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Distribution Unified and Probability Space Aligned Teacher-Student Learning for Imbalanced Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 4, 页码: 2414-2425
作者:  Zhang, Shaoyu;  Chen, Chen;  Xie, Qiong;  Sun, Haigang;  Dong, Fei;  Peng, Silong
Adobe PDF(2511Kb)  |  收藏  |  浏览/下载：51/10  |  提交时间：2024/05/30
Class-imbalanced learning  distribution mismatch  probability space mismatch  teacher-student learning  
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;  Xu, Changsheng
Adobe PDF(1644Kb)  |  收藏  |  浏览/下载：167/26  |  提交时间：2023/11/16
Vision-language model  prompt tuning  over-fitting  subspace learning  gradient projection  
Joint Expression Synthesis and Representation Learning for Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1681-1695
作者:  Zhang, Xi;  Zhang, Feifei;  Xu, Changsheng
Adobe PDF(4827Kb)  |  收藏  |  浏览/下载：272/4  |  提交时间：2022/06/06
Face recognition  Task analysis  Generative adversarial networks  Image synthesis  Image recognition  Faces  Training  Facial expression recognition  facial image synthesis  generative adversarial network  representation learning  
Learning Stacked Image Descriptor for Face Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 卷号: 26, 期号: 9, 页码: 1685-1696
作者:  Lei, Zhen;  Yi, Dong;  Li, Stan Z.
Adobe PDF(5197Kb)  |  收藏  |  浏览/下载：407/153  |  提交时间：2016/12/26
Deep Discriminant Face Representation  Face Recognition  Learning-based Descriptor  Stacked Image Descriptor (Sid)  
Discriminative Reverse Sparse Tracking via Weighted Multitask Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 5, 页码: 1031-1042
作者:  Yang, Yehui;  Hu, Wenrui;  Zhang, Wensheng;  Zhang, Tianzhu;  Xie, Yuan;  Wensheng Zhang
浏览  |  Adobe PDF(2761Kb)  |  收藏  |  浏览/下载：546/190  |  提交时间：2016/10/22
Sparse Representation  Visual Tracking  Weighted Multitask Learning  
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 6, 页码: 1263-1274
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yan, Shuicheng;  Liu, Cheng-Lin
浏览  |  Adobe PDF(5307Kb)  |  收藏  |  浏览/下载：619/180  |  提交时间：2016/07/14
Convolutional Neural Networks (Cnns)  Dictionary  Domain ADaptation (Da)  Fisher Vector  Part Learning  Scene Recognition  
Severely Blurred Object Tracking by Learning Deep Image Representations 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 卷号: 26, 期号: 2, 页码: 319-331
作者:  Ding, Jianwei;  Huang, Yongzhen;  Liu, Wei;  Huang, Kaiqi
浏览  |  Adobe PDF(3657Kb)  |  收藏  |  浏览/下载：338/114  |  提交时间：2016/06/14
Deep Learning  Object Tracking  Severe Blur  
Image Tag Refinement With View-Dependent Concept Representations 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2015, 卷号: 25, 期号: 8, 页码: 1409-1422
作者:  Fu, Jianlong;  Wang, Jinqiao;  Rui, Yong;  Wang, Xin-Jing;  Mei, Tao;  Lu, Hanqing
浏览  |  Adobe PDF(3630Kb)  |  收藏  |  浏览/下载：475/105  |  提交时间：2015/09/23
Concept Representations  Image Tag Refinement  Image Tagging  
Moving Object Detection Revisited: Speed and Robustness 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2015, 卷号: 25, 期号: 6, 页码: 910-921
作者:  Han, Hong;  Zhu, Jianfei;  Liao, Shengcai;  Lei, Zhen;  Li, Stan Z.
Adobe PDF(2388Kb)  |  收藏  |  浏览/下载：259/45  |  提交时间：2015/09/23
Block Based  Integrated Information  Moving Object  Object Detection  Single Histogram Model  
Visual Tracking Via Kernel Sparse Representation With Multikernel Fusion 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 7, 页码: 1132-1141
作者:  Wang, Lingfeng;  Yan, Hongping;  Lv, Ke;  Pan, Chunhong
浏览  |  Adobe PDF(17833Kb)  |  收藏  |  浏览/下载：292/72  |  提交时间：2015/08/12
Kernel Sparse Representation (Ksr)  Multikernel Fusion  Visual Tracking