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2025

NTIRE 2025 XGC Quality Assessment Challenge: Methods and ResultsXiaohong Liu 0001, Xiongkuo Min, Qiang Hu 0003, Xiaoyun Zhang 0001, Jie Guo, Guangtao Zhai, Shushi Wang, Yingjie Zhou, Lu Liu 0005, Jingxin Li, Liu Yang, Farong Wen, Li Xu 0008, Yanwei Jiang, Xilei Zhu, Chunyi Li, Zicheng Zhang, Huiyu Duan, Xiele Wu, Yixuan Gao, Yuqin Cao, Jun Jia, Wei Sun 0029, Jiezhang Cao, Radu Timofte, Baojun Li, Jiamian Huang, Dan Luo, Tao Liu, Weixia Zhang, Bingkun Zheng, JunLin Chen, Ruikai Zhou, Meiya Chen, Yu Wang 0002, Hao Jiang 0014, Xiantao Li, Yuxiang Jiang, Jun Tang, Yimeng Zhao, Bo Hu 0008, Zelu Qi, Chaoyang Zhang, Fei Zhao, Ping Shi 0001, Lingzhi Fu, Heng Cong, Shuai He, Rongyu Zhang, Jiarong He, Zongyao Hu, Wei Luo, Zihao Yu, Fengbin Guan, Yiting Lu, Xin Li 0082, Zhibo Chen 0001, Mengjing Su, Yi Wang, Tuo Chen, Chunxiao Li, Shuaiyu Zhao, Jiaxin Wen, Chuyi Lin, Sitong Liu, Ningxin Chu, Jing Wan, Yu Zhou 0016, Baoying Chen, Jishen Zeng, Jiarui Liu, Xianjin Liu, Xin Chen 0032, Lanzhi Zhou, Hangyu Li, You Han, Bibo Xiang, Zhenjie Liu, Jianzhang Lu, Jialin Gui, Renjie Lu, Shangfei Wang, Donghao Zhou, Jingyu Lin, Quanjian Song, Jiancheng Huang, Yufeng Yang, Changwei Wang, Shupeng Zhong, Yang Yang 0009, Lihuo He, Jia Liu 0025, Yuting Xing, Tida Fang, Yuchun Jin. cvpr 2025: 1389-1402 [doi]

NTIRE 2025 Challenge on Light Field Image Super-Resolution: Methods and ResultsYingqian Wang 0002, Zhengyu Liang, Fengyuan Zhang, Lvli Tian, Longguang Wang, Juncheng Li 0013, Jungang Yang 0001, Radu Timofte, Yulan Guo, Kai Jin, Zeqiang Wei, Angulia Yang, Di Wu, Mingzhi Gao, Xiuzhuang Zhou, Yue Yan, Yuaho Wang, Shuang Chen, Zeping Tian, Yizhi Hu, Yao Lu, Haosong Liu, Xiancheng Zhu, Huanqiang Zeng, Jianqing Zhu, Yifan Shi, Junhui Hou, Mingyang Yu, Zhijian Wu, Dingjiang Huang, Wenli Zheng, Zekai Xu, Huiyuan Fu, Heng Zhang, Zhijuan Huang, Hongyuan Yu, Zeke Zexi Hu, Haodong Chen, Vera Yuk Ying Chung, Xiaoming Chen 0006, Zean Chen, Yeyao Chen, Gangyi Jiang, Haiyong Xu, Ting Luo 0001, Guanglong Liao, Danhao Zhang, Siyu Zhang, Wendong Mao, Zhongfeng Wang, Sunita Arya, Abhishek Kumar Sinha, S. Manthira Moorthi, Hao Zhang, Hao Sheng 0001, Da Yang 0001, Zhenglong Cui, Shuai Wang 0027, Haotian Zhang, Xingzheng Wang, Yuanbo Huang, Jiahao Lin, Yuhang Lin, Ahmed Salem 0005, Ebrahem Elkady, Hatem Ibrahem, Jae-Won Suh, Hyun-Soo Kang 0001, Changguang Wu, Hao Hou, Pengpeng Li, Peng Huang, Jiangxin Dong, Jinhui Tang 0001. cvpr 2025: 1227-1246 [doi]

