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Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval



Shupeng Su , Binjie Zhang , Yixiao Ge , Xuyuan Xu , Yexin Wang , Chun Yuan , Ying Shan


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Aesthetic Text Logo Synthesis via Content-aware Layout Inferring



Yizhi Wang , Guo Pu , Wenhan Luo , Yexin Wang , Pengfei Xiong , Hongwen Kang , Zhouhui Lian

* Accepted by CVPR 2022. Code and Dataset: https://github.com/yizhiwang96/TextLogoLayout 

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Towards Universal Backward-Compatible Representation Learning



Binjie Zhang , Yixiao Ge , Yantao Shen , Shupeng Su , Fanzi Wu , Chun Yuan , Xuyuan Xu , Yexin Wang , Ying Shan


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Information Gain Propagation: a new way to Graph Active Learning with Soft Labels



Wentao Zhang , Yexin Wang , Zhenbang You , Meng Cao , Ping Huang , Jiulong Shan , Zhi Yang , Bin Cui

* ICLR 2022 
* 17 pages, 7 figures 

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Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval



Binjie Zhang , Yixiao Ge , Yantao Shen , Yu Li , Chun Yuan , Xuyuan Xu , Yexin Wang , Ying Shan

* Accepted to ICLR 2022 

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3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge



Xinlong Sun , Yangyang Qin , Xuyuan Xu , Guoping Gong , Yang Fang , Yexin Wang

* This is the 3rd place solution for Facebook Image Similarity Challenge and NIPS2021 Workshop. The current first draft version will be updated later 

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Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation



Yujia Zhang , Lai-Man Po , Xuyuan Xu , Mengyang Liu , Yexin Wang , Weifeng Ou , Yuzhi Zhao , Wing-Yin Yu

* Accepted by AAAI 2022, Preprint version with Appendix 

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RIM: Reliable Influence-based Active Learning on Graphs



Wentao Zhang , Yexin Wang , Zhenbang You , Meng Cao , Ping Huang , Jiulong Shan , Zhi Yang , Bin Cui

* 15 pages, 5 figures 

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