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Unsupervised Visual Representation Learning by Tracking Patches in Video


May 06, 2021
Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong

* To appear in CVPR'21. Code available at github.com/microsoft/CtP 

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Data-driven discovery of multiscale chemical reactions governed by the law of mass action


Feb 02, 2021
Juntao Huang, Yizhou Zhou, Wen-An Yong


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VAE^2: Preventing Posterior Collapse of Variational Video Predictions in the Wild


Jan 28, 2021
Yizhou Zhou, Chong Luo, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng

* 17 pages, 26 figures 

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Learning Interpretable and Thermodynamically Stable Partial Differential Equations


Sep 28, 2020
Juntao Huang, Zhiting Ma, Yizhou Zhou, Wen-An Yong


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Spatiotemporal Fusion in 3D CNNs: A Probabilistic View


Apr 10, 2020
Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng

* To be published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 

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One-Shot Neural Architecture Search Through A Posteriori Distribution Guided Sampling


Jun 23, 2019
Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng


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