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and ResultsXiaoning Liu 0003, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang 0001, Shuhang Gu, Le Zhang 0001, Ce Zhu, Radu Timofte, Kangbiao Shi, Yixu Feng, Tao Hu, Yu Cao, Peng Wu, Yijin Liang, Yanning Zhang 0001, Qingsen Yan, Han Zhou 0003, Wei Dong 0010, Yan Min, Mohab Kishawy, Jun Chen 0005, Pengpeng Yu, Anjin Park, Seung Soo Lee, Young Joon Park, Zixiao Hu, Junyv Liu, Huilin Zhang, Jun Zhang, Fei Wan, Bingxin Xu, Hongzhe Liu, Cheng Xu, Weiguo Pan, Songyin Dai, Xunpeng Yi, Qinglong Yan, Yibing Zhang, Jiayi Ma 0001, Changhui Hu 0001, Kerui Hu, Donghang Jing, Tiesheng Chen, Zhi Jin, Hongjun Wu, Biao Huang, Haitao Ling, Jiahao Wu, Dandan Zhan, G. Gyaneshwar Rao, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, Ramesh Ashok Tabib, Uma Mudenagudi, Ruirui Lin, Guoxi Huang, Nantheera Anantrasirichai, Qirui Yang, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Daniel Feijoo, Juan C. Benito, Álvaro García, Marcos V. Conde, Yang Qin, Raul Balmez, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Tianyi Mao, Huan Zheng, Yanyan Wei, Shengeng Tang, Dan Guo 0001, Zhao Zhang 0001, Sabari Nathan, K. Uma, A. Sasithradevi, B. Sathya Bama 0001, S. Mohamed Mansoor Roomi, Ao Li 0007, Xiangtao Zhang, Zhe Liu 0019, Yijie Tang, Jialong Tang, Zhicheng Fu, Gong Chen, Joe Nasti, John Nicholson, Zeyu Xiao, Zhuoyuan Li, Ashutosh Kulkarni, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Duan Liu, Weile Li, Hangyuan Lu, Rixian Liu, Tengfeng Wang, Jinxing Liang, Chenxin Yu. cvpr 2025: 1205-1215 [doi]

NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and ResultsZheng Chen 0014, Kai Liu, Jue Gong, Jingkai Wang 0003, Lei Sun 0016, Zongwei Wu, Radu Timofte, Yulun Zhang 0001, Xiangyu Kong, Xiaoxuan Yu, Hyunhee Park, Suejin Han, Hakjae Jeon, Dafeng Zhang, Hyung-Ju Chun, Donghun Ryou, Inju Ha, Bohyung Han, Lu Zhao, Yuyi Zhang, Pengyu Yan, Jiawei Hu, Pengwei Liu, Fengjun Guo, Hongyuan Yu, Pufan Xu, Zhijuan Huang, Shuyuan Cui, Peng Guo, Jiahui Liu, Dongkai Zhang, Heng Zhang, Huiyuan Fu, Huadong Ma, Yanhui Guo, Sisi Tian, Xin Li 0082, Jinwen Liang, Jie Liu 0040, Jie Tang 0006, Gangshan Wu, Zeyu Xiao, Zhuoyuan Li, Yinxiang Zhang, Wenxuan Cai, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, G. Gyaneshwar Rao, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Marcos V. Conde, Alejandro Merino, Bruno Longarela, Javier Abad, Weijun Yuan, Zhan Li 0004, Zhanglu Chen, Boyang Yao, Aagam Jain, Milan Kumar Singh, Ankit Kumar, Shubh Kawa, Divyavardhan Singh, Anjali Sarvaiya, Kishor P. Upla, Raghavendra Ramachandra, Chia-Ming Lee, Yu-Fan Lin, Chih-Chung Hsu, Risheek V. Hiremath, Palani Yashaswini, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang 0017, Shuyuan Zhu, Bing Zeng, David Bull 0001, Jingwei Liao, YuQing Yang, Wenda Shao, Junyi Zhao, Qisheng Xu, Kele Xu, Sunder Ali Khowaja, Ik Hyun Lee, Snehal Singh Tomar, Rajarshi Ray, Klaus Mueller, Sachin Chaudhary, Surya Vashisth, Akshay Dudhane, Praful Hambarde, Satya Naryan Tazi, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Bilel Benjdira, Anas M. Ali, Wadii Boulila, Zahra Moammeri, Ahmad Mahmoudi Aznaveh, Ali Karbasi, Hossein Motamednia, Liangyan Li, Guanhua Zhao, Kevin Le, Yimo Ning, Haoxuan Huang, Jun Chen 0005. cvpr 2025: 1525-1535 [doi]

