Title
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 56 13 0 02 Jun 2025
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 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 45 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 182 10 0 22 May 2025
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results Sangmin Lee Eunpil Park Angel Canelo Hyunhee Park Youngjo Kim ... Alvaro Garcıa-Lara Daniel Feijoo Alvaro Garcıa Zeyu Xiao Zerui Li 80 13 0 17 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 48 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 83 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 373 8 0 20 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 106 15 0 17 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 112 13 0 17 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 99 13 0 16 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 115 14 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 44 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 143 13 0 14 Apr 2025
InstantRestore: Single-Step Personalized Face Restoration with Shared-Image Attention Howard Zhang Yuval Alaluf Sizhuo Ma A. Kadambi Jian Wang Kfir Aberman 64 4 0 09 Dec 2024
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao Jinjin Gu Yulun Zhang Xiucheng Wang Nan Cheng DiffM 105 4 0 05 Oct 2024
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 97 26 0 18 Jun 2024
CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using Score-Based Diffusion Models Maitreya Suin Rama Chellappa DiffM 46 4 0 08 Feb 2024
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 146 319 0 11 May 2023
DiffBFR: Bootstrapping Diffusion Model Towards Blind Face Restoration Xin Qiu Congying Han Zicheng Zhang Bonan li Tiande Guo Xuecheng Nie DiffM 69 18 0 08 May 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 104 185 0 27 Mar 2023
DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration Zhixin Wang Xiaoyun Zhang Ziying Zhang Huangjie Zheng Mingyuan Zhou Ya Zhang Yanfeng Wang DiffM 67 73 0 13 Mar 2023
DifFace: Blind Face Restoration with Diffused Error Contraction Zongsheng Yue Chen Change Loy DiffM 83 84 0 13 Dec 2022
Towards Robust Blind Face Restoration with Codebook Lookup Transformer Shangchen Zhou Kelvin C. K. Chan Chongyi Li Chen Change Loy CVBM 55 237 0 22 Jun 2022
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 80 338 0 19 Apr 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 114 408 0 03 Apr 2022
Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors Chaofeng Chen Xinyu Shi Yipeng Qin Xiaoming Li Xiaoguang Han Taojiannan Yang Shihui Guo 79 116 0 26 Feb 2022
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 195 2,945 0 23 Aug 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 225 679 0 12 Aug 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 129 1,173 0 22 Jul 2021
GAN Prior Embedded Network for Blind Face Restoration in the Wild Tao Yang Peiran Ren Xuansong Xie Lei Zhang GAN CVBM 83 279 0 13 May 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 94 453 0 11 Jan 2021
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 97 256 0 01 Dec 2020
Progressive Semantic-Aware Style Transformation for Blind Face Restoration Chaofeng Chen Xiaoming Li Lingbo Yang Xianhui Lin Lei Zhang Kwan-Yee K. Wong CVBM 76 154 0 18 Sep 2020
FFA-Net: Feature Fusion Attention Network for Single Image Dehazing Xu Qin Zhiling Wang Yuanchao Bai Xiaodong Xie Huizhu Jia 93 1,350 0 18 Nov 2019
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 110 576 0 14 Oct 2019
Progressive Face Super-Resolution via Attention to Facial Landmark Deok-Hun Kim Minseon Kim Gihyun Kwon Daeshik Kim SupR CVBM 51 139 0 22 Aug 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 617 10,590 0 12 Dec 2018
Deep Semantic Face Deblurring Ziyi Shen Wei-Sheng Lai Tingfa Xu Jan Kautz Ming-Hsuan Yang CVBM 67 195 0 09 Mar 2018
FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors Yu Chen Ying Tai Xiaoming Liu Chunhua Shen Jian Yang SupR 84 485 0 29 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 173 7,376 0 27 Oct 2017
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014