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Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification

Oct 11, 2020
Yulin Wang, Kangchen Lv, Rui Huang, Shiji Song, Le Yang, Gao Huang

* Accepted by NeurIPS 2020 

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Regularizing Deep Networks with Semantic Data Augmentation

Jul 22, 2020
Yulin Wang, Gao Huang, Shiji Song, Xuran Pan, Yitong Xia, Cheng Wu

* Journal version of arXiv:1909.12220. Code is available at https://github.com/blackfeather-wang/ISDA-for-Deep-Networks 

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Meta-Semi: A Meta-learning Approach for Semi-supervised Learning

Jul 05, 2020
Yulin Wang, Jiayi Guo, Shiji Song, Gao Huang


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Implicit Semantic Data Augmentation for Deep Networks

Sep 27, 2019
Yulin Wang, Xuran Pan, Shiji Song, Hong Zhang, Cheng Wu, Gao Huang

* Accepted by NeurIPS 2019 

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