中国科学院计算技术研究所机构知识库

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	A Unified Perspective for Loss-Oriented Imbalanced Learning via Localization 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 639-656 作者:  Wang, Zitai;  Xu, Qianqian;  Yang, Zhiyong;  Xu, Zhikang;  Zhang, Linchao;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25 Calibration  Training  Safety  Predictive models  Data mining  Computers  Additives  Smoothing methods  Risk minimization  Protocols  Imbalanced learning  re-weighting  logit adjustment  fisher consistency  generalization analysis
	DomainVerse: A Benchmark Towards Real-World Distribution Shifts for Training-Free Adaptive Domain Generalization 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 6648-6660 作者:  Hou, Feng;  Yuan, Jin;  Yang, Ying;  Zhang, Yao;  Liu, Yang;  Zhang, Yang;  Zhong, Cheng;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang;  Rui, Yong 收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03 Adaptation models  Training  Benchmark testing  Picture archiving and communication systems  Data models  Image color analysis  Computational modeling  Data mining  Training data  Painting  DomainVerse  training-free adaptive domain generalization  vision-language models
	Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 7, 页码: 5062-5079 作者:  Wen, Peisong;  Xu, Qianqian;  Yang, Zhiyong;  He, Yuan;  Huang, Qingming 收藏  |  浏览/下载：56/0  |  提交时间：2024/12/06 Optimization  Stability analysis  Stochastic processes  Measurement  Standards  Approximation algorithms  Machine learning algorithms  Machine learning  AUPRC  learning to rank  algorithm-dependent generalization  stability
	Dual-Branch Meta-Learning Network With Distribution Alignment for Face Anti-Spoofing 期刊论文 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 138-151 作者:  Jia, Yunpei;  Zhang, Jie;  Shan, Shiguang 收藏  |  浏览/下载：82/0  |  提交时间：2022/12/07 Faces  Feature extraction  Testing  Face recognition  Databases  Training  Task analysis  Face anti-spoofing  face presentation attack detection  domain generalization  meta-learning  distribution alignment  deep learning