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Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 4616-4629
作者:
Ma, Chengcheng
;
Liu, Yang
;
Deng, Jiankang
;
Xie, Lingxi
;
Dong, Weiming
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Vision-language model
prompt tuning
over-fitting
subspace learning
gradient projection
Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Zhang, Wensheng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Tensor-Based Reliable Multiview Similarity Learning for Robust Spectral Clustering on Uncertain Data
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2021, 卷号: 70, 期号: 3, 页码: 916-930
作者:
Li, Ao
;
Chen, Jiajia
;
Chen, Deyun
;
Yu, Xiaoyang
;
Yuan, Mengke
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  |  
浏览/下载:34/0
  |  
提交时间:2021/11/03
Tensors
Matrix decomposition
Adaptation models
Data models
Probabilistic logic
Learning systems
Image reconstruction
Low-rank approximation
multiview clustering
similarity learning
tensor analysis
Constrained Tensor Representation Learning for Multi-View Semi-Supervised Subspace Clustering
期刊论文
IEEE Transactions on Multimedia, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:
Yongqiang, Tang
;
Yuan, Xie
;
Chenyang, Zhang
;
Wensheng, Zhang
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/04/01
Multi-view learning
pairwise constraint
semi-supervised clustering
subspace learning
tensor singular value decomposition (t-SVD)
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 3, 页码: 1204-1216
作者:
Xu, Jiamiao
;
Wang, Fangzhao
;
Peng, Qinmu
;
You, Xinge
;
Wang, Shuo
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  |  
浏览/下载:24/0
  |  
提交时间:2021/04/27
Robustness
Laplace equations
Technological innovation
Learning systems
Data models
Gaussian noise
Convex functions
Block-diagonal representation learning
cross-view classification
low-rank representation
multiview learning
Web Objectionable Video Recognition Based on Deep Multi-Instance Learning With Representative Prototypes Selection
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 3, 页码: 1222-1233
作者:
Ding, Xinmiao
;
Li, Bing
;
Li, Yangxi
;
Guo, Wen
;
Liu, Yao
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浏览/下载:49/0
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提交时间:2021/04/27
Feature extraction
Prototypes
Visualization
Support vector machines
Machine learning
Streaming media
Spectrogram
Representative prototype selection
objectionable video recognition
deep learning
Robust Kernelized Multiview Self-Representation for Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
作者:
Xie, Yuan
;
Liu, Jinyan
;
Qu, Yanyun
;
Tao, Dacheng
;
Zhang, Wensheng
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/03/29
Tensile stress
Kernel
Manifolds
Optimization
Learning systems
Correlation
Data models
Kernelization
multiview subspace learning
nonlinear subspace clustering
tensor singular value decomposition (t-SVD)
Shared Low-Rank Correlation Embedding for Multiple Feature Fusion
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1855-1867
作者:
Wang, Zhan
;
Wang, Lizhi
;
Wan, Jun
;
Huang, Hua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/12/28
Correlation
Kernel
Task analysis
Fuses
Noise measurement
Laplace equations
Dictionaries
Common subspace
low-rank representation
multiple feature fusion
canonical correlation analysis
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
作者:
Xie, Yuan
;
Zhang, Wensheng
;
Qu, Yanyun
;
Dai, Longquan
;
Tao, Dacheng
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2020/03/30
Tensile stress
Manifolds
Encoding
Laplace equations
Semisupervised learning
Correlation
Optimization
Manifold regularization
multilinear
multiview features
nonlinear subspace clustering
tensor singular-value decomposition (t-SVD)
Tensor Multi-Task Learning for Person Re-Identification
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 2463-2477
作者:
Zhang, Zhizhong
;
Xie, Yuan
;
Zhang, Wensheng
;
Tang, Yongqiang
;
Tian, Qi
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/03/30
Cameras
Task analysis
Measurement
Visualization
Training
Computational modeling
Person re-identification
multi-task learning
tensor optimization
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