The Tenth NTIRE 2025 Image Denoising Challenge ReportLei Sun 0016, Hang Guo, Bin Ren, Luc Van Gool, Radu Timofte, Yawei Li 0001. cvpr 2025: 1342-1369 [doi]

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and ResultsLei Sun 0016, Andrea Alfarano, Peiqi Duan, Shaolin Su, Kaiwei Wang, Boxin Shi, Radu Timofte, Danda Pani Paudel, Luc Van Gool, Qinglin Liu, Wei Yu, Xiaoqian Lv, Lu Yang, Shuigen Wang, Shengping Zhang, Xiangyang Ji, Long Bao, Yuqiang Yang, Jinao Song, Ziyi Wang, Shuang Wen 0009, Heng Sun, Kean Liu, Mingchen Zhong, Senyan Xu, Zhijing Sun, Jiaying Zhu, Chengjie Ge, Xingbo Wang, Yidi Liu, Xin Lu 0006, Xueyang Fu, Zheng-Jun Zha, Dawei Fan, Dafeng Zhang, Yong Yang, Siru Zhang 0002, Qinghua Yang, Hao Kang, Huiyuan Fu, Heng Zhang, Hongyuan Yu, Zhijuan Huang, Shouyan Wei, Feng Li, Runmin Cong, Weiqi Luo, Mingyun Lin, Chenxu Jiang, Hongyi Liu, Lei Yu, Weilun Li, Jiajun Zhai, Tingting Lin, Shuang Ma, Sai Zhou, Zhanwen Liu, Yang Wang, Eiffel Chong, Nuwan Bandara, Thivya Kandappu, Archan Misra, Yihang Chen, Zhan Li, Weijun Yuan, Wenzhuo Wang, Boyang Yao, Zhanglu Chen, Yijing Sun, Tianjiao Wan, Zijian Gao, Qisheng Xu, Kele Xu, Yukun Zhang, Yu He, Xiaoyan Xie, Tao Fu, Yashu Guatamkumar Patel, Vihar Ramesh Jain, Divesh Basina, Rishik Ashili, Manish Kumar Manjhi, Sourav Kumar, Prinon Benny, Himanshu Ghunawat, B. Sri Sairam Gautam, Anett Varghese, Abhishek Yadav. cvpr 2025: 1324-1341 [doi]

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and StudyXin Li 0082, Xijun Wang, Bingchen Li, Kun Yuan 0003, Yizhen Shao, Suhang Yao, Ming Sun 0008, Chao Zhou 0003, Radu Timofte, Zhibo Chen 0001. cvpr 2025: 1126-1136 [doi]

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and ResultsXin Li 0082, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen 0001, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang 0002, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu 0001, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo 0003, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, Xin Cao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng 0001, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan 0001. cvpr 2025: 1172-1183 [doi]

DataFormer: Differential Additive Transformer for Lightweight Semantic SegmentationMian Muhammad Naeem Abid, Nancy Mehta, Zongwei Wu, Radu Timofte. cvpr 2025: 820-831 [doi]

Learned Lightweight Smartphone ISP with Unpaired DataAndrei Arhire, Radu Timofte. cvpr 2025: 1878-1887 [doi]

Learning Transformer-based World Models with Contrastive Predictive CodingMaxime Burchi, Radu Timofte. iclr 2025: [doi]

RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge ReportMarcos V. Conde, Radu Timofte, Radu Berdan, Beril Besbinar, Daisuke Iso. cvpr 2025: 1254-1268 [doi]

A Simple Combination of Diffusion Models for Better Quality Trade-Offs in Image DenoisingJonas Dornbusch, Emanuel Pfarr, Florin-Alexandru Vasluianu, Frank Werner 0002, Radu Timofte. cvpr 2025: 895-904 [doi]

RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and SafetyAndrei Dumitriu, Florin Tatui, Florin Miron, Aakash Ralhan, Radu-Tudor Ionescu, Radu Timofte. cvpr 2025: 3427-3437 [doi]

