Title
RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge Report Marcos V. Conde Radu Timofte Radu Berdan Beril Besbinar Daisuke Iso ... Huanjing Yue Jingyu Yang Huize Cheng Shaomeng Zhang Zhaoyang Zhang Haoxiang Liang 77 14 0 02 Jun 2025
NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge Jie Liang Radu Timofte Qiaosi Yi Zhengqiang Zhang Shuaizheng Liu Lingchen Sun Rongyuan Wu Xindong Zhang Hui Zeng Lei Zhang 66 13 0 02 Jun 2025
NTIRE 2025 Challenge on Video Quality Enhancement for Video Conferencing: Datasets, Methods and Results Varun Jain Zongwei Wu Quan Zou Louis Florentin Henrik Turbell Sandeep Siddhartha Radu Timofte others 53 13 0 25 May 2025
NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment Shuhao Han Haotian Fan Fangyuan Kong Wenjie Liao Chunle Guo ... Jian Guo Zhizhuo Shao Ziyu Feng Bing Li Weiming Hu 184 10 0 22 May 2025
NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results Nikolay Safonov Alexey Bryncev Andrey Moskalenko Dmitry Kulikov D. Vatolin ... Mingyang Wu Renjie Li Yushen Zuo Shengyun Zhong Zhengzhong Tu 62 14 0 05 May 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study Xin Li Xijun Wang Bingchen Li Kun Yuan Yizhen Shao Suhang Yao Ming-Ting Sun Chao Zhou Radu Timofte Zhibo Chen 88 15 0 21 Apr 2025
$NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2025 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Kai Liu Jue Gong Jun Wang Lei Sun ... Prashant Patil Santosh Kumar Vipparthi Subrahmanyam Murala Bilel Benjdira Anas M. Ali SupR 375 9 0 20 Apr 2025
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results Zheng Chen Jun Wang Kai Liu Jue Gong Lei Sun ... J. Lee C. Lee Chih-Chung Hsu Hu Peng Chunming He 118 11 0 20 Apr 2025
NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Xin Li Yeying Jin Xin Jin Zongwei Wu Bingchen Li ... Jieyuan Pei Zheng Li Jingchao Wang Haoyu Bian Haoran Sun 129 13 0 17 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li Kun Yuan B. Li Fengbin Guan Yizhen Shao ... Guohua Zhang Z. Huang Y. Deng Qingmiao Jiang Lu Chen 120 15 0 17 Apr 2025
The Tenth NTIRE 2025 Image Denoising Challenge Report Lei-huan Sun Hang Guo Bin Ren Luc Van Gool Radu Timofte ... Kun Li Shengeng Tang Yu Zhang Weirun Zhou Haoxuan Lu 3DGS 124 14 0 16 Apr 2025
NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Lei Sun Andrea Alfarano Peiqi Duan Shaolin Su Kaidi Wang ... Prinon Benny Himanshu Ghunawat B Sri Sairam Gautam Anett Varghese Abhishek Yadav SupR 115 13 0 16 Apr 2025
NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results Yuqian Fu Xingyu Qiu Bin Ren Yanwei Fu Radu Timofte ... Dianmo Sheng Xuanpu Zhao Zhiyu Li X. Ding Wenqian Li 69 16 0 14 Apr 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report Bin Ren Hang Guo Lei-huan Sun Zhikai Wu Radu Timofte ... Dong-Hyeop Son Ui-Jin Choi Tiancheng Shao Yu Zhang Mengcheng Ma SupR 157 13 0 14 Apr 2025
NTIRE 2024 Challenge on Night Photography Rendering Egor Ershov Artyom Panshin Oleg Karasev Sergey Korchagin Shepelev Lev ... Qihua Cheng Fangpu Zhang Zhiqiang Xu Jingyu Yang Huanjing Yue 104 26 0 18 Jun 2024
CRNet: A Detail-Preserving Network for Unified Image Restoration and Enhancement Task Kangzhen Yang Tao Hu Kexin Dai Genggeng Chen Yu Cao Wei Dong Peng Wu Yanning Zhang Qingsen Yan 73 3 0 22 Apr 2024
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report Bin Ren Yawei Li Nancy Mehta Radu Timofte Hongyuan Yu ... P. Yashaswini Chaitra Desai R. Tabib Ujwala Patil U. Mudenagudi SupR 97 39 0 16 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 85 35 0 15 Apr 2024
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation Thuan Hoang Nguyen Anh Tran DiffM 70 66 0 08 Dec 2023
Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction Su-Kai Chen Hung-Lin Yen Yu-Lun Liu Min-Hung Chen Hou-Ning Hu Wen-Hsiao Peng Yen-Yu Lin 69 10 0 07 Sep 2023
