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Computational Benefits of Intermediate Rewards for Hierarchical Planning


Jul 08, 2021
Yuexiang Zhai, Christina Baek, Zhengyuan Zhou, Jiantao Jiao, Yi Ma


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Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training


Mar 01, 2021
Sheng Liu, Xiao Li, Yuexiang Zhai, Chong You, Zhihui Zhu, Carlos Fernandez-Granda, Qing Qu

* SL and XL contributed equally to this work; 23 pages, 6 figures, 6 tables 

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Analysis of the Optimization Landscapes for Overcomplete Representation Learning


Dec 10, 2019
Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu

* 68 pages, 5 figures 

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Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group


Jul 10, 2019
Yuexiang Zhai, Zitong Yang, Zhenyu Liao, John Wright, Yi Ma


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Learning to Reconstruct 3D Manhattan Wireframes from a Single Image


May 17, 2019
Yichao Zhou, Haozhi Qi, Yuexiang Zhai, Qi Sun, Zhili Chen, Li-Yi Wei, Yi Ma

* A video demonstration can be found in https://youtu.be/l3sUtddPJPY 

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