NTIRE 2025 Challenge on Night Photography RenderingEgor I. Ershov, Sergey Korchagin, Aleksei Khalin, Artyom Panshin, Arseniy P. Terekhin, Ekaterina Zaychenkova, Georgiy Lobarev, Vsevolod Plokhotnyuk, Denis Abramov, Elisey Zhdanov, Sofia Dorogova, Yasin Mamedov, Nikola Banic, Georgy Perevozchikov, Radu Timofte, Lize Zhang, Yuqian Zhang, Shuai Liu 0009, Chaoyu Feng, Luyang Wang, Yibin Huang, Guangqi Shao, Xiaotao Wang, Lei Lei, Sishun Pan, Zhiqiang Zhong, Yang Yang 0009, Anas M. Ali, Hamad Aloqayli, Bilel Benjdira, Wadii Boulila, Xiaoyang Ma, Zijun Gao, Leyi Xing, Zongqi He, Yushen Zuo, Zhe Xiao 0001, Kin-Chung Chan, Hanmin Li, Jun Xiao 0010, Kin-Man Lam 0001, Yunpeng Wu, Dmitrij Manzura, Daniil Storonkin, Weixin Guo, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Buda Vampilov, Furkan Kinli, Furkan Kiraç. cvpr 2025: 1514-1524 [doi]

NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and ResultsYuqian Fu, Xingyu Qiu, Bin Ren, Yanwei Fu 0001, Radu Timofte, Nicu Sebe, Ming-Hsuan Yang 0001, Luc Van Gool, Kaijin Zhang, Qingpeng Nong, Xiugang Dong, Hong Gao, Xiangsheng Zhou, Jiancheng Pan, Yanxing Liu, Xiao He, Jiahao Li, Yuze Sun, Xiaomeng Huang, Zhenyu Zhang, Ran Ma, Yuhan Liu, Zijian Zhuang, Shuai Yi, Yixiong Zou, Lingyi Hong, Mingxi Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang, Weisen Chen, Yongxin Yan, Xinguo Chen, Yuanjie Shao, Zhengrong Zuo, Nong Sang, Hao Wu, Haoran Sun, Shuming Hu, Yan Zhang, ZhiGuang Shi, Yu Zhang, Chao Chen, Tao Wang, Da Feng, Linhai Zhuo, Ziming Lin, Yali Huang, Jie Me, Yiming Yang, Mi Guo, Mingyuan Jiu, Mingliang Xu, Maomao Xiong, Qunshu Zhang, Xinyu Cao, YuQing Yang, Dianmo Sheng, Xuanpu Zhao, Zhiyu Li, Xuyang Ding, Wenqian Li. cvpr 2025: 1048-1069 [doi]

Centurio: On Drivers of Multilingual Ability of Large Vision-Language ModelGregor Geigle, Florian Schneider 0001, Carolin Holtermann, Chris Biemann, Radu Timofte, Anne Lauscher, Goran Glavas. acl 2025: 2831-2881 [doi]

NTIRE 2025 challenge on Text to Image Generation Model Quality AssessmentShuhao Han, Haotian Fan, Fangyuan Kong, Wenjie Liao, Chunle Guo, Chongyi Li, Radu Timofte, Liang Li, Tao Li, Junhui Cui, Yunqiu Wang, Yang Tai, Jingwei Sun, Jianhui Sun, Xinli Yue, Tianyi Wang, Huan Hou, Junda Lu, Xinyang Huang, Zitang Zhou, Zijian Zhang, Xuhui Zheng, Xuecheng Wu, Chong Peng, Xuezhi Cao, Trong-Hieu Nguyen Mau, Minh-Hoang Le, Minh-Khoa Le-Phan, Duy-Nam Ly, Hai Dang Nguyen, Minh-Triet Tran, Yukang Lin, Yan Hong 0001, Chuanbiao Song, Siyuan Li, Jun Lan, Zhichao Zhang, Xinyue Li 0001, Wei Sun 0029, Zicheng Zhang, Yunhao Li, Xiaohong Liu 0001, Guangtao Zhai, Zitong Xu, Huiyu Duan, Jiarui Wang, Guangji Ma, Liu Yang, Lu Liu 0005, Qiang Hu 0003, Xiongkuo Min, Zichuan Wang, Zhenchen Tang, Bo Peng, Jing Dong, Fengbin Guan, Zihao Yu, Yiting Lu, Wei Luo, Xin Li 0082, Minhao Lin, Haofeng Chen, Xuanxuan He, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Bo-Cheng Qiu, Chih-Chung Hsu, Chia-Ming Lee, Yu-Fan Lin, Bo Yu, Zehao Wang, Da Mu, Mingxiu Chen, Junkang Fang, Huamei Sun, Wending Zhao, Zhiyu Wang, Wang Liu, Weikang Yu, Puhong Duan, Bin Sun 0001, Xudong Kang, Shutao Li, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Jiarong He, Zhishan Qiao, Yongqing Huang, Zewen Chen, Zhe Pang, Juan Wang 0012, Jian Guo, Zhizhuo Shao, Ziyu Feng, Bing Li 0024, Weiming Hu, Hesong Li, Dehua Liu, Zeming Liu, Qingsong Xie, Ruichen Wang, Zhihao Li, Yuqi Liang, Jianqi Bi, Jun Luo 0012, Junfeng Yang, Can Li, Jing Fu, Hongwei Xu, Mingrui Long, Lulin Tang. cvpr 2025: 1104-1125 [doi]