RawHDR: High Dynamic Range Image Reconstruction from a Single Raw Image Yunhao Zou Chenggang Yan Ying Fu 104 23 0 05 Sep 2023
Burstormer: Burst Image Restoration and Enhancement Transformer Akshay Dudhane Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan Ming-Hsuan Yang 91 34 0 03 Apr 2023
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Radu Timofte Shuai Liu Chaoyu Feng Furui Bai ... Xin Lou Wei Zhou Cong Pang Haina Qin Mingxuan Cai 88 24 0 07 Nov 2022
Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network Dasong Li Yuanhang Zhang K. L. Law Xiaogang Wang Hongwei Qin Hongsheng Li 73 17 0 10 May 2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment Ziwei Luo Youwei Li Shuyang Cheng Lei Yu Qi Wu Zhihong Wen Haoqiang Fan Jian Sun Shuaicheng Liu ViT 88 46 0 18 Apr 2022
A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift Shi Guo Xi Yang Jianqi Ma Gaofeng Ren Lei Zhang 106 11 0 17 Mar 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 199 5,226 0 10 Jan 2022
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 103 93 0 08 Dec 2021
Noise Distribution Adaptive Self-Supervised Image Denoising using Tweedie Distribution and Score Matching Kwanyoung Kim Taesung Kwon Jong Chul Ye 130 17 0 05 Dec 2021
MetaFormer Is Actually What You Need for Vision Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan 173 918 0 22 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 184 2,249 0 18 Nov 2021
An Analysis and Implementation of the HDR+ Burst Denoising Method Antoine Monod J. Delon T. Veit 61 8 0 18 Oct 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 196 2,956 0 23 Aug 2021
NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results Goutam Bhat Martin Danelljan Radu Timofte Kazutoshi Akita Wooyeong Cho ... Rao Muhammad Umer Youliang Yan Lei Yu Magauiya Zhussip X. Zou SupR 68 39 0 07 Jun 2021
Temporal Memory Relation Network for Workflow Recognition from Surgical Video Yueming Jin Yonghao Long Cheng Chen Zixu Zhao Qi Dou Pheng-Ann Heng 88 92 0 30 Mar 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 193 1,497 0 04 Feb 2021
Deep Burst Super-Resolution Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte SupR 75 127 0 26 Jan 2021
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results A. Abdelhamed Mahmoud Afifi Radu Timofte M. S. Brown Yue Cao ... Tingniao Wang C. Lei Bin Liu Rajat Gupta Vineet Kumar 99 85 0 08 May 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao DiffM 167 344 0 17 Mar 2020
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery Michel Deudon Alfredo Kalaitzis Israel Goytom Md Rifat Arefin Zhichao Lin Kris Sankaran Vincent Michalski Samira Ebrahimi Kahou Julien Cornebise Yoshua Bengio SupR 80 108 0 15 Feb 2020
Basis Prediction Networks for Effective Burst Denoising with Large Kernels Zhihao Xia Federico Perazzi Michael Gharbi Kalyan Sunkavalli Ayan Chakrabarti AI4TS 69 69 0 09 Dec 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 260 3,962 0 12 Jul 2019
Handheld Multi-Frame Super-Resolution Bartlomiej Wronski Ignacio Garcia Dorado M. Ernst D. Kelly Michael Krainin Chia-Kai Liang M. Levoy P. Milanfar SupR 163 202 0 08 May 2019
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 118 916 0 12 Jul 2018
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 109 4,337 0 08 Jul 2018
Deep Burst Denoising Clément Godard Kevin Blackburn-Matzen M. Uyttendaele 72 126 0 15 Dec 2017
Burst Denoising with Kernel Prediction Networks B. Mildenhall Jonathan T. Barron Jiawen Chen Dillon Sharlet Ren Ng Robert E. Carroll 107 395 0 06 Dec 2017
HDR image reconstruction from a single exposure using deep CNNs Gabriel Eilertsen J. Kronander G. Denes Rafał K. Mantiuk Jonas Unger 3DV 135 553 0 20 Oct 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 187 5,932 0 10 Jul 2017
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 149 1,983 0 07 Dec 2016