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ROBIN : A Benchmark for Robustness to Individual Nuisances in Real-World Out-of-Distribution Shifts


Dec 02, 2021
Bingchen Zhao, Shaozuo Yu, Wufei Ma, Mingxin Yu, Shenxiao Mei, Angtian Wang, Ju He, Alan Yuille, Adam Kortylewski

* Project webpage: https://bzhao.me/ROBIN/ 

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Improving Contrastive Learning by Visualizing Feature Transformation


Aug 06, 2021
Rui Zhu, Bingchen Zhao, Jingen Liu, Zhenglong Sun, Chang Wen Chen

* ICCV 2021(Oral), supplementary materials included. Codes and visualization tools: https://github.com/DTennant/CL-Visualizing-Feature-Transformation 

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Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation


Jul 07, 2021
Bingchen Zhao, Kai Han


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Rail-5k: a Real-World Dataset for Rail Surface Defects Detection


Jun 28, 2021
Zihao Zhang, Shaozuo Yu, Siwei Yang, Yu Zhou, Bingchen Zhao


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Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization


Jun 06, 2021
Siwei Yang, Shaozuo Yu, Bingchen Zhao, Yin Wang

* CVPR2020 AgriVision workshop 

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Context Encoding for Video Retrieval with Contrastive Learning


Aug 04, 2020
Jie Shao, Xin Wen, Bingchen Zhao, Changhu Wang, Xiangyang Xue


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Distilling Visual Priors from Self-Supervised Learning


Aug 01, 2020
Bingchen Zhao, Xin Wen

* This is the 2nd place tech report for VIPriors Image Classification Challenge ECCVW2020 

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The 1st Agriculture-Vision Challenge: Methods and Results


Apr 23, 2020
Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Junhee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt B. Salberg, Alexandre Barbosa, Rodrigo Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng, Van Thong Huynh, Soo-Hyung Kim, In-Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay Talbar, Jianyu Tang

* CVPR 2020 Workshop 

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