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Real face foundation representation learning for generalized deepfake detection 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 161, 页码: 9
作者:  Shi, Liang;  Zhang, Jie;  Ji, Zhilong;  Bai, Jinfeng;  Shan, Shiguang
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
Deepfake detection  Masked image modeling  Representation learning  Vision Transformers  
eLabrador: A Wearable Navigation System for Visually Impaired Individuals 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 卷号: 22, 页码: 12228-12244
作者:  Kan, Meina;  Zhang, Lixuan;  Liang, Hao;  Zhang, Boyuan;  Fang, Minxue;  Liu, Dongyang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
Navigation  Robots  Legged locomotion  Cameras  Robot vision systems  Semantics  Automation  Global Positioning System  Urban areas  Roads  Wearable navigation system  navigation for visually impaired  outdoor navigation  eLabrador  
Audio-guided self-supervised learning for disentangled visual speech representations 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2024, 卷号: 18, 期号: 6, 页码: 3
作者:  Feng, Dalu;  Yang, Shuang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：22/0  |  提交时间：2024/12/06
Triplet Adaptation Framework for Robust Semi-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 8056-8073
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：3/0  |  提交时间：2025/06/25
Degradation  Adaptation models  Buildings  Semisupervised learning  Semi-supervised learning  robust semi-supervised learning  distribution inconsistency  
Adaptive Perturbation for Adversarial Attack 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 8, 页码: 5663-5676
作者:  Yuan, Zheng;  Zhang, Jie;  Jiang, Zhaoyan;  Li, Liangliang;  Shan, Shiguang
收藏  |  浏览/下载：15/0  |  提交时间：2024/12/06
Perturbation methods  Iterative methods  Adaptation models  Generators  Closed box  Security  Training  Adversarial attack  transfer-based attack  adversarial example  adaptive perturbation  
Introspective GAN: Learning to grow a GAN for incremental generation and classification 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 151, 页码: 12
作者:  He, Chen;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Incremental learning  Catastrophic forgetting  Generative Adversarial Networks  
Towards Robust Semantic Segmentation against Patch-Based Attack via Attention Refinement 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 23
作者:  Yuan, Zheng;  Zhang, Jie;  Wang, Yude;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：19/0  |  提交时间：2024/12/06
Model robustness  Attention mechanism  Semantic segmentation  Patch-based attack  
Computer-based facial recognition as an assisting diagnostic tool to identify children with Noonan syndrome 期刊论文
BMC PEDIATRICS, 2024, 卷号: 24, 期号: 1, 页码: 9
作者:  Huang, Yulu;  Sun, Haomiao;  Chen, Qinchang;  Shen, Junjun;  Han, Jin;  Shan, Shiguang;  Wang, Shushui
收藏  |  浏览/下载：25/0  |  提交时间：2024/12/06
Noonan syndrome  Genetic syndrome  Convolution neural network  Facial recognition  Batch normalization  
Vision matters for shape representation: Evidence from sculpturing and drawing in the blind 期刊论文
CORTEX, 2024, 卷号: 174, 页码: 241-255
作者:  Tian, Shuang;  Chen, Lingjuan;  Wang, Xiaoying;  Li, Guochao;  Fu, Ze;  Ji, Yufeng;  Lu, Jiahui;  Wang, Xiaosha;  Shan, Shiguang;  Bi, Yanchao
收藏  |  浏览/下载：22/0  |  提交时间：2024/12/06
Shape  Multimodal  Blind  Object modelling  Drawing  
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：35/0  |  提交时间：2024/05/20
Action recognition  Few-shot learning  Hierarchical compositional representations  Body parts  EMD distance