High-Precision Dichotomous Image Segmentation With Frequency and Scale AwarenessQiuping Jiang, Jinguang Cheng, Zongwei Wu, Runmin Cong, Radu Timofte. tnn, 36(5):8619-8631, May 2025. [doi]

ReCap: Better Gaussian Relighting with Cross-Environment CapturesJingzhi Li, Zongwei Wu, Eduard Zamfir, Radu Timofte. cvpr 2025: 21307-21316 [doi]

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and ResultsXin Li, Kun Yuan, Bingchen Li, Fengbin Guan, Yizhen Shao, Zihao Yu, Xijun Wang, Yiting Lu, Wei Luo, Suhang Yao, Ming Sun, Chao Zhou, Zhibo Chen 0001, Radu Timofte, Yabin Zhang, Ao-Xiang Zhang, Tianwu Zhi, JianZhao Liu, Yang Li, Jingwen Xu, Yiting Liao, Yushen Zuo, Mingyang Wu, Renjie Li 0003, Shengyun Zhong, Zhengzhong Tu, Yufan Liu, Xiangguang Chen, Zuowei Cao, Minhao Tang, Shan Liu, Kexin Zhang, Jingfen Xie, Yan Wang, Kai Chen, Shijie Zhao, Yunchen Zhang, Xiangkai Xu, Hong Gao, Ji Shi, Yiming Bao, Xiugang Dong, Xiangsheng Zhou, Yaofeng Tu, Ying Liang, Yiwen Wang, Xinning Chai, Yuxuan Zhang, Zhengxue Cheng, Yingsheng Qin, Yucai Yang, Rong Xie, Li Song, Wei Sun, Kang Fu, Linhan Cao, Dandan Zhu 0001, Kaiwei Zhang, Yucheng Zhu, Zicheng Zhang, Menghan Hu, Xiongkuo Min, Guangtao Zhai, Zhi Jin, Jiawei Wu, Wei Wang, Wenjian Zhang, Yuhai Lan, Gaoxiong Yi, Hengyuan Na, Wang Luo, Di Wu, MingYin Bai, Jiawang Du, Zilong Lu, Zhenyu Jiang, Hui Zeng, Ziguan Cui, Zongliang Gan, Guijin Tang, Xinglin Xie, Kehuan Song, Xiaoqiang Lu, Licheng Jiao, Fang Liu, Xu Liu, Puhua Chen, Ha Thu Nguyen, Katrien De Moor, Seyed Ali Amirshahi, Mohamed-Chaker Larabi, Qi Tang, Linfeng He, Zhiyong Gao, Zixuan Gao, Guohua Zhang, Zhiye Huang, Yi Deng, Qingmiao Jiang, Lu Chen, Yi Yang, Xi Liao, Nourine Mohammed Nadir, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang, Shuyuan Zhu, Bing Zeng, David Bull 0001, Meiqin Liu, Chao Yao, Yao Zhao 0001. cvpr 2025: 1092-1103 [doi]

