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OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning


Sep 11, 2022
Siyuan Li, Zedong Wang, Zicheng Liu, Di Wu, Stan Z. Li

* Preprint of 12 pages. The source code is available at https://github.com/Westlake-AI/openmixup 

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An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling


Sep 04, 2022
Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu

* The first two authors contributed equally. arXiv admin note: text overlap with arXiv:2111.12681 

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Are Gradients on Graph Structure Reliable in Gray-box Attacks?


Aug 07, 2022
Zihan Liu, Yun Luo, Lirong Wu, Siyuan Li, Zicheng Liu, Stan Z. Li

* Preprint of a full paper accepted by CIKM 2022 

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NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis


Jul 20, 2022
Chenfei Wu, Jian Liang, Xiaowei Hu, Zhe Gan, Jianfeng Wang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan

* 24 pages, 19 figures 

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Should All Proposals be Treated Equally in Object Detection?


Jul 07, 2022
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Pei Yu, Jing Yin, Lu Yuan, Zicheng Liu, Nuno Vasconcelos

* Accepted by ECCV 2022 

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Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone


Jun 15, 2022
Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang

* Project Website: https://ashkamath.github.io/FIBER_page 

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LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling


Jun 14, 2022
Linjie Li, Zhe Gan, Kevin Lin, Chung-Ching Lin, Zicheng Liu, Ce Liu, Lijuan Wang


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Consistent Video Instance Segmentation with Inter-Frame Recurrent Attention


Jun 14, 2022
Quanzeng You, Jiang Wang, Peng Chu, Andre Abrantes, Zicheng Liu

* 11 pages, 5 figures, 4 tables 

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GIT: A Generative Image-to-text Transformer for Vision and Language


May 31, 2022
Jianfeng Wang, Zhengyuan Yang, Xiaowei Hu, Linjie Li, Kevin Lin, Zhe Gan, Zicheng Liu, Ce Liu, Lijuan Wang


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Cross-modal Representation Learning for Zero-shot Action Recognition


May 03, 2022
Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu

* CVPR 2022 

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