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PIC: Domain generalization by path information constraint 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 168, 页码: 12
作者:  Zhu, Jilong;  Zhuo, Junbao;  Wang, Shuhui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Domain generalization  Transfer learning  Path information constraint  Adversarial manifold learning  
AUCPro: AUC-Oriented Provable Robustness Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 4579-4596
作者:  Bao, Shilong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Robustness  Training  Perturbation methods  Machine learning  Heavily-tailed distribution  Smoothing methods  Gaussian noise  Data mining  Standards  Protocols  AUC-oriented learning  adversarial robustness  machine learning  
RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts 期刊论文
PATTERN RECOGNITION LETTERS, 2025, 卷号: 190, 页码: 161-168
作者:  Liu, Chang;  Xiang, Wenzhao;  Dong, Yinpeng;  Zhang, Xingxing;  Wang, Liyuan;  Duan, Ranjie;  Zheng, Shibao;  Su, Hang
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Adversarial robustness  Prompt tuning  Continual learning  Adaptive prompt pool  
Sequential Manipulation Against Rank Aggregation: Theory and Algorithm 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9353-9370
作者:  Ma, Ke;  Xu, Qianqian;  Zeng, Jinshan;  Liu, Wei;  Cao, Xiaochun;  Sun, Yingfei;  Huang, Qingming
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Online manipulation  adversarial learning  pairwise comparison  ranking aggregation  
Inductive State-Relabeling Adversarial Active Learning With Heuristic Clique Rescaling 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 9780-9796
作者:  Zhang, Beichen;  Li, Liang;  Wang, Shuhui;  Cai, Shaofei;  Zha, Zheng-Jun;  Tian, Qi;  Huang, Qingming
收藏  |  浏览/下载：41/0  |  提交时间：2025/06/25
Active learning  adversarial learning  state relabeling  contrastive learning  data diversity  
Progressive Decision Boundary Shifting for Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 12
作者:  Li, Liang;  Lu, Tongyu;  Sun, Yaoqi;  Gao, Yuhan;  Yan, Chenggang;  Hu, Zhenghui;  Huang, Qingming
收藏  |  浏览/下载：47/0  |  提交时间：2024/12/06
Uncertainty  Feature extraction  Semantics  Task analysis  Training  Adversarial machine learning  Symbols  Domain shifting  progressive decision boundary  self-learning  unsupervised domain adaptation (UDA)  
A prompt-based approach to adversarial example generation and robustness enhancement 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2024, 卷号: 18, 期号: 4, 页码: 12
作者:  Yang, Yuting;  Huang, Pei;  Cao, Juan;  Li, Jintao;  Lin, Yun;  Ma, Feifei
收藏  |  浏览/下载：74/0  |  提交时间：2024/05/20
robustness  adversarial example  prompt learning  pre-trained language model  
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：35/0  |  提交时间：2024/12/06
Incremental learning  Catastrophic forgetting  Generative Adversarial Networks  
Adversarial Medical Image With Hierarchical Feature Hiding 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 4, 页码: 1296-1307
作者:  Yao, Qingsong;  He, Zecheng;  Li, Yuexiang;  Lin, Yi;  Ma, Kai;  Zheng, Yefeng;  Zhou, S. Kevin
收藏  |  浏览/下载：32/0  |  提交时间：2024/12/06
Security in machine learning  adversarial attacks and defense  
Multi-feature deep supervised voiceprint adversarial network for depression recognition from speech 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 89, 页码: 15
作者:  Pan, Yuchen;  Shang, Yuanyuan;  Wang, Wei;  Shao, Zhuhong;  Han, Zhuojin;  Liu, Tie;  Guo, Guodong;  Ding, Hui
收藏  |  浏览/下载：57/0  |  提交时间：2024/05/20
Adversarial learning  Audio processing  Attention mechanism  Deep neural network  Depression recognition  Feature enhancement