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MaxViT: Multi-Axis Vision Transformer



Zhengzhong Tu , Hossein Talebi , Han Zhang , Feng Yang , Peyman Milanfar , Alan Bovik , Yinxiao Li


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MAXIM: Multi-Axis MLP for Image Processing



Zhengzhong Tu , Hossein Talebi , Han Zhang , Feng Yang , Peyman Milanfar , Alan Bovik , Yinxiao Li


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Deblurring via Stochastic Refinement



Jay Whang , Mauricio Delbracio , Hossein Talebi , Chitwan Saharia , Alexandros G. Dimakis , Peyman Milanfar


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Solving Image PDEs with a Shallow Network



Pascal Tom Getreuer , Peyman Milanfar , Xiyang Luo

* 21 pages, 22 figures, references arXiv:1802.06130, arXiv:1711.10700, arXiv:1606.01299 

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MUSIQ: Multi-scale Image Quality Transformer



Junjie Ke , Qifei Wang , Yilin Wang , Peyman Milanfar , Feng Yang

* ICCV 2021 

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COMISR: Compression-Informed Video Super-Resolution



Yinxiao Li , Pengchong Jin , Feng Yang , Ce Liu , Ming-Hsuan Yang , Peyman Milanfar

* 14 pages, 13 figures 

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Deep 3D-to-2D Watermarking: Embedding Messages in 3D Meshes and Extracting Them from 2D Renderings



Innfarn Yoo , Huiwen Chang , Xiyang Luo , Ondrej Stava , Ce Liu , Peyman Milanfar , Feng Yang


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Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods



Mangal Prakash , Mauricio Delbracio , Peyman Milanfar , Florian Jug


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Patch Craft: Video Denoising by Deep Modeling and Patch Matching



Gregory Vaksman , Michael Elad , Peyman Milanfar


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