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One to Transfer All: A Universal Transfer Framework for Vision Foundation Model with Few Data



Yujie Wang , Junqin Huang , Mengya Gao , Yichao Wu , Zhenfei Yin , Ding Liang , Junjie Yan

* Technical Report 

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INTERN: A New Learning Paradigm Towards General Vision



Jing Shao , Siyu Chen , Yangguang Li , Kun Wang , Zhenfei Yin , Yinan He , Jianing Teng , Qinghong Sun , Mengya Gao , Jihao Liu , Gengshi Huang , Guanglu Song , Yichao Wu , Yuming Huang , Fenggang Liu , Huan Peng , Shuo Qin , Chengyu Wang , Yujie Wang , Conghui He , Ding Liang , Yu Liu , Fengwei Yu , Junjie Yan , Dahua Lin , Xiaogang Wang , Yu Qiao


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Fixing the Teacher-Student Knowledge Discrepancy in Distillation



Jiangfan Han , Mengya Gao , Yujie Wang , Quanquan Li , Hongsheng Li , Xiaogang Wang


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Residual Knowledge Distillation



Mengya Gao , Yujun Shen , Quanquan Li , Chen Change Loy

* 9 pages, 3 figures, 3 tables 

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P2SGrad: Refined Gradients for Optimizing Deep Face Models



Xiao Zhang , Rui Zhao , Junjie Yan , Mengya Gao , Yu Qiao , Xiaogang Wang , Hongsheng Li

* Accepted by CVPR 2019 

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Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer



Mengya Gao , Yujun Shen , Quanquan Li , Chen Change Loy , Xiaoou Tang

* 9 pages and 3 figures 

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A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases



C. -H. Huck Yang , Jia-Hong Huang , Fangyu Liu , Fang-Yi Chiu , Mengya Gao , Weifeng Lyu , I-Hung Lin M. D. , Jesper Tegner

* ICML-IJCAI Workshop 2018 
* Accepted at the Joint ICML and IJCAI Workshop on Computational Biology (ICML-IJCAI WCB) to be held in Stockholm SWEDEN, 2018. Referring to https://sites.google.com/view/wcb2018/accepted-papers?authuser=0 

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