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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：6/0  |  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  
Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channelwise Perspective 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:  Kong, Xiaoyu;  Deng, Yingying;  Tang, Fan;  Dong, Weiming;  Ma, Chongyang;  Chen, Yongyong;  He, Zhenyu;  Xu, Changsheng
收藏  |  浏览/下载：11/0  |  提交时间：2023/07/12
Correlation  Task analysis  Optical imaging  Integrated optics  Lighting  Optical fiber networks  Image reconstruction  Arbitrary stylization  channel correlation  cross-domain  feature migration  
Dual-Branch Meta-Learning Network With Distribution Alignment for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 138-151
作者:  Jia, Yunpei;  Zhang, Jie;  Shan, Shiguang
收藏  |  浏览/下载：17/0  |  提交时间：2022/12/07
Faces  Feature extraction  Testing  Face recognition  Databases  Training  Task analysis  Face anti-spoofing  face presentation attack detection  domain generalization  meta-learning  distribution alignment  deep learning  
Mixed Dish Recognition With Contextual Relation and Domain Alignment 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 2034-2045
作者:  Deng, Lixi;  Chen, Jingjing;  Ngo, Chong-Wah;  Sun, Qianru;  Tang, Sheng;  Zhang, Yongdong;  Chua, Tat-Seng
收藏  |  浏览/下载：16/0  |  提交时间：2022/12/07
Visualization  Semantics  Feature extraction  Image recognition  Training  Testing  Context modeling  Mixed dish recognition  Contextual relation  Domain alignment  
Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 8, 页码: 6935-6945
作者:  Liu, Zhenjie;  Qiu, Qiang;  Li, Jun;  Wang, Lizhe;  Plaza, Antonio
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Remote sensing  Geology  Social networking (online)  Earth  Artificial satellites  Satellites  Indexes  Data fusion  geolocation alignment  remote sensing  representation alignment  social media  
Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 115, 页码: 13
作者:  Jia, Yunpei;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Face anti-spoofing  Face presentation attack detection  Domain adaptation  Deep learning  
Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 736-747
作者:  Wang, Deqing;  Jing, Baoyu;  Lu, Chenwei;  Wu, Junjie;  Liu, Guannan;  Du, Chenguang;  Zhuang, Fuzhen
收藏  |  浏览/下载：40/0  |  提交时间：2021/12/01
Data models  Task analysis  Semantics  Learning systems  Bridges  Logistics  Vocabulary  Coarse alignment  cross-lingual sentiment classification (CLSC)  topic model  
Deep Learning Based Drug Screening for Novel Coronavirus 2019-nCov 期刊论文
INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2020, 页码: 9
作者:  Zhang, Haiping;  Saravanan, Konda Mani;  Yang, Yang;  Hossain, Md Tofazzal;  Li, Junxin;  Ren, Xiaohu;  Pan, Yi;  Wei, Yanjie
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Coronavirus  Deep learning  Drug screening  Homology modeling  3C-like protease  
Transfer Learning with Dynamic Distribution Adaptation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 1, 页码: 25
作者:  Wang, Jindong;  Chen, Yiqiang;  Feng, Wenjie;  Yu, Han;  Huang, Meiyu;  Yang, Qiang
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Transfer learning  domain adaptation  distribution alignment  deep learning  subspace learning  kernel method  
Multi-representation adaptation network for cross-domain image classification 期刊论文
NEURAL NETWORKS, 2019, 卷号: 119, 页码: 214-221
作者:  Zhu, Yongchun;  Zhuang, Fuzhen;  Wang, Jindong;  Chen, Jingwu;  Shi, Zhiping;  Wu, Wenjuan;  He, Qing
收藏  |  浏览/下载：280/0  |  提交时间：2019/12/10
Domain adaptation  Multi-representation