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Pretraining is All You Need for Image-to-Image Translation



Tengfei Wang , Ting Zhang , Bo Zhang , Hao Ouyang , Dong Chen , Qifeng Chen , Fang Wen

* Project Page: https://tengfei-wang.github.io/PITI/index.html 

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MC-UNet Multi-module Concatenation based on U-shape Network for Retinal Blood Vessels Segmentation



Ting Zhang , Jun Li , Yi Zhao , Nan Chen , Han Zhou , Hongtao Xu , Zihao Guan , Changcai Yang , Lanyan Xue , Riqing Chen , Lifang Wei

* 13pages,3957 

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Protecting Celebrities from DeepFake with Identity Consistency Transformer



Xiaoyi Dong , Jianmin Bao , Dongdong Chen , Ting Zhang , Weiming Zhang , Nenghai Yu , Dong Chen , Fang Wen , Baining Guo

* To Appear at CVPR 2022, code is available at https://github.com/LightDXY/ICT_DeepFake 

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Semi-Supervised Image-to-Image Translation using Latent Space Mapping



Pan Zhang , Jianmin Bao , Ting Zhang , Dong Chen , Fang Wen


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Automatically Generating Counterfactuals for Relation Classification



Mi Zhang , Tieyun Qian , Ting Zhang

* 7 pages,3 figures 

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Protecting Celebrities with Identity Consistency Transformer



Xiaoyi Dong , Jianmin Bao , Dongdong Chen , Ting Zhang , Weiming Zhang , Nenghai Yu , Dong Chen , Fang Wen , Baining Guo

* To Appear at CVPR 2022 

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General Facial Representation Learning in a Visual-Linguistic Manner



Yinglin Zheng , Hao Yang , Ting Zhang , Jianmin Bao , Dongdong Chen , Yangyu Huang , Lu Yuan , Dong Chen , Ming Zeng , Fang Wen

* 15 pages, 5 figures, 12 tables 

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PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers



Xiaoyi Dong , Jianmin Bao , Ting Zhang , Dongdong Chen , Weiming Zhang , Lu Yuan , Dong Chen , Fang Wen , Nenghai Yu


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Robust Mutual Learning for Semi-supervised Semantic Segmentation



Pan Zhang , Bo Zhang , Ting Zhang , Dong Chen , Fang Wen


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Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation



Pan Zhang , Bo Zhang , Ting Zhang , Dong Chen , Yong Wang , Fang Wen


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