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"

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Title
Small Clips, Big Gains: Learning Long-Range Refocused Temporal Information for Video Super-Resolution Xingyu Zhou Wei Long Jingbo Lu Shiyin Jiang Weiyi You Haifeng Wu Shuhang Gu 41 0 0 04 May 2025
Coding-Prior Guided Diffusion Network for Video Deblurring Yike Liu Jianhui Zhang Haipeng Li Shuaicheng Liu B. Zeng DiffM 44 0 0 16 Apr 2025
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation Xingguang Zhang Nicholas Chimitt Xijun Wang Yu Yuan Stanley H. Chan 36 0 0 03 Apr 2025
FedVSR: Towards Model-Agnostic Federated Learning in Video Super-Resolution Ali Mollaahmadi Dehaghi Hossein KhademSohi Reza Razavi Steve Drew Mohammad Moshirpour FedML 56 0 0 17 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 52 0 0 08 Mar 2025
Implicit Neural Representation for Video and Image Super-Resolution M. Aiyetigbo Wanqi Yuan Feng Luo Nianyi Li SupR 56 0 0 06 Mar 2025
STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution Rui Xie Yinhong Liu Penghao Zhou Chen Zhao Jun Zhou Kaixuan Zhang Z. Zhang Jian Yang Z. Yang Ying Tai VGen DiffM 41 1 0 06 Jan 2025
TDM: Temporally-Consistent Diffusion Model for All-in-One Real-World Video Restoration Yizhou Li Zihua Liu Yusuke Monno Masatoshi Okutomi DiffM VGen 28 1 0 04 Jan 2025
Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec Compression Ali Mollaahmadi Dehaghi Reza Razavi Mohammad Moshirpour 74 1 0 12 Dec 2024
Adaptive High-Pass Kernel Prediction for Efficient Video Deblurring Bo Ji Angela Yao 75 0 0 02 Dec 2024
Bundle Adjusted Gaussian Avatars Deblurring Muyao Niu Yifan Zhan Qingtian Zhu ZeLin Li Wei Wang Zhihang Zhong Xingchen Sun Yinqiang Zheng 3DGS 76 0 0 24 Nov 2024
Quanta Video Restoration Prateek Chennuri Yiheng Chi Enze Jiang G. M. Dilshan Godaliyadda Abhiram Gnanasambandam Hamid R. Sheikh I. Gyongy Stanley H. Chan 19 0 0 19 Oct 2024
SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution Qi Tang Yao Zhao Meiqin Liu Chao Yao VGen DiffM 33 1 0 08 Oct 2024
AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results Ivan Molodetskikh Artem Borisov D. Vatolin Radu Timofte Jianzhao Liu ... Xiongkuo Min Guangtao Zhai Weihua Luo Yupeng Z. Hong Y SupR 48 6 0 05 Oct 2024
Learning Truncated Causal History Model for Video Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Di Niu VGen CML 26 2 0 04 Oct 2024
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video Marco Sánchez-Beeckman Antoni Buades Nicola Brandonisio Bilel Kanoun 33 0 0 03 Oct 2024
Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers Zixuan Fu Lanqing Guo Chong Wang Yufei Wang Zhihao Li Bihan Wen 31 1 0 17 Sep 2024
A Practical Gated Recurrent Transformer Network Incorporating Multiple Fusions for Video Denoising Kai Guo Seungwon Choi Jongseong Choi Lae-Hoon Kim ViT 22 0 0 10 Sep 2024
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring Taewoo Kim Hoonhee Cho Kuk-Jin Yoon 31 3 0 27 Aug 2024
Cascaded Temporal Updating Network for Efficient Video Super-Resolution Hao Li Jiangxin Dong Jinshan Pan 42 0 0 26 Aug 2024
Rethinking Video Deblurring with Wavelet-Aware Dynamic Transformer and Diffusion Model Chen Rao Guangyuan Li Zehua Lan Jiakai Sun Junsheng Luan Wei Xing Lei Zhao Huaizhong Lin Jianfeng Dong Dalong Zhang DiffM 32 5 0 24 Aug 2024
Adapting MIMO video restoration networks to low latency constraints Valéry Dewil Zhe Zheng Arnaud Barral Lara Raad Nao Nicolas Ioannis Cassagne Jean-Michel Morel Gabriele Facciolo B. Galerne Pablo Arias 33 0 0 22 Aug 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 37 0 0 12 Aug 2024
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining Hongtao Wu Yijun Yang Huihui Xu Weiming Wang Jinni Zhou Lei Zhu Mamba 39 16 0 31 Jul 2024
