中国科学院计算技术研究所机构知识库

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	Bilateral Transformation of Biased Pseudo-Labels under Distribution Inconsistency 期刊论文 INTERNATIONAL JOURNAL OF COMPUTER VISION, 2026, 卷号: 134, 期号: 3, 页码: 34 作者:  Hou, Ruibing;  Chang, Hong;  Hu, Minyang;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25 Self-training  Semi-supervised learning  Distribution inconsistency
	Unsupervised Gaze Representation Learning by Switching Features 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 62-78 作者:  Sun, Yunjia;  Zeng, Jiabei;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25 Estimation  Faces  Three-dimensional displays  Switches  Training  Feature extraction  Cameras  Representation learning  Convolutional neural networks  Unsupervised learning  Gaze estimation  unsupervised learning  self-supervised learning  representation learning  feature disentanglement
	PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation 期刊论文 IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 4728-4740 作者:  Liu, Renju;  Shen, Jianfei;  Gu, Yang;  Chen, Yiqiang;  Zhang, Jiling;  Wu, Qingyu;  Xu, Chenyang;  Fan, Feiyi 收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03 Blood pressure  Physiology  Contrastive learning  Data augmentation  Semantics  Feature extraction  Estimation  Time series analysis  Training  Data models  Blood pressure estimation  physiological signal processing  representation learning  self-supervised learning
	Toward Generalized Multistage Clustering: Multiview Self-Distillation 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14 作者:  Wang, Jiatai;  Xu, Zhiwei;  Wang, Xin;  Li, Tao 收藏  |  浏览/下载：73/0  |  提交时间：2025/06/25 Semantics  Feature extraction  Contrastive learning  Mutual information  Clustering methods  Representation learning  Computational modeling  Training  Knowledge engineering  Predictive models  Hierarchical contrastive learning  multistage clustering  multiview self-distillation  mutual information between views
	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：64/0  |  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)
	Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks 期刊论文 IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1588-1599 作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：64/0  |  提交时间：2024/05/20 Face recognition  Task analysis  Three-dimensional displays  Training  Supervised learning  Self-supervised learning  Image reconstruction  bypass enhanced representation learning  3D reconstruction bypass  blind inpainting bypass
	Downstream-Pretext Domain Knowledge Traceback for Active Learning 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 10585-10596 作者:  Zhang, Beichen;  Li, Liang;  Zha, Zheng-Jun;  Luo, Jiebo;  Huang, Qingming 收藏  |  浏览/下载：34/0  |  提交时间：2025/06/25 Task analysis  Uncertainty  Annotations  Data models  Training  Visualization  Transformers  Active learning  pretext training  domain knowledge  self-supervised learning
	Long-Tailed Visual Recognition via Improved Cross-Window Self-Attention and TrivialAugment 期刊论文 IEEE ACCESS, 2023, 卷号: 11, 页码: 49601-49610 作者:  Song, Ying;  Li, Mengxing;  Wang, Bo 收藏  |  浏览/下载：64/0  |  提交时间：2023/12/04 Convolutional neural networks  Continuous wavelet transforms  Data models  Training  Computer vision  Transformers  Transfer learning  Long-tailed recognition  self-attention  vision transformer  CNN  TrivialAugment
	Contrastive Learning of Person-Independent Representations for Facial Action Unit Detection 期刊论文 IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 3212-3225 作者:  Li, Yong;  Shan, Shiguang 收藏  |  浏览/下载：64/0  |  提交时间：2023/12/04 Gold  Videos  Training  Image reconstruction  Feature extraction  Faces  Task analysis  Facial action unit detection  contrastive Learning  self-supervised learning  person-independent action unit detection
	Learning pseudo labels for semi-and-weakly supervised semantic segmentation 期刊论文 PATTERN RECOGNITION, 2022, 卷号: 132, 页码: 10 作者:  Wang, Yude;  Zhang, Jie;  Kan, Meina;  Shan, Shiguang 收藏  |  浏览/下载：83/0  |  提交时间：2023/07/12 Semi -supervised  Weakly supervised  Semi -and -weakly supervised  Semantic segmentation  Pseudo label  Self-training