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FSID: Fully Synthetic Image Denoising via Procedural Scene Generation


Dec 07, 2022
Gyeongmin Choe, Beibei Du, Seonghyeon Nam, Xiaoyu Xiang, Bo Zhu, Rakesh Ranjan

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Fast Point Cloud Generation with Straight Flows


Dec 04, 2022
Lemeng Wu, Dilin Wang, Chengyue Gong, Xingchao Liu, Yunyang Xiong, Rakesh Ranjan, Raghuraman Krishnamoorthi, Vikas Chandra, Qiang Liu

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Consistent Direct Time-of-Flight Video Depth Super-Resolution


Nov 16, 2022
Zhanghao Sun, Wei Ye, Jinhui Xiong, Gyeongmin Choe, Jialiang Wang, Shuochen Su, Rakesh Ranjan

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Recurrent Video Restoration Transformer with Guided Deformable Attention


Jun 05, 2022
Jingyun Liang, Yuchen Fan, Xiaoyu Xiang, Rakesh Ranjan, Eddy Ilg, Simon Green, Jiezhang Cao, Kai Zhang, Radu Timofte, Luc Van Gool

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* Code: https://github.com/JingyunLiang/RVRT 

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HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars


Mar 28, 2022
Xiaoyu Xiang, Jon Morton, Fitsum A Reda, Lucas Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan Allebach

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* Technical Report 

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Learning Spatio-Temporal Downsampling for Effective Video Upscaling


Mar 15, 2022
Xiaoyu Xiang, Yapeng Tian, Vijay Rengarajan, Lucas Young, Bo Zhu, Rakesh Ranjan

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* Main paper: 13 pages, 8 figures; appendix: 8 pages, 10 figures 

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VRT: A Video Restoration Transformer


Jan 28, 2022
Jingyun Liang, Jiezhang Cao, Yuchen Fan, Kai Zhang, Rakesh Ranjan, Yawei Li, Radu Timofte, Luc Van Gool

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* Sota results (+up to 2.16dB) on video SR, video deblurring and video denoising. Code: https://github.com/JingyunLiang/VRT 

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EyePAD++: A Distillation-based approach for joint Eye Authentication and Presentation Attack Detection using Periocular Images


Dec 29, 2021
Prithviraj Dhar, Amit Kumar, Kirsten Kaplan, Khushi Gupta, Rakesh Ranjan, Rama Chellappa

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Feature-Align Network with Knowledge Distillation for Efficient Denoising


Mar 18, 2021
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra

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