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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：5/0  |  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：5/0  |  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  
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：32/0  |  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：26/0  |  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：24/0  |  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：25/0  |  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：30/0  |  提交时间：2025/06/25
Zero-shot text classification  Semi-supervised learning  Pretrained language model  Prompt learning  Class discovery  Class labeling  
LogOW: A semi-supervised log anomaly detection model in open-world setting 期刊论文
JOURNAL OF SYSTEMS AND SOFTWARE, 2025, 卷号: 222, 页码: 13
作者:  Ye, Jingwei;  Liu, Chunbo;  Gu, Zhaojun;  Zhang, Zhikai;  Meng, Xuying;  Zhang, Weiyao;  Zhang, Yujun
收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25
Semi-supervised  Log anomaly detection  Open-world  Uncertainty estimation  Incremental pre-training  Cold-start  
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：36/0  |  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：85/0  |  提交时间：2024/12/06
Retinal imaging  OCT image reconstruction  Resolution  Self-supervised learning  Prior guidance