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Self-supervised learning assisted diagnosis for mitral regurgitation severity classification based on color Doppler echocardiography 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2021, 页码: 14
作者:  Yang, Feifei;  Zhu, Jiuwen;  Wang, Junfeng;  Zhang, Liwei;  Wang, Wenjun;  Chen, Xu;  Lin, Xixiang;  Wang, Qiushuang;  Burkhoff, Daniel;  Zhou, S. Kevin;  He, Kunlun
收藏  |  浏览/下载：32/0  |  提交时间：2022/06/21
Mitral regurgitation (MR)  self-supervised learning (SSL)  color Doppler echocardiography  mitral regurgitation grading (MR grading)  
Semi-supervised anomaly detection in dynamic communication networks 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 571, 页码: 527-542
作者:  Meng, Xuying;  Wang, Suhang;  Liang, Zhimin;  Yao, Di;  Zhou, Jihua;  Zhang, Yujun
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Anomaly detection  Semi-supervised learning  Generative adversarial networks  Self-learning  
Image style disentangling for instance-level facial attribute transfer 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2021, 卷号: 207, 页码: 10
作者:  Guo, Xuyang;  Kan, Meina;  He, Zhenliang;  Song, Xingguang;  Shan, Shiguang
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Instance-level facial attribute transfer  Image to image translation  Generative adversarial network  Weakly supervised style learning  
Hybrid-Attention Enhanced Two-Stream Fusion Network for Video Venue Prediction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2917-2929
作者:  Zhang, Yanchao;  Min, Weiqing;  Nie, Liqiang;  Jiang, Shuqiang
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Visualization  Feature extraction  Convolution  Streaming media  Object oriented modeling  Three-dimensional displays  Neural networks  Feature extraction  knowledge representation  supervised learning  video signal processing  
Pano-SfMLearner: Self-Supervised Multi-Task Learning of Depth and Semantics in Panoramic Videos 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 832-836
作者:  Liu, Mengyi;  Wang, Shuhui;  Guo, Yulan;  He, Yuan;  Xue, Hui
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Depth estimation  semantic segmentation  pano-ramic video  self-supervised learning