KernFusNet: Implicit Kernel Modulation and Fusion for Blind Super-resolutionNancy Mehta, Akshay Dudhane, Subrahmanyam Murala, Radu Timofte. cvpr 2025: 832-842 [doi]

The Tenth NTIRE 2025 Efficient Super-Resolution Challenge ReportBin Ren, Hang Guo, Lei Sun 0016, Zongwei Wu, Radu Timofte, Yawei Li 0001. cvpr 2025: 917-966 [doi]

SF-YOLO: A Novel YOLO Framework for Small Object Detection in Aerial ScenesMeng Sun, Le Wang, Wangyu Jiang, Fayaz Ali Dharejo, Guojun Mao, Radu Timofte. iet-ipr, 19(1), 2025. [doi]

NTIRE 2025 Image Shadow Removal Challenge ReportFlorin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Cailan Chen, Zongwei Wu, Radu Timofte, Mingjia Li 0001, Jin Hu, Hainuo Wang, Hengxing Liu, Jiarui Wang, Qiming Hu, Xiaojie Guo 0001, Xin Lu 0006, Jiarong Yang, Yuanfei Bao, Anya Hu, Zihao Fan, Kunyu Wang, Jie Xiao 0002, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Yu-Fan Lin, Chia-Ming Lee, Chih-Chung Hsu, Xingbo Wang, Dong Li, Yuxu Chen, Bin Chen 0006, Yuanbo Zhou, Yuanbin Chen, Hongwei Wang, Jiannan Lin, Qinquan Gao, Tong Tong 0001, Zhao Zhang 0001, Yanyan Wei, Wei Dong 0010, Han Zhou 0003, Seyed Amirreza Mousavi, Jun Chen 0005, Haobo Liang, Jiajie Jing, Junyu Li, Yan Yang, Seoyeon Lee, Chaewon Kim, Ziyu Feng, Shidi Chen, Bowen Luan, Zewen Chen, Vijayalaxmi Ashok Aralikatti, G. Gyaneshwar Rao, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Alexandru Brateanu, Cosmin Ancuti, Tanmay Chaturvedi, Manish Kumar, Anmol Srivastav, Daksh Trivedi, Shashwat Thakur, Kishor P. Upla, Zeyu Xiao, Zhuoyuan Li, Boda Zhou, Shashank Shekhar, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Suiyi Zhao, Bo Wang 0072, Yan Luo 0004, Mingshen Wang, Yilin Zhang. cvpr 2025: 1312-1323 [doi]

NTIRE 2025 Ambient Lighting Normalization Challenge ReportFlorin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Zongwei Wu, Radu Timofte, Yuanfei Bao, Xingbo Wang, Xin Lu 0006, Jiarong Yang, Anya Hu, Kunyu Wang, Jie Xiao 0002, Dong Li, Xueyang Fu, Zheng-Jun Zha, Zihao Fan, Xi Wang, Yurui Zhu, Kean Liu, Senyan Xu, Hongjian Liu, Yupeng Xiao, David Serrano-Lozano, Francisco A. Molina-Bakhos, Danna Xue, Yixiong Yang, Maria Pilligua, Ramon Baldrich, María Vanrell 0001, Javier Vazquez-Corral, Xuan Sun, Zijie Lou, Ting Liu, Kuldeep Purohit, Jameer Babu Pinjari, Yilin Zhang, Huan Zheng, Yanyan Wei, Suiyi Zhao, Shengeng Tang, Zhao Zhang 0001, Yushen Zuo, Zongqi He, Zhe Xiao 0001, Cuixin Yang, Rongkang Dong, Jun Xiao, Kin-Man Lam 0001, Nikhil Akalwadi, Vijayalaxmi Ashok Aralikatti, Dheeraj Damodhar Hegde, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila. cvpr 2025: 1289-1300 [doi]

CH-YOLO-Lite: a lightweight object detection model with context-aware progressive aggregation and hierarchical feature aggregation for aerial imageryLe Wang, Wangyu Jiang, Fayaz Ali Dharejo, Meng Sun, Radu Timofte, Guojun Mao. jei, 34(2), 2025. [doi]

When super-resolution meets camouflaged object detection: A comparison studyJuan Wen, Shupeng Cheng, Weiyan Hou, Luc Van Gool, Radu Timofte. cviu, 253:104321, 2025. [doi]

