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Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders


Oct 09, 2022
Haosen Yang, Deng Huang, Bin Wen, Jiannan Wu, Hongxun Yao, Yi Jiang, Xiatian Zhu, Zehuan Yuan

* 17 pages, 6 figures 

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DeepInteraction: 3D Object Detection via Modality Interaction


Aug 24, 2022
Zeyu Yang, Jiaqi Chen, Zhenwei Miao, Wei Li, Xiatian Zhu, Li Zhang


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Semi-Supervised and Unsupervised Deep Visual Learning: A Survey


Aug 24, 2022
Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 

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Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling


Jul 19, 2022
Hengyuan Ma, Li Zhang, Xiatian Zhu, Jianfeng Feng

* ECCV 2022. Code is available at https://github.com/fudan-zvg/PDS 

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Visual Representation Learning with Transformer: A Sequence-to-Sequence Perspective


Jul 19, 2022
Li Zhang, Sixiao Zheng, Jiachen Lu, Xinxuan Zhao, Xiatian Zhu, Yanwei Fu, Tao Xiang, Jianfeng Feng

* Extended version of CVPR 2021 paper arXiv:2012.15840 

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Zero-Shot Temporal Action Detection via Vision-Language Prompting


Jul 17, 2022
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

* ECCV 2022; Code available at https://github.com/sauradip/STALE 

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FashionViL: Fashion-Focused Vision-and-Language Representation Learning


Jul 17, 2022
Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang

* ECCV 2022 

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Semi-Supervised Temporal Action Detection with Proposal-Free Masking


Jul 14, 2022
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

* ECCV 2022; Code available at https://github.com/sauradip/SPOT 

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Temporal Action Detection with Global Segmentation Mask Learning


Jul 14, 2022
Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang

* ECCV 2022; Code available at https://github.com/sauradip/TAGS 

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