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DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models

1 July 2024

Hau-Shiang Shiu

Yu-Lun Liu

VGen

DiffM

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Papers citing "DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models"

44 / 94 papers shown

Title
VRT: A Video Restoration Transformer Christos Sakaridis Jingyun Liang Yuchen Fan Peng Sun Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 105 268 0 28 Jan 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 275 842 0 27 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 460 15,665 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 360 3,605 0 20 Dec 2021
Vector Quantized Diffusion Model for Text-to-Image Synthesis Shuyang Gu Dong Chen Jianmin Bao Fang Wen Bo Zhang Dongdong Chen Lu Yuan B. Guo DiffM 142 794 0 29 Nov 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 121 947 0 29 Nov 2021
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 106 362 0 26 Nov 2021
Investigating Tradeoffs in Real-World Video Super-Resolution Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy SupR 64 103 0 24 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 176 2,232 0 18 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 189 2,930 0 23 Aug 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 130 723 0 06 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 125 1,170 0 22 Jul 2021
Video Super-Resolution Transformer Jie Cao Yawei Li Peng Sun Luc Van Gool ViT 68 172 0 12 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 241 7,857 0 11 May 2021
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 198 415 0 27 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 455 21,439 0 25 Mar 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Peng Sun Christos Sakaridis Luc Van Gool Radu Timofte 116 594 0 25 Mar 2021
Hybrid Neural Fusion for Full-frame Video Stabilization Yu-Lun Liu Wei-Sheng Lai Ming-Hsuan Yang Yung-Yu Chuang Jia-Bin Huang 93 42 0 11 Feb 2021
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Kelvin C. K. Chan Xintao Wang Ke Yu Chao Dong Chen Change Loy SupR 62 460 0 03 Dec 2020
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 344 6,480 0 26 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 664 41,103 0 22 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 283 7,384 0 06 Oct 2020
Understanding Deformable Alignment in Video Super-Resolution Kelvin C. K. Chan Xintao Wang K. Yu Chao Dong Chen Change Loy 72 155 0 15 Sep 2020
Video Super-Resolution with Recurrent Structure-Detail Network Takashi Isobe Xu Jia Shuhang Gu Songjiang Li Shengjin Wang Qi Tian SupR 58 212 0 02 Aug 2020
MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution Wenbo Li Xin Tao Taian Guo Lu Qi Jiangbo Lu Jiaya Jia SupR 178 144 0 23 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 650 18,096 0 19 Jun 2020
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior Jin-shan Pan Haoran Bai Jinhui Tang 63 153 0 06 Apr 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 244 2,625 0 26 Mar 2020
FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation Matias Tassano J. Delon T. Veit 68 238 0 01 Jul 2019
DVDnet: A Fast Network for Deep Video Denoising Matias Tassano J. Delon T. Veit 48 135 0 04 Jun 2019
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Xintao Wang Kelvin C. K. Chan K. Yu Chao Dong Chen Change Loy SupR 71 1,030 0 07 May 2019
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution Yapeng Tian Yulun Zhang Y. Fu Chenliang Xu SupR 77 530 0 07 Dec 2018
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 105 2,018 0 27 Nov 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 98 911 0 12 Jul 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 138 3,324 0 24 Feb 2018
Shift-Net: Image Inpainting via Deep Feature Rearrangement Zhaoyi Yan Xiaoming Li Mu Li W. Zuo Shiguang Shan 57 451 0 29 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 132,199 0 12 Jun 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 76 503 0 10 Apr 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 201 5,337 0 17 Mar 2017
An Introduction to Convolutional Neural Networks K. O’Shea Ryan Nash FaML HAI 76 3,152 0 26 Nov 2015
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 104 6,195 0 14 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 306 6,949 0 12 Mar 2015
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 103 3,559 0 08 Apr 2014