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Face Deblurring using Dual Camera Fusion on Mobile Phones


Jul 23, 2022
Wei-Sheng Lai, YiChang Shih, Lun-Cheng Chu, Xiaotong Wu, Sung-Fang Tsai, Michael Krainin, Deqing Sun, Chia-Kai Liang

* Accepted to SIGGRAPH 2022 (ACM TOG). Project websit: https://www.wslai.net/publications/fusion_deblur/ 

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SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections


May 31, 2022
Mark Boss, Andreas Engelhardt, Abhishek Kar, Yuanzhen Li, Deqing Sun, Jonathan T. Barron, Hendrik P. A. Lensch, Varun Jampani


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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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Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing


Mar 23, 2022
Hsin-Ping Huang, Deqing Sun, Yaojie Liu, Wen-Sheng Chu, Taihong Xiao, Jinwei Yuan, Hartwig Adam, Ming-Hsuan Yang


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What Makes RAFT Better Than PWC-Net?


Mar 21, 2022
Deqing Sun, Charles Herrmann, Fitsum Reda, Michael Rubinstein, David Fleet, William T. Freeman


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Kubric: A scalable dataset generator


Mar 07, 2022
Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam Laradji, Hsueh-Ti, Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, Cengiz Oztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi

* 21 pages, CVPR2022 

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FILM: Frame Interpolation for Large Motion


Feb 12, 2022
Fitsum Reda, Janne Kontkanen, Eric Tabellion, Deqing Sun, Caroline Pantofaru, Brian Curless

* Project page: https://film-net.github.io. Code link: https://github.com/google-research/frame-interpolation. YouTube link: https://www.youtube.com/watch?v=OAD-BieIjH4 

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Revisiting RCAN: Improved Training for Image Super-Resolution


Jan 27, 2022
Zudi Lin, Prateek Garg, Atmadeep Banerjee, Salma Abdel Magid, Deqing Sun, Yulun Zhang, Luc Van Gool, Donglai Wei, Hanspeter Pfister

* 13 pages with 10 tables and 4 figures 

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Pyramid Adversarial Training Improves ViT Performance


Nov 30, 2021
Charles Herrmann, Kyle Sargent, Lu Jiang, Ramin Zabih, Huiwen Chang, Ce Liu, Dilip Krishnan, Deqing Sun

* 32 pages, including references & supplementary material 

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ViDT: An Efficient and Effective Fully Transformer-based Object Detector


Oct 08, 2021
Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang


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