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Unified Pretraining Framework for Document Understanding



Jiuxiang Gu , Jason Kuen , Vlad I. Morariu , Handong Zhao , Nikolaos Barmpalios , Rajiv Jain , Ani Nenkova , Tong Sun

* 12 pages, 4 figures, NeurIPS 2021 (Updated Camera Ready) 

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GALA: Toward Geometry-and-Lighting-Aware Object Search for Compositing



Sijie Zhu , Zhe Lin , Scott Cohen , Jason Kuen , Zhifei Zhang , Chen Chen


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High Quality Segmentation for Ultra High-resolution Images



Tiancheng Shen , Yuechen Zhang , Lu Qi , Jason Kuen , Xingyu Xie , Jianlong Wu , Zhe Lin , Jiaya Jia


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CaSP: Class-agnostic Semi-Supervised Pretraining for Detection and Segmentation



Lu Qi , Jason Kuen , Zhe Lin , Jiuxiang Gu , Fengyun Rao , Dian Li , Weidong Guo , Zhen Wen , Jiaya Jia


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Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling



Dat Huynh , Jason Kuen , Zhe Lin , Jiuxiang Gu , Ehsan Elhamifar


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Multi-Scale Aligned Distillation for Low-Resolution Detection



Lu Qi , Jason Kuen , Jiuxiang Gu , Zhe Lin , Yi Wang , Yukang Chen , Yanwei Li , Jiaya Jia

* In CVPR 2021 

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Open-World Entity Segmentation



Lu Qi , Jason Kuen , Yi Wang , Jiuxiang Gu , Hengshuang Zhao , Zhe Lin , Philip Torr , Jiaya Jia

* Project page: http://luqi.info/Entity_Web 

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SelfDoc: Self-Supervised Document Representation Learning



Peizhao Li , Jiuxiang Gu , Jason Kuen , Vlad I. Morariu , Handong Zhao , Rajiv Jain , Varun Manjunatha , Hongfu Liu

* To appear in CVPR'2021 

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