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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：4/0  |  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：4/0  |  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：4/0  |  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：4/0  |  提交时间：2025/12/03
Artificial intelligence  Lung adenocarcinoma  Gene mutation  Multiple instance learning  Self-supervised  
FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2025, 页码: 25
作者:  Duan, Dongsheng;  Lv, Cunchi;  Zhang, Cheng;  Hou, Wei;  Shi, Lei;  Li, Yangxi;  Zhao, Xiaofang
收藏  |  浏览/下载：14/0  |  提交时间：2025/06/25
Zero-shot text classification  Semi-supervised learning  Pretrained language model  Prompt learning  Class discovery  Class labeling  
Practically Unbiased Pairwise Loss for Recommendation With Implicit Feedback 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 4, 页码: 2460-2474
作者:  Cao, Tianwei;  Xu, Qianqian;  Yang, Zhiyong;  Ma, Zhanyu;  Huang, Qingming
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Estimation  Imputation  Training data  IP networks  Accuracy  Supervised learning  Recommender systems  Noise  Data models  Computer science  Recommender system  collaborative filtering  debias  noise-robust learning  pairwise ranking loss  
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：59/0  |  提交时间：2024/12/06
Retinal imaging  OCT image reconstruction  Resolution  Self-supervised learning  Prior guidance  
Triplet Adaptation Framework for Robust Semi-Supervised Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 8056-8073
作者:  Hou, Ruibing;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：13/0  |  提交时间：2025/06/25
Degradation  Adaptation models  Buildings  Semisupervised learning  Semi-supervised learning  robust semi-supervised learning  distribution inconsistency  
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：34/0  |  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：34/0  |  提交时间：2024/12/06
Vessel and instrument segmentation  local semantic consistency  guided masked image modeling  self-supervised learning