中国科学院计算技术研究所机构知识库

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	Gradient-aware domain-invariant learning for domain generalization 期刊论文 MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 1, 页码: 15 作者:  Hou, Feng;  Zhang, Yao;  Liu, Yang;  Yuan, Jin;  Zhong, Cheng;  Zhang, Yang;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang 收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25 Domain shift  Domain generalization  Domain-invariant parameters  Sparse
	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：2/0  |  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)
	Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification 期刊论文 ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 1, 页码: 30 作者:  Ma, Shuo;  Zhang, Yingwei;  Chen, Yiqiang;  Xie, Tao;  Song, Shuchao;  Jia, Ziyu 收藏  |  浏览/下载：27/0  |  提交时间：2024/12/06 physiological signal  time-series signal  sleep stage classification  domain generalization  subject independent
	Generalizing to Unseen Domains: A Survey on Domain Generalization 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 8, 页码: 8052-8072 作者:  Wang, Jindong;  Lan, Cuiling;  Liu, Chang;  Ouyang, Yidong;  Qin, Tao;  Lu, Wang;  Chen, Yiqiang;  Zeng, Wenjun;  Yu, Philip S. 收藏  |  浏览/下载：27/0  |  提交时间：2023/12/04 Domain generalization  domain adaptation  transfer learning  out-of-distribution generalization
	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：39/0  |  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
	Toward data-efficient learning: A benchmark for COVID-19 CT lung and infection segmentation 期刊论文 MEDICAL PHYSICS, 2021, 页码: 14 作者:  Ma, Jun;  Wang, Yixin;  An, Xingle;  Ge, Cheng;  Yu, Ziqi;  Chen, Jianan;  Zhu, Qiongjie;  Dong, Guoqiang;  He, Jian;  He, Zhiqiang;  Cao, Tianjia;  Zhu, Yuntao;  Nie, Ziwei;  Yang, Xiaoping 收藏  |  浏览/下载：70/0  |  提交时间：2021/12/01 COVID‐  19 CT  domain generalization  few‐  shot learning  knowledge transfer  lung and infection segmentation