Rethinking Alignment in Video Super-Resolution Transformers

18 July 2022

Jinjin Gu

Yujiu Yang

Papers citing "Rethinking Alignment in Video Super-Resolution Transformers"

39 / 39 papers shown

Title
Augmented Deep Contexts for Spatially Embedded Video Coding Yifan Bian Chuanbo Tang L. Li Dong Liu 44 0 0 08 May 2025
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 36 0 0 04 May 2025
Implicit Neural Representation for Video and Image Super-Resolution M. Aiyetigbo Wanqi Yuan Feng Luo Nianyi Li SupR 51 0 0 06 Mar 2025
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling Fadeel Sher Khan Joshua Ebenezer Hamid Sheikh Seok-Jun Lee 67 0 0 28 Feb 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining Jinfan Hu Zhiyuan You Jinjin Gu Kaiwen Zhu Tianfan Xue Chao Dong 41 0 0 18 Feb 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 K. Zhang Z. Zhang Jian Yang Z. Yang Ying Tai VGen DiffM 36 1 0 06 Jan 2025
Spatio-Temporal Distortion Aware Omnidirectional Video Super-Resolution Hongyu An Xinfeng Zhang Shijie Zhao Ruiqin Xiong Ruiqin Xiong SupR 118 0 0 15 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 Efficient Video Super-Resolution for AV1 Compressed Content Marcos V Conde Zhijun Lei Wen Li Christos Bampis Ioannis Katsavounidis Radu Timofte SupR 72 8 0 25 Sep 2024
Cascaded Temporal Updating Network for Efficient Video Super-Resolution Hao Li Jiangxin Dong Jinshan Pan 40 0 0 26 Aug 2024
Visible-Thermal Multiple Object Tracking: Large-scale Video Dataset and Progressive Fusion Approach Yongchan Choi Qianwu Wang Chanmoo Park Dongha Kim Yongdai Kim 36 0 0 02 Aug 2024
RealViformer: Investigating Attention for Real-World Video Super-Resolution Yuehan Zhang Angela Yao SupR 26 2 0 19 Jul 2024
EvTexture: Event-driven Texture Enhancement for Video Super-Resolution Dachun Kai Jiayao Lu Yueyi Zhang Xiaoyan Sun MDE SupR 46 3 0 19 Jun 2024
LAVIB: A Large-scale Video Interpolation Benchmark Alexandros Stergiou 37 1 0 14 Jun 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
Space-Time Video Super-resolution with Neural Operator Yuantong Zhang Hanyou Zheng Daiqin Yang Zhenzhong Chen Haichuan Ma Wenpeng Ding SupR 22 0 0 09 Apr 2024
Collaborative Feedback Discriminative Propagation for Video Super-Resolution Hao Li Xiang Chen Jiangxin Dong Jinhui Tang Jinshan Pan SupR 44 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 30 0 0 23 Mar 2024
Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention Xingyu Zhou Leheng Zhang Xiaorui Zhao Keze Wang Leida Li Shuhang Gu SupR 19 5 0 12 Jan 2024
Semantic Lens: Instance-Centric Semantic Alignment for Video Super-Resolution Qi Tang Yao-Min Zhao Meiqin Liu Jian Jin Chao Yao 21 6 0 13 Dec 2023
Precipitation Downscaling with Spatiotemporal Video Diffusion Prakhar Srivastava Ruihan Yang Gavin Kerrigan Gideon Dresdner Jeremy McGibbon Christopher S. Bretherton Stephan Mandt DiffM 29 3 0 11 Dec 2023
Efficient neural supersampling on a novel gaming dataset Antoine Mercier Ruan Erasmus Yash Savani Manik Dhingra Fatih Porikli Guillaume Berger SupR 21 1 0 03 Aug 2023
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models Liangbin Xie Xintao Wang Xiangyu Chen Gengyan Li Ying Shan Jiantao Zhou Chao Dong 19 26 0 05 Jul 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 26 12 0 24 May 2023
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment Tianhe Wu Shu Shi Haoming Cai Ming Cao Jing Xiao Yinqiang Zheng Yujiu Yang 31 21 0 18 May 2023
Enhancing Video Super-Resolution via Implicit Resampling-based Alignment Kai Xu Ziwei Yu Xin Wang Michael Bi Mi Angela Yao SupR 16 11 0 29 Apr 2023
Implicit Temporal Modeling with Learnable Alignment for Video Recognition S. Tu Qi Dai Zuxuan Wu Zhi-Qi Cheng Hang-Rui Hu Yu-Gang Jiang 28 35 0 20 Apr 2023
Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement Nancy Mehta Akshay Dudhane Subrahmanyam Murala Syed Waqas Zamir Salman Khan F. Khan 19 16 0 13 Apr 2023
Local-Global Temporal Difference Learning for Satellite Video Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Xianyu Jin Jiang He L. Zhang Chia-Wen Lin SupR 47 80 0 10 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 19 0 0 23 Mar 2023
Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 22 62 0 23 Mar 2023
Learning Non-Local Spatial-Angular Correlation for Light Field Image Super-Resolution Zhengyu Liang Yingqian Wang Longguang Wang Jungang Yang Shilin Zhou Y. Guo 26 38 0 16 Feb 2023
Beyond the Field-of-View: Enhancing Scene Visibility and Perception with Clip-Recurrent Transformer Haowen Shi Qi Jiang Kailun Yang Xiaoyue Yin Ze Wang Kaiwei Wang ViT 35 5 0 21 Nov 2022
Efficient Image Super-Resolution using Vast-Receptive-Field Attention Ling Zhou Haoming Cai Jinjin Gu Zheyu Li Yingqi Liu Xiangyu Chen Yu Qiao Chao Dong SupR 16 56 0 12 Oct 2022
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 149 389 0 27 Apr 2021
MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution Wenbo Li Xin Tao Taian Guo Lu Qi Jiangbo Lu Jiaya Jia SupR 129 136 0 23 Jul 2020
Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution Alice Lucas Santiago López-Tapia Rafael Molina Aggelos K. Katsaggelos GAN SupR 36 173 0 14 Jun 2018
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 190 5,163 0 16 Sep 2016