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Improving Semantic Segmentation via Self-Training



Yi Zhu , Zhongyue Zhang , Chongruo Wu , Zhi Zhang , Tong He , Hang Zhang , R. Manmatha , Mu Li , Alexander Smola


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ResNeSt: Split-Attention Networks



Hang Zhang , Chongruo Wu , Zhongyue Zhang , Yi Zhu , Zhi Zhang , Haibin Lin , Yue Sun , Tong He , Jonas Mueller , R. Manmatha , Mu Li , Alexander Smola


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GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing



Jian Guo , He He , Tong He , Leonard Lausen , Mu Li , Haibin Lin , Xingjian Shi , Chenguang Wang , Junyuan Xie , Sheng Zha , Aston Zhang , Hang Zhang , Zhi Zhang , Zhongyue Zhang , Shuai Zheng


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Predicting Retrosynthetic Reaction using Self-Corrected Transformer Neural Networks



Shuangjia Zheng , Jiahua Rao , Zhongyue Zhang , Jun Xu , Yuedong Yang


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Bag of Freebies for Training Object Detection Neural Networks



Zhi Zhang , Tong He , Hang Zhang , Zhongyue Zhang , Junyuan Xie , Mu Li


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Bag of Tricks for Image Classification with Convolutional Neural Networks



Tong He , Zhi Zhang , Hang Zhang , Zhongyue Zhang , Junyuan Xie , Mu Li

* 10 pages, 9 tables, 4 figures 

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Context Encoding for Semantic Segmentation



Hang Zhang , Kristin Dana , Jianping Shi , Zhongyue Zhang , Xiaogang Wang , Ambrish Tyagi , Amit Agrawal

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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megaman: Manifold Learning with Millions of points



James McQueen , Marina Meila , Jacob VanderPlas , Zhongyue Zhang

* 12 pages, 6 figures 

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