu Wang
;
Youlong Wu
;
Xianxian Li
Adobe PDF(7741Kb)
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收藏
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浏览/下载:270/0
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提交时间:2024/08/15
Broadcasting antennas
Communication channels (information theory)
Antenna placement
Broadcast channels
Caching scheme
Coded caching
Linear subpacketization
Multiple antenna
Multiple input single output systems
Multiple inputs single outputs
Multiple-antenna placement delivery array
Transmit antenna
scICML: Information-Theoretic Co-Clustering-Based Multi-View Learning for the Integrative Analysis of Single-Cell Multi-Omics Data
期刊论文
IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 1, 页码: 200-207
作者:
Zeng, Pengcheng
;
Lin, Zhixiang
Adobe PDF(1032Kb)
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收藏
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浏览/下载:282/42
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提交时间:2024/03/08
Clustering
multi-view learning
single-cell multi-omics integration
Bioinformatics
Cytology
Data integration
Gene expression
Information analysis
Information theory
Pattern matching
'omics'
Clusterings
Genes expression
Genomics
Multi-view learning
Mutual informations
Optimisations
Pattern-matching
Single cells
Single-cell multi-omic integration
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