中国科学院计算技术研究所机构知识库

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	Self-supervised Learning for Electroencephalogram: A Systematic Survey 期刊论文 ACM COMPUTING SURVEYS, 2025, 卷号: 57, 期号: 12, 页码: 38 作者:  Weng, Weining;  Gu, Yang;  Guo, Shuai;  Ma, Yuan;  Yang, Zhaohua;  Liu, Yuchen;  Chen, Yiqiang 收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03 Self-supervised learning  electroencephalogram  contrastive learning  representation learning
	CMC-GCN: Consistent multi-granularity cascading graph convolution network for multi-behavior recommendation 期刊论文 NEUROCOMPUTING, 2025, 卷号: 651, 页码: 12 作者:  Yin, Yabo;  Zhu, Xiaofei;  Huang, Kunyang;  Wang, Wenshan;  Zhang, Yihao;  Wang, Pengfei;  Fan, Yixing;  Guo, Jiafeng 收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03 Multi-behavior recommendation  Self-supervised learning  Graph convolutional network
	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：0/0  |  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
	High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images 期刊论文 DIAGNOSTIC PATHOLOGY, 2025, 卷号: 20, 期号: 1, 页码: 14 作者:  Zhao, Lingyu;  Zhao, Na;  Zhong, Ruiqi;  Niu, Yiru;  Chang, Ziyi;  Su, Peng;  Wang, Zhihui;  Cui, Lifang;  Wang, Bei;  Chen, Huang;  Wang, Xiaowen;  Kong, Xiangbing;  Du, Baolin;  Ren, Fei;  Zhong, Dingrong 收藏  |  浏览/下载：1/0  |  提交时间：2025/12/03 Artificial intelligence  Lung adenocarcinoma  Gene mutation  Multiple instance learning  Self-supervised
	O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision 期刊论文 MEDICAL IMAGE ANALYSIS, 2025, 卷号: 99, 页码: 16 作者:  Li, Kaiyan;  Yang, Jingyuan;  Liang, Wenxuan;  Li, Xingde;  Zhang, Chenxi;  Chen, Lulu;  Wu, Chan;  Zhang, Xiao;  Xu, Zhiyan;  Wang, Yueling;  Meng, Lihui;  Zhang, Yue;  Chen, Youxin;  Zhou, S. Kevin 收藏  |  浏览/下载：56/0  |  提交时间：2024/12/06 Retinal imaging  OCT image reconstruction  Resolution  Self-supervised learning  Prior guidance
	Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 21750-21762 作者:  Guo, Changru;  Zhang, Yingwei;  Chen, Yiqiang;  Xu, Chenyang;  Wang, Zhong 收藏  |  浏览/下载：29/0  |  提交时间：2024/12/06 Human activity recognition  Self-supervised learning  Task analysis  Data models  Time series analysis  Internet of Things  Face recognition  Contrastive learning (CL)  human activity recognition (HAR)  intermodality  intramodality  self-supervised
	SurgNet: Self-Supervised Pretraining With Semantic Consistency for Vessel and Instrument Segmentation in Surgical Images 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 4, 页码: 1513-1525 作者:  Chen, Jiachen;  Li, Mengyang;  Han, Hu;  Zhao, Zhiming;  Chen, Xilin 收藏  |  浏览/下载：29/0  |  提交时间：2024/12/06 Vessel and instrument segmentation  local semantic consistency  guided masked image modeling  self-supervised learning
	Domain-Aware Graph Network for Bridging Multi-Source Domain Adaptation 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 7210-7224 作者:  Yuan, Jin;  Hou, Feng;  Yang, Ying;  Zhang, Yang;  Shi, Zhongchao;  Geng, Xin;  Fan, Jianping;  He, Zhiqiang;  Rui, Yong 收藏  |  浏览/下载：32/0  |  提交时间：2024/12/06 Task analysis  Feature extraction  Graph neural networks  Adaptation models  Self-supervised learning  Multitasking  Image color analysis  Multi-source domain adaptation  self-supervised learning  graph neural network  real-world applications
	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：39/0  |  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
	Self-supervised noise modeling and sparsity guided electron tomography volumetric image denoising 期刊论文 ULTRAMICROSCOPY, 2024, 卷号: 255, 页码: 11 作者:  Yang, Zhidong;  Zang, Dawei;  Li, Hongjia;  Zhang, Zhao;  Zhang, Fa;  Han, Renmin 收藏  |  浏览/下载：39/0  |  提交时间：2024/05/20 Electron tomography  Image denoising  Self-supervised learning