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Reducing Flipping Errors in Deep Neural Networks



Xiang Deng , Yun Xiao , Bo Long , Zhongfei Zhang


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Stable Prediction on Graphs with Agnostic Distribution Shift



Shengyu Zhang , Kun Kuang , Jiezhong Qiu , Jin Yu , Zhou Zhao , Hongxia Yang , Zhongfei Zhang , Fei Wu

* 11 pages, 6 figures 

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Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision



Zhong Ji , Jin Li , Qiang Wang , Zhongfei Zhang


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Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition



Xiyao Liu , Zhong Ji , Yanwei Pang , Zhongfei Zhang


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Graph-Free Knowledge Distillation for Graph Neural Networks



Xiang Deng , Zhongfei Zhang


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Learning with Retrospection



Xiang Deng , Zhongfei Zhang

* Accepted to AAAI2021 

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Full-Resolution Correspondence Learning for Image Translation



Xingran Zhou , Bo Zhang , Ting Zhang , Pan Zhang , Jianmin Bao , Dong Chen , Zhongfei Zhang , Fang Wen

* 24 pages, 21 figures 

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Deep Metric Learning with Spherical Embedding



Dingyi Zhang , Yingming Li , Zhongfei Zhang

* To appear in NeurIPS 2020. Code is available at https://github.com/Dyfine/SphericalEmbedding 

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An Embarrassingly Simple Approach to Training Ternary Weight Networks



Xiang Deng , Zhongfei Zhang


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SBAT: Video Captioning with Sparse Boundary-Aware Transformer



Tao Jin , Siyu Huang , Ming Chen , Yingming Li , Zhongfei Zhang

* Appearing at IJCAI 2020 

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