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Understanding and Mitigating Dimensional Collapse in Federated Learning
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:
Shi, Yujun
;
Liang, Jian
;
Zhang, Wenqing
;
Xue, Chuhui
;
Tan, Vincent Y. F.
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/07/03
Federated learning
representation learning
distribution shift
dimensional collapse
On the Equivalence of Linear Discriminant Analysis and Least Squares Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:
Nie, Feiping
;
Chen, Hong
;
Xiang, Shiming
;
Zhang, Changshui
;
Yan, Shuicheng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/07/04
Eigenvalues and eigenfunctions
Principal component analysis
Null space
Training data
Symmetric matrices
Sun
Optimization
Least squares regression (LSR)
linear discriminant analysis (LDA)
linear regression
minimum distance classifier (MDC)
null space LDA
Multi-Dimensional Bionic Micro-Nanostructure Surface for Controllable Fog Harvesting: from Fabrication to Application
期刊论文
ADVANCED SUSTAINABLE SYSTEMS, 2024, 页码: 14
作者:
Pei, Wenle
;
Wang, Jianmei
;
Li, Xueyan
;
Li Y(李燕)
;
Ning, Ke
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/04/15
bioinspired
fog harvesting
micro-nano structure
wettability
Real-time acoustic holography with physics-reinforced contrastive learning for acoustic field reconstruction
期刊论文
JOURNAL OF APPLIED PHYSICS, 2024, 卷号: 135, 期号: 1, 页码: 12
作者:
Zhong, Chengxi
;
Lu, Qingyi
;
Li, Teng
;
Su, Hu
;
Liu, Song
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/05/30
A finite layer analysis method proposed for energy pile modeling under coupled thermo-mechanical loads
期刊论文
COMPUTERS AND GEOTECHNICS, 2023, 卷号: 164, 页码: 16
作者:
Zong, Chenfeng
;
Jiang, Gang
;
Shao, Dong
;
Wang, Xudong
;
Hu, Wenbin
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  |  
浏览/下载:12/0
  |  
提交时间:2023/11/13
Energy piles
Thermo-mechanical load
Finite layer analysis method (FLM)
Coupled thermo-mechanical analysis
Robust Sparse Bayesian Two-Dimensional Direction-of-Arrival Estimation with Gain-Phase Errors
期刊论文
SENSORS, 2023, 卷号: 23, 期号: 23, 页码: 17
作者:
Jin, Xu
;
Wang, Xuhu
;
Hou, Yujun
;
Hao, Siyuan
;
Wang, Xinjie
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/04/07
two-dimensional direction-of-arrival (2D DOA)
gain-phase errors
sparse signal reconstruction
sparse Bayesian learning
L-shaped array
Eshelby's method for unidirectional periodic composites
期刊论文
PHYSICA B-CONDENSED MATTER, 2023, 卷号: 670, 页码: 5
作者:
Gu, Guo-Qing
;
Wei, En-Bo
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浏览/下载:6/0
  |  
提交时间:2024/04/07
Transformation field
Open boundary
Effective dielectric property
Unidirectional periodic composites
Object Affinity Learning: Towards Annotation-Free Instance Segmentation
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 11, 页码: 13959-13973
作者:
Wang, Yuqi
;
Chen, Yuntao
;
Zhang, Zhaoxiang
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  |  
浏览/下载:6/0
  |  
提交时间:2023/12/21
Videos
Motion segmentation
Visualization
Three-dimensional displays
Task analysis
Object detection
Geometry
Object affinity learning
geometric information
annotation-free instance segmentation
Static Solutions for Plane Strain Problem of Coupled Diffusion and Deformation
期刊论文
MECHANICS OF SOLIDS, 2023, 页码: 11
作者:
Yu, Lingjun
;
Wang, Xingquan
;
Chen, Lulu
;
Yu, Dongdong
;
Li, Zhaokai
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/28
diffusion-induced stress
analytical solution
Airy stress function
chemo-mechanical coupling
Single-image piecewise planar reconstruction of urban buildings based on geometric priors
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2023, 卷号: 204, 页码: 105-116
作者:
Wang, Wei
;
Dong, Qiulei
;
Hu, Zhanyi
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/11/16
Single-image 3D reconstruction
Piecewise planar reconstruction
Geometric prior
Urban building
Structure and proximity constraints
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