Complexity Experts are Task-Discriminative Learners for Any Image RestorationEduard Zamfir, Zongwei Wu, Nancy Mehta, Yuedong Tan, Danda Pani Paudel, Yulun Zhang 0001, Radu Timofte. cvpr 2025: 12753-12763 [doi]

Calibration-Free Raw Image Denoising via Fine-Grained Noise EstimationYunhao Zou, Ying Fu 0001, Yulun Zhang 0001, Tao Zhang 0042, Chenggang Yan 0001, Radu Timofte. pami, 47(7):5368-5384, July 2025. [doi]

2024

NTIRE 2024 Quality Assessment of AI-Generated Content ChallengeXiaohong Liu 0001, Xiongkuo Min, Guangtao Zhai, Chunyi Li, Tengchuan Kou, Wei Sun 0029, Haoning Wu 0001, Yixuan Gao, Yuqin Cao, Zicheng Zhang, Xiele Wu, Radu Timofte, Fei Peng, Huiyuan Fu, Anlong Ming, Chuanming Wang, Huadong Ma, Shuai He, Zifei Dou, Shu Chen, Huacong Zhang, Haiyi Xie, Chengwei Wang, Baoying Chen, Jishen Zeng, Jianquan Yang, Weigang Wang, Xi Fang, Xiaoxin Lv, Jun Yan, Tianwu Zhi, Yabin Zhang 0002, Yaohui Li, Yang Li 0041, Jingwen Xu, JianZhao Liu, Yiting Liao, Junlin Li, Zihao Yu, Fengbin Guan, Yiting Lu, Xin Li 0082, Hossein Motamednia, S. Farhad Hosseini-Benvidi, Ahmad Mahmoudi Aznaveh, Azadeh Mansouri, Ganzorig Gankhuyag, Kihwan Yoon, Yifang Xu, Haotian Fan, Fangyuan Kong, Shiling Zhao, Weifeng Dong, Haibing Yin, Li Zhu, Zhiling Wang, Bingchen Huang, Avinab Saha, Sandeep Mishra, Shashank Gupta, Rajesh Sureddi, Oindrila Saha, Luigi Celona, Simone Bianco 0001, Paolo Napoletano, Raimondo Schettini, Junfeng Yang, Jing Fu, Wei Zhang 0196, Wenzhi Cao, Limei Liu, Han Peng, Weijun Yuan, Zhan Li 0004, Yihang Cheng 0007, Yifan Deng, Haohui Li, Bowen Qu, Yao Li, Shuqing Luo, Shunzhou Wang, Wei Gao 0003, Zihao Lu, Marcos V. Conde, Radu Timofte, Xinrui Wang, Zhibo Chen 0001, Ruling Liao, Yan Ye, Qiulin Wang, Bing Li 0024, Zhaokun Zhou, Miao Geng, Rui Chen, Xin Tao 0001, Xiaoyu Liang, Shangkun Sun, Xingyuan Ma, Jiaze Li, Mengduo Yang, Haoran Xu, Jie Zhou, Shiding Zhu, Bohan Yu, Pengfei Chen 0003, Xinrui Xu, Jiabin Shen, Zhichao Duan, Erfan Asadi, Jiahe Liu, Qi Yan, Youran Qu, Xiaohui Zeng, Lele Wang 0001, Renjie Liao. cvpr 2024: 6337-6362 [doi]

