中国科学院计算技术研究所机构知识库

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发表日期：2021

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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)
	Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712 作者:  Cheng, Daning;  Li, Shigang;  Zhang, Hanping;  Xia, Fen;  Zhang, Yunquan 收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01 Training  Scalability  Machine learning  Machine learning algorithms  Stochastic processes  Task analysis  Upper bound  Parallel training algorithms  training dataset  scalability  stochastic optimization methods
	Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 6, 页码: 2467-2478 作者:  Ma, Ke;  Zeng, Jinshan;  Xiong, Jiechao;  Xu, Qianqian;  Cao, Xiaochun;  Liu, Wei;  Yao, Yuan 收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01 Ordinal embedding  SVRG  non-convex optimization  barzilai-borwein (BB) step size
	Harmonized Multimodal Learning with Gaussian Process Latent Variable Models 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 3, 页码: 858-872 作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi 收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01 Multimodal learning  Gaussian process  latent variable modeling  cross-modal retrieval
	Toward data-efficient learning: A benchmark for COVID-19 CT lung and infection segmentation 期刊论文 MEDICAL PHYSICS, 2021, 页码: 14 作者:  Ma, Jun;  Wang, Yixin;  An, Xingle;  Ge, Cheng;  Yu, Ziqi;  Chen, Jianan;  Zhu, Qiongjie;  Dong, Guoqiang;  He, Jian;  He, Zhiqiang;  Cao, Tianjia;  Zhu, Yuntao;  Nie, Ziwei;  Yang, Xiaoping 收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01 COVID‐  19 CT  domain generalization  few‐  shot learning  knowledge transfer  lung and infection segmentation
	Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1882-1894 作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi 收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01 Semantics  Correlation  Task analysis  Data models  Learning systems  Kernel  Deep learning  Cross-modal retrieval  correlation learning  feature learning  partial correlation
	Graph Regularized Encoder-Decoder Networks for Image Representation Learning 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3124-3136 作者:  Yang, Shijie;  Li, Liang;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming;  Tian, Qi 收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01 Laplace equations  Visualization  Manifolds  Image reconstruction  Task analysis  Decoding  Semantics  Auto-encoder  encoder-decoder  graph regularizer  image representation learning
	Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation 期刊论文 SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 2, 页码: 12 作者:  Mao, Fengling;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin 收藏  |  浏览/下载：26/0  |  提交时间：2021/12/01 generative adversarial network (GAN)  text-to-image synthesis  knowledge distillation