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Tensor Random Projection for Low Memory Dimension Reduction


Apr 30, 2021
Yiming Sun, Yang Guo, Joel A. Tropp, Madeleine Udell

* In NeurIPS Workshop on Relational Representation Learning (2018) 

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A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation


Jul 20, 2020
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng

* MICCAI 2020 

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Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation


Apr 22, 2020
Xi Wu, Yang Guo, Jiefeng Chen, Yingyu Liang, Somesh Jha, Prasad Chalasani

* 25 pages, 6 figures 

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AE-OT-GAN: Training GANs from data specific latent distribution


Jan 27, 2020
Dongsheng An, Yang Guo, Min Zhang, Xin Qi, Na Lei, Shing-Tung Yau, Xianfeng Gu


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Bayesian Recurrent Framework for Missing Data Imputation and Prediction with Clinical Time Series


Nov 18, 2019
Yang Guo, Zhengyuan Liu, Pavitra Krishnswamy, Savitha Ramasamy

* Machine Learning for Health (ML4H) at NeurIPS 2019 

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Low-Rank Tucker Approximation of a Tensor From Streaming Data


Apr 24, 2019
Yiming Sun, Yang Guo, Charlene Luo, Joel Tropp, Madeleine Udell

* 34 pages, 14 figures 

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Mode Collapse and Regularity of Optimal Transportation Maps


Feb 08, 2019
Na lei, Yang Guo, Dongsheng An, Xin Qi, Zhongxuan Luo, Shing-Tung Yau, Xianfeng Gu


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Latent Space Optimal Transport for Generative Models


Sep 16, 2018
Huidong Liu, Yang Guo, Na Lei, Zhixin Shu, Shing-Tung Yau, Dimitris Samaras, Xianfeng Gu


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A Framework for Interactive Work Design based on Digital Work Analysis and Simulation


Jun 27, 2010
Liang Ma, Wei Zhang, Huanzhang Fu, Yang Guo, Damien Chablat, Fouad Bennis

* Human Factors and Ergonomics in Manufacturing 20, 4 (2010) 339-352 

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