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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：2/0  |  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：1/0  |  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：1/0  |  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：1/0  |  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：13/0  |  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：12/0  |  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：14/0  |  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  
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132
作者:  Zhang, Yuxin;  Chen, Yiqiang;  Wang, Jindong;  Pan, Zhiwen
收藏  |  浏览/下载：23/0  |  提交时间：2023/07/12
Anomaly detection  Predictive models  Data models  Autoregressive processes  Image reconstruction  Forecasting  Computational modeling  Unsupervised anomaly detection  multi-sensor time series  convolutional autoencoder  attention based BiLSTM  
Lightweight real-time stereo matching algorithm for AI chips 期刊论文
COMPUTER COMMUNICATIONS, 2023, 卷号: 199, 页码: 210-217
作者:  Liu, Yi;  Wang, Wenhao;  Xu, Xintao;  Guo, Xiaozhou;  Gong, Guoliang;  Lu, Huaxiang
收藏  |  浏览/下载：22/0  |  提交时间：2023/07/12
AI chips  Stereo matching  Lightweight network  Unsupervised learning  Multi-stage stereo matching  
VoxSeP: semi-positive voxels assist self-supervised 3D medical segmentation 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 16
作者:  Yang, Zijie;  Xie, Lingxi;  Zhou, Wei;  Huo, Xinyue;  Wei, Longhui;  Lu, Jian;  Tian, Qi;  Tang, Sheng
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
3D medical image segmentation  Contrastive learning  Self-supervised learning  Unsupervised learning