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Diffusion Models: A Comprehensive Survey of Methods and Applications


Sep 15, 2022
Ling Yang, Zhilong Zhang, Shenda Hong, Runsheng Xu, Yue Zhao, Yingxia Shao, Wentao Zhang, Ming-Hsuan Yang, Bin Cui

* 33 pages, citing 255 papers, project: https://github.com/YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy 

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Learning Visibility for Robust Dense Human Body Estimation


Aug 23, 2022
Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang

* accepted by ECCV 2022 

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3D Vision with Transformers: A Survey


Aug 08, 2022
Jean Lahoud, Jiale Cao, Fahad Shahbaz Khan, Hisham Cholakkal, Rao Muhammad Anwer, Salman Khan, Ming-Hsuan Yang


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Automatically Discovering Novel Visual Categories with Self-supervised Prototype Learning


Aug 01, 2022
Lu Zhang, Lu Qi, Xu Yang, Hong Qiao, Ming-Hsuan Yang, Zhiyong Liu

* In Submission 

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Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models


Jul 15, 2022
Rui Qian, Yeqing Li, Zheng Xu, Ming-Hsuan Yang, Serge Belongie, Yin Cui


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LASSIE: Learning Articulated Shapes from Sparse Image Ensemble via 3D Part Discovery


Jul 07, 2022
Chun-Han Yao, Wei-Chih Hung, Yuanzhen Li, Michael Rubinstein, Ming-Hsuan Yang, Varun Jampani


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FlowNAS: Neural Architecture Search for Optical Flow Estimation


Jul 04, 2022
Zhiwei Lin, Tingting Liang, Taihong Xiao, Yongtao Wang, Zhi Tang, Ming-Hsuan Yang


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Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features


Jun 02, 2022
Chieh Hubert Lin, Hsin-Ying Lee, Hung-Yu Tseng, Maneesh Singh, Ming-Hsuan Yang


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An Extendable, Efficient and Effective Transformer-based Object Detector


Apr 17, 2022
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang

* An extension of the ICLR paper, ViDT: An Efficient and Effective Fully Transformer-based Object Detector. arXiv admin note: substantial text overlap with arXiv:2110.03921 

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Autoregressive 3D Shape Generation via Canonical Mapping


Apr 05, 2022
An-Chieh Cheng, Xueting Li, Sifei Liu, Min Sun, Ming-Hsuan Yang


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