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Hierarchical compositional representations for few-shot action recognition 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2024, 卷号: 240, 页码: 11
作者:  Li, Changzhen;  Zhang, Jie;  Wu, Shuzhe;  Jin, Xin;  Shan, Shiguang
收藏  |  浏览/下载:4/0  |  提交时间:2024/05/20
Action recognition  Few-shot learning  Hierarchical compositional representations  Body parts  EMD distance  
Hierarchical image-to-image translation with nested distributions modeling 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 146, 页码: 12
作者:  Qiao, Shishi;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Image-to-image translation  Distribution modeling  Information entropy  Generative adversarial network  
Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1588-1599
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Face recognition  Task analysis  Three-dimensional displays  Training  Supervised learning  Self-supervised learning  Image reconstruction  bypass enhanced representation learning  3D reconstruction bypass  blind inpainting bypass  
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 851-862
作者:  Long, Xingming;  Zhang, Jie;  Wu, Shuzhe;  Jin, Xin;  Shan, Shiguang
收藏  |  浏览/下载:2/0  |  提交时间:2024/05/20
Causal intervention  backdoor adjustment  face anti-spoofing  out-of-distribution  
CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 5561-5578
作者:  Gao, Difei;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:8/0  |  提交时间:2023/12/04
Visualization  Task analysis  Tail  Head  Annotations  Magnetic heads  Mouth  Visual question answering  compositional reasoning  commonsense reasoning  dataset construction  
CMOS-GAN: Semi-Supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 144-158
作者:  Yu, Shikang;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:15/0  |  提交时间:2023/07/12
Cross-modality synthesis  semi-supervised synthesis  cross-modality face recognition  generative adversarial networks  
A Comprehensive Framework for Long-Tailed Learning via Pretraining and Normalization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:  Kang, Nan;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载:22/0  |  提交时间:2022/12/07
Training  Tail  Task analysis  Head  Visualization  Feature extraction  Data models  Classifier design  contrastive learning  long-tailed recognition  normalization  
SANet: Statistic Attention Network for Video-Based Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 6, 页码: 3866-3879
作者:  Bai, Shutao;  Ma, Bingpeng;  Chang, Hong;  Huang, Rui;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:25/0  |  提交时间:2022/12/07
Feature extraction  Task analysis  Computational modeling  Visualization  Video sequences  Fuses  Computer science  Person re-identification  self-attention  long-range dependencies  high-order statistics  
Personalized Convolution for Face Recognition 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 页码: 19
作者:  Han, Chunrui;  Shan, Shiguang;  Kan, Meina;  Wu, Shuzhe;  Chen, Xilin
收藏  |  浏览/下载:19/0  |  提交时间:2022/12/07
Face recognition  Personalized convolution  Personalized kernel  
Interactive Regression and Classification for Dense Object Detector 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3684-3696
作者:  Zhou, Linmao;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载:18/0  |  提交时间:2022/12/07
Location awareness  Detectors  Feature extraction  Object detection  Standards  Backpropagation  Pipelines  Dense object detector  localization information  interactive