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GSM: Global Semantic Memory 期刊论文
PATTERN RECOGNITION, 2026, 卷号: 169, 页码: 16
作者:  Li, Jiahao;  Chen, Yiqiang;  Xing, Yunbing;  Gu, Yang;  Lan, Xiangyuan
收藏  |  浏览/下载：27/0  |  提交时间：2025/12/03
Anomaly detection  Unsupervised learning  Memory  
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：2/0  |  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  
SSC-PPI: A Subspace Structure Consistency-Based Method for Protein-Protein Interactions Prediction 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2025, 卷号: 22, 期号: 6, 页码: 2477-2490
作者:  Ma, Ziping;  Min, Weiqing;  Zhang, Huanpu;  Huang, Yulei;  Jiang, Shuqiang
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Proteins  Feature extraction  Drugs  Diseases  Amino acids  Accuracy  Predictive models  Dimensionality reduction  Data mining  Databases  Protein-protein interactions  dimension reduction  unsupervised feature selection  latent representation learning  
Learning Domain Invariant Features for Unsupervised Indoor Depth Estimation Adaptation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 9, 页码: 23
作者:  Zhang, Jiehua;  Li, Liang;  Yan, Chenggang;  Wang, Zhan;  Xu, Changliang;  Zhang, Jiyong;  Chen, Chuqiao
收藏  |  浏览/下载：83/0  |  提交时间：2024/12/06
Indoor depth estimation  unsupervised learning  transfer learning  domain adaptation  
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：65/0  |  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)  
Fine-Grained Open-Set Deepfake Detection via Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 7536-7547
作者:  Zhou, Xinye;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：51/0  |  提交时间：2024/12/06
Deepfakes  Adaptation models  Feature extraction  Data models  Face recognition  Training  Faces  Deepfake detection  domain adaptation  unsupervised learning  fine-grained classification  
REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 3735-3748
作者:  Li, Haochen;  Zhang, Rui;  Yao, Hantao;  Zhang, Xin;  Hao, Yifan;  Song, Xinkai;  Li, Ling
收藏  |  浏览/下载：45/0  |  提交时间：2024/12/06
Unsupervised domain adaptation  domain adaptive object detection  feature extraction  prototypes  
Multi-scale conditional reconstruction generative adversarial network 期刊论文
IMAGE AND VISION COMPUTING, 2024, 卷号: 141, 页码: 9
作者:  Chen, Yanming;  Xu, Jiahao;  An, Zhulin;  Zhuang, Fuzhen
收藏  |  浏览/下载：58/0  |  提交时间：2024/05/20
Generative adversarial network  Unsupervised generation  Multi-scale instance  Reconstructed losses  
Adaptive Memory Networks With Self-Supervised Learning for Unsupervised Anomaly Detection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 12, 页码: 12068-12080
作者:  Zhang, Yuxin;  Wang, Jindong;  Chen, Yiqiang;  Yu, Han;  Qin, Tao
收藏  |  浏览/下载：59/0  |  提交时间：2024/05/20
Unsupervised anomaly detection  time series  self-supervised learning  memory network  
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 3, 页码: 633-646
作者:  Zhao, Ziyuan;  Zhou, Fangcheng;  Xu, Kaixin;  Zeng, Zeng;  Guan, Cuntai;  Zhou, S. Kevin
收藏  |  浏览/下载：68/0  |  提交时间：2023/12/04
Image segmentation  Adaptation models  Biomedical imaging  Annotations  Adversarial machine learning  Magnetic resonance imaging  Training  Unsupervised domain adaptation  medical image segmentation  cross-modality learning  semi-supervised learning  adversarial learning