Recurrent Video Restoration Transformer with Guided Deformable Attention

5 June 2022

Yuchen Fan

Radu Timofte

Luc Van Gool

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Papers citing "Recurrent Video Restoration Transformer with Guided Deformable Attention"

40 / 90 papers shown

Title
ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration Fu-Jen Tsai Yan-Tsung Peng Chen-Yu Chang Chan-Yu Li Yen-Yu Lin Chung-Chi Tsai Chia-Wen Lin ViT 30 0 0 22 Dec 2023
DyBluRF: Dynamic Deblurring Neural Radiance Fields for Blurry Monocular Video Minh-Quan Viet Bui Jongmin Park Jihyong Oh Munchurl Kim 23 6 0 21 Dec 2023
Semantic Lens: Instance-Centric Semantic Alignment for Video Super-Resolution Qi Tang Yao-Min Zhao Meiqin Liu Jian Jin Chao Yao 37 6 0 13 Dec 2023
Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution Shangchen Zhou Peiqing Yang Jianyi Wang Yihang Luo Chen Change Loy VGen 99 37 0 11 Dec 2023
Precipitation Downscaling with Spatiotemporal Video Diffusion Prakhar Srivastava Ruihan Yang Gavin Kerrigan Gideon Dresdner Jeremy McGibbon Christopher S. Bretherton Stephan Mandt DiffM 47 3 0 11 Dec 2023
Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution Xi Yang Chenhang He Jianqi Ma Lei Zhang DiffM VGen 30 11 0 01 Dec 2023
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models C. Rota M. Buzzelli J. Weijer DiffM 23 3 0 27 Nov 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration Zihao Zou Jiaming Liu Shirin Shoushtari Yubo Wang Weijie Gan Ulugbek S. Kamilov VGen DiffM 33 2 0 26 Nov 2023
MoVideo: Motion-Aware Video Generation with Diffusion Models Jingyun Liang Yuchen Fan Kai Zhang Radu Timofte Luc Van Gool Rakesh Ranjan DiffM VGen 33 10 0 19 Nov 2023
Reference-based Restoration of Digitized Analog Videotapes Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo VGen 39 1 0 20 Oct 2023
Space-Time Attention with Shifted Non-Local Search Kent Gauen Stanley Chan 16 0 0 28 Sep 2023
Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation Yijun Yang Angelica I. Aviles-Rivero Huazhu Fu Ye Liu Weiming Wang Lei Zhu ViT 21 14 0 24 Sep 2023
Aggregating Long-term Sharp Features via Hybrid Transformers for Video Deblurring Dongwei Ren Wei Shang Yi Yang W. Zuo ViT 14 0 0 13 Sep 2023
Neural Super-Resolution for Real-time Rendering with Radiance Demodulation Jia Li Zi-Yuan Chen Xiaolong Wu Lu Wang Beibei Wang Lei Zhang SupR 13 1 0 13 Aug 2023
Recurrent Self-Supervised Video Denoising with Denser Receptive Field Zichun Wang Yulun Zhang Debing Zhang Ying Fu 42 8 0 07 Aug 2023
Efficient neural supersampling on a novel gaming dataset Antoine Mercier Ruan Erasmus Yash Savani Manik Dhingra Fatih Porikli Guillaume Berger SupR 31 1 0 03 Aug 2023
Hierarchical Semantic Perceptual Listener Head Video Generation: A High-performance Pipeline Zhigang Chang Weitai Hu Q. Yang Shibao Zheng VGen 14 5 0 19 Jul 2023
Unsupervised Coordinate-Based Video Denoising M. Aiyetigbo Dineshchandar Ravichandran Reda Chalhoub Peter Kalivas Nianyi Li DiffM 19 0 0 01 Jul 2023
RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution Ren-Rong Wu Zhilu Zhang Shuohao Zhang Hongzhi Zhang W. Zuo 19 6 0 30 Jun 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 56 6 0 01 May 2023
Enhancing Video Super-Resolution via Implicit Resampling-based Alignment Kai Xu Ziwei Yu Xin Wang Michael Bi Mi Angela Yao SupR 23 12 0 29 Apr 2023
NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results Yingqian Wang Longguang Wang Zhengyu Liang Jung-Mo Yang Radu Timofte Y. Guo 36 39 0 20 Apr 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 20 7 0 18 Apr 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 32 0 0 23 Mar 2023
Pre-NeRF 360: Enriching Unbounded Appearances for Neural Radiance Fields Ahmad AlMughrabi Umair Haroon Ricardo Marques P. Radeva 29 5 0 21 Mar 2023
Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior Jiaqi Xu Xiaowei Hu Lei Zhu Qi Dou Jifeng Dai Yu Qiao Pheng-Ann Heng 21 25 0 17 Mar 2023
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution Jiezhang Cao Qin Wang Yongqin Xian Yawei Li Bingbing Ni Zhi-peng Pi Kaixuan Zhang Yulun Zhang Radu Timofte Luc Van Gool SupR 24 50 0 08 Dec 2022
FSID: Fully Synthetic Image Denoising via Procedural Scene Generation Gyeongmin Choe Beibei Du Seonghyeon Nam Xiaoyu Xiang Bo Zhu Rakesh Ranjan DiffM 16 0 0 07 Dec 2022
Blur Interpolation Transformer for Real-World Motion from Blur Zhihang Zhong Ming Cao Xiang Ji Yinqiang Zheng Imari Sato ViT 28 25 0 21 Nov 2022
Towards Interpretable Video Super-Resolution via Alternating Optimization Jiezhang Cao Jingyun Liang Kaixuan Zhang Wenguan Wang Qin Wang Yulun Zhang H. Tang Luc Van Gool SupR 30 16 0 21 Jul 2022
Rethinking Alignment in Video Super-Resolution Transformers Shu Shi Jinjin Gu Liangbin Xie Xintao Wang Yujiu Yang Chao Dong 30 67 0 18 Jul 2022
Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network Xiaogang Xu Yi-Bin Yu Nianjuan Jiang Jiangbo Lu Bei Yu Jiaya Jia 37 0 0 04 Jul 2022
A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift Dasong Li Xiaoyu Shi Y. Zhang Ka Chun Cheung Simon See Xiaogang Wang Hongwei Qin Hongsheng Li VGen 24 58 0 22 Jun 2022
Learning Spatio-Temporal Downsampling for Effective Video Upscaling Xiaoyu Xiang Yapeng Tian Vijay Rengarajan Lucas D. Young Bo Zhu Rakesh Ranjan 31 1 0 15 Mar 2022
STDAN: Deformable Attention Network for Space-Time Video Super-Resolution Hai Wang Xiaoyu Xiang Yapeng Tian Wenming Yang Q. Liao AI4TS 34 13 0 14 Mar 2022
Self-Supervised Deep Blind Video Super-Resolution Haoran Bai Jin-shan Pan SupR 18 11 0 19 Jan 2022
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 157 391 0 27 Apr 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,450 0 04 Feb 2021
MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution Wenbo Li Xin Tao Taian Guo Lu Qi Jiangbo Lu Jiaya Jia SupR 131 137 0 23 Jul 2020
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 195 5,176 0 16 Sep 2016