RealViformer: Investigating Attention for Real-World Video Super-Resolution Yuehan Zhang Angela Yao SupR 33 2 0 19 Jul 2024
Hierarchical Separable Video Transformer for Snapshot Compressive Imaging Ping Wang Yulun Zhang Lishun Wang Xin Yuan ViT 31 1 0 16 Jul 2024
Arbitrary-Scale Video Super-Resolution with Structural and Textural Priors Wei Shang Dongwei Ren Wanying Zhang Yuming Fang W. Zuo Kede Ma 43 3 0 13 Jul 2024
Domain-adaptive Video Deblurring via Test-time Blurring Jin-Ting He Fu-Jen Tsai Jia-Hao Wu Yan-Tsung Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin 48 1 0 12 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 57 5 0 01 Jul 2024
EvTexture: Event-driven Texture Enhancement for Video Super-Resolution Dachun Kai Jiayao Lu Yueyi Zhang Xiaoyan Sun MDE SupR 48 4 0 19 Jun 2024
Technique Report of CVPR 2024 PBDL Challenges Ying Fu Yu Li Shaodi You Boxin Shi Linwei Chen ... Songyin Dai Sen Jia Junpei Zhang Puhua Chen Qihang Li 41 0 0 15 Jun 2024
LAVIB: A Large-scale Video Interpolation Benchmark Alexandros Stergiou 42 2 0 14 Jun 2024
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring Huicong Zhang Haozhe Xie H. Yao 38 7 0 11 Jun 2024
HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera Yunfan Lu Zipeng Wang Yusheng Wang Hui Xiong 34 5 0 22 May 2024
Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance Junkai Fan Jiangwei Weng Kun Wang Yijun Yang J. Qian Jun Li Jian Yang 66 5 0 16 May 2024
Compression-Realized Deep Structural Network for Video Quality Enhancement Hanchi Sun Xiaohong Liu Xinyang Jiang Yifei Shen Dongsheng Li Xiongkuo Min Guangtao Zhai 35 1 0 10 May 2024
Coherent 3D Portrait Video Reconstruction via Triplane Fusion Shengze Wang Xueting Li Chao Liu Matthew Chan Michael Stengel Josef Spjut Henry Fuchs Shalini De Mello Koki Nagano 3DH 51 1 0 01 May 2024
VideoGigaGAN: Towards Detail-rich Video Super-Resolution Yiran Xu Taesung Park Richard Zhang Yang Zhou Eli Shechtman Feng Liu Jia-Bin Huang Difan Liu SupR 93 10 0 18 Apr 2024
Unsupervised Microscopy Video Denoising M. Aiyetigbo Alexander Korte Ethan Anderson Reda Chalhoub Peter Kalivas Feng Luo Nianyi Li 35 0 0 17 Apr 2024
Collaborative Feedback Discriminative Propagation for Video Super-Resolution Hao Li Xiang Chen Jiangxin Dong Jinhui Tang Jinshan Pan SupR 51 1 0 06 Apr 2024
Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution Zhikai Chen Fuchen Long Zhaofan Qiu Ting Yao Wengang Zhou Jiebo Luo Tao Mei DiffM 28 11 0 25 Mar 2024
Time-series Initialization and Conditioning for Video-agnostic Stabilization of Video Super-Resolution using Recurrent Networks Hiroshi Mori Norimichi Ukita 40 0 0 23 Mar 2024
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang Hongtao Wu Angelica I. Aviles-Rivero Yulun Zhang Jing Qin Lei Zhu 29 8 0 12 Mar 2024
Learning Exposure Correction in Dynamic Scenes Jin Liu Bo Wang Chuanming Wang Huiyuan Fu Huadong Ma 32 0 0 27 Feb 2024
Color Image Denoising Using The Green Channel Prior Zhaoming Kong Xiaowei Yang 28 0 0 13 Feb 2024
BVI-Lowlight: Fully Registered Benchmark Dataset for Low-Light Video Enhancement Nantheera Anantrasirichai Ruirui Lin A. Malyugina David Bull 91 2 0 03 Feb 2024
Reconstructing the Invisible: Video Frame Restoration through Siamese Masked Conditional Variational Autoencoder Yongchen Zhou Richard Jiang 24 0 0 18 Jan 2024
Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention Xingyu Zhou Leheng Zhang Xiaorui Zhao Keze Wang Leida Li Shuhang Gu SupR 24 5 0 12 Jan 2024
Spatio-Temporal Turbulence Mitigation: A Translational Perspective Xingguang Zhang Nicholas Chimitt Yiheng Chi Zhiyuan Mao Stanley H. Chan 44 9 0 08 Jan 2024
FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring Geunhyuk Youk Jihyong Oh Munchurl Kim 30 9 0 08 Jan 2024