中国科学院计算技术研究所机构知识库

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	Learning invariances via correlation and marginal alignments for out-of-distribution generalization 期刊论文 NEUROCOMPUTING, 2026, 卷号: 674, 页码: 11 作者:  Guo, Zong;  Ma, Bingpeng 收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25 Out-of-distribution generalization  Spurious correlation  Invariant risk minimization  Correlation alignment  Marginal distribution alignment
	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
	Generalizable Remote Physiological Measurement via Semantic-Sheltered Alignment and Plausible Style Randomization 期刊论文 IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: 74, 页码: 14 作者:  Wang, Jiyao;  Lu, Hao;  Han, Hu;  Chen, Yingcong;  He, Dengbo;  Wu, Kaishun 收藏  |  浏览/下载：31/0  |  提交时间：2025/06/25 Domain generalization (DG)  heart rate (HR) estimation  invariant risk minimization (IRM)  plausible style generation  remote photoplethysmography (rPPG)  Domain generalization (DG)  heart rate (HR) estimation  invariant risk minimization (IRM)  plausible style generation  remote photoplethysmography (rPPG)