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Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation

Oct 15, 2020
Hao Li, Chenxin Tao, Xizhou Zhu, Xiaogang Wang, Gao Huang, Jifeng Dai


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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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Domain Conditioned Adaptation Network

May 14, 2020
Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang

* Accepted by AAAI 2020 

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Deep Residual Correction Network for Partial Domain Adaptation

Apr 10, 2020
Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, Zhengming Ding

* Accepted by T-PAMI, 2020 

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Resolution Adaptive Networks for Efficient Inference

Mar 24, 2020
Le Yang, Yizeng Han, Xi Chen, Shiji Song, Jifeng Dai, Gao Huang

* CVPR 2020 

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Self-Supervised Discovering of Causal Features: Towards Interpretable Reinforcement Learning

Mar 21, 2020
Wenjie Shi, Shiji Song, Zhuoyuan Wang, Gao Huang


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Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation

Mar 19, 2020
Zhenda Xie, Zheng Zhang, Xizhou Zhu, Gao Huang, Stephen Lin


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Cross-Iteration Batch Normalization

Feb 14, 2020
Zhuliang Yao, Yue Cao, Shuxin Zheng, Gao Huang, Stephen Lin


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FSD-10: A Dataset for Competitive Sports Content Analysis

Feb 09, 2020
Shenlan Liu, Xiang Liu, Gao Huang, Lin Feng, Lianyu Hu, Dong Jiang, Aibin Zhang, Yang Liu, Hong Qiao


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Gated Path Selection Network for Semantic Segmentation

Jan 19, 2020
Qichuan Geng, Hong Zhang, Xiaojuan Qi, Ruigang Yang, Zhong Zhou, Gao Huang


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Convolutional Networks with Dense Connectivity

Jan 08, 2020
Gao Huang, Zhuang Liu, Geoff Pleiss, Laurens van der Maaten, Kilian Q. Weinberger

* Journal(PAMI) version of DenseNet(CVPR'17) 

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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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Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning

Sep 07, 2019
Wenjie Shi, Shiji Song, Hui Wu, Ya-Chu Hsu, Cheng Wu, Gao Huang

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019) 

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Improved Techniques for Training Adaptive Deep Networks

Aug 17, 2019
Hao Li, Hong Zhang, Xiaojuan Qi, Ruigang Yang, Gao Huang


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Asymmetric Valleys: Beyond Sharp and Flat Local Minima

Apr 07, 2019
Haowei He, Gao Huang, Yang Yuan

* submitted to ICML 2019 

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Gradient Boosted Feature Selection

Jan 13, 2019
Zhixiang Eddie Xu, Gao Huang, Kilian Q. Weinberger, Alice X. Zheng


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Learning Large Euclidean Margin for Sketch-based Image Retrieval

Dec 11, 2018
Peng Lu, Gao Huang, Yanwei Fu, Guodong Guo, Hangyu Lin

* 13 pages, 6 figures 

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Anytime Stereo Image Depth Estimation on Mobile Devices

Oct 26, 2018
Yan Wang, Zihang Lai, Gao Huang, Brian H. Wang, Laurens van der Maaten, Mark Campbell, Kilian Q. Weinberger

* Submmited of ICRA2019 

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Rethinking the Value of Network Pruning

Oct 11, 2018
Zhuang Liu, Mingjie Sun, Tinghui Zhou, Gao Huang, Trevor Darrell

* Submitted to ICLR 2019 

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Resource Aware Person Re-identification across Multiple Resolutions

Oct 02, 2018
Yan Wang, Lequn Wang, Yurong You, Xu Zou, Vincent Chen, Serena Li, Gao Huang, Bharath Hariharan, Kilian Q. Weinberger

* 8 pages, 8 figures, CVPR 2018 

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Where and When to Look? Spatio-temporal Attention for Action Recognition in Videos

Oct 01, 2018
Lili Meng, Bo Zhao, Bo Chang, Gao Huang, Frederick Tung, Leonid Sigal

* submitted to ICLR2019. arXiv admin note: text overlap with arXiv:1703.07814, arXiv:1406.6247 by other authors 

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Horizontal Pyramid Matching for Person Re-identification

Sep 20, 2018
Yang Fu, Yunchao Wei, Yuqian Zhou, Honghui Shi, Gao Huang, Xinchao Wang, Zhiqiang Yao, Thomas Huang

* 9 pages, 4 figures 

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An empirical study on evaluation metrics of generative adversarial networks

Aug 17, 2018
Qiantong Xu, Gao Huang, Yang Yuan, Chuan Guo, Yu Sun, Felix Wu, Kilian Weinberger

* arXiv admin note: text overlap with arXiv:1802.03446 by other authors 

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