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and ResultsXiaoning Liu 0003, Zongwei Wu, Ao Li 0007, Florin-Alexandru Vasluianu, Yulun Zhang, Shuhang Gu, Le Zhang 0001, Ce Zhu, Radu Timofte, Zhi Jin, Hongjun Wu, Chenxi Wang, Haitao Ling, Yuanhao Cai, Hao Bian, Yuxin Zheng, Jing Lin, Alan L. Yuille, Ben Shao, Jin Guo, Tianli Liu, Mohao Wu, Yixu Feng, Shuo Hou, Haotian Lin 0005, Yu Zhu 0004, Peng Wu, Wei Dong 0010, Jinqiu Sun, Yanning Zhang, Qingsen Yan, Wenbin Zou, Weipeng Yang, Yunxiang Li, Qiaomu Wei, Tian Ye 0001, Sixiang Chen, Zhao Zhang 0001, Suiyi Zhao, Bo Wang 0011, Yan Luo, Zhichao Zuo, Mingshen Wang, Junhu Wang, Yanyan Wei, Xiaopeng Sun, Yu Gao, Jiancheng Huang, Hongming Chen 0004, Xiang Chen 0015, Hui Tang, Yuanbin Chen, Yuanbo Zhou, Xinwei Dai, Xintao Qiu, Wei Deng, Qinquan Gao, Tong Tong 0001, Mingjia Li, Jin Hu, Xinyu He, Xiaojie Guo, Sabarinathan, K. Uma, A. Sasithradevi, B. Sathya Bama 0001, S. Mohamed Mansoor Roomi, V. Srivatsav, Jinjuan Wang, Long Sun, Qiuying Chen, Jiahong Shao, Yizhi Zhang, Marcos V. Conde, Daniel Feijoo, Juan C. Benito, Alvaro García, Jaeho Lee, Seongwan Kim, Sharif S. M. A, Nodirkhuja Khujaev, Roman Tsoy, Ali Murtaza, Uswah Khairuddin, Ahmad 'Athif Mohd Faudzi, Sampada Malagi, Amogh Joshi, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Wenyi Lian, Wenjing Lian, Jagadeesh Kalyanshetti, Vijayalaxmi Ashok Aralikatti, Palani Yashaswini, Nitish Upasi, Dikshit Hegde, Ujwala Patil, Sujata C, Xingzhuo Yan, Wei Hao, Minghan Fu, Pooja Choksy, Anjali Sarvaiya, Kishor P. Upla, Kiran B. Raja, Hailong Yan, Yunkai Zhang, Baiang Li, Jingyi Zhang, Huan Zheng. cvpr 2024: 6571-6594 [doi]

Stereo Risk: A Continuous Modeling Approach to Stereo MatchingCe Liu 0004, Suryansh Kumar 0001, Shuhang Gu, Radu Timofte, Yao Yao, Luc Van Gool. icml 2024: [doi]

NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and ResultsZheng Chen 0014, Zongwei Wu, Eduard Zamfir, Kai Zhang 0008, Yulun Zhang, Radu Timofte, Xiaokang Yang, Hongyuan Yu, Cheng Wan 0006, Yuxin Hong, Zhijuan Huang, Yajun Zou, Yuan Huang, Jiamin Lin, Bingnan Han, Xianyu Guan, Yongsheng Yu, Daoan Zhang, Xuanwu Yin, Kunlong Zuo, Jinhua Hao, Kai Zhao, Kun Yuan, Ming Sun, Chao Zhou, Hongyu An, Xinfeng Zhang 0002, Zhiyuan Song, Ziyue Dong, Qing Zhao, Xiaogang Xu, Pengxu Wei, Zhi-Chao Dou, Gui-Ling Wang, Chih-Chung Hsu, Chia-Ming Lee, Yi-Shiuan Chou, Cansu Korkmaz, A. Murat Tekalp, Yubin Wei, Xiaole Yan, Binren Li, Haonan Chen, Siqi Zhang, Sihan Chen, Amogh Joshi, Nikhil Akalwadi, Sampada Malagi, Palani Yashaswini, Chaitra Desai, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi, Anjali Sarvaiya, Pooja Choksy, Jagrit Joshi, Shubh Kawa, Kishor P. Upla, Sushrut Patwardhan, Raghavendra Ramachandra, Sadat Hossain, Geongi Park, S. M. Nadim Uddin, Hao Xu, Yanhui Guo, Aman Urumbekov, Xingzhuo Yan, Wei Hao, Minghan Fu, Isaac Orais, Samuel Smith, Ying Liu, Wangwang Jia, Qisheng Xu, Kele Xu, Weijun Yuan, Zhan Li 0004, Wenqing Kuang, Ruijin Guan, Ruting Deng, Zhao Zhang 0001, Bo Wang 0011, Suiyi Zhao, Yan Luo, Yanyan Wei, Asif Hussain Khan, Christian Micheloni, Niki Martinel. cvpr 2024: 6108-6132 [doi]

NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and ResultsXin Li 0082, Kun Yuan, Yajing Pei, Yiting Lu, Ming Sun, Chao Zhou, Zhibo Chen 0001, Radu Timofte, Wei Sun 0029, Haoning Wu 0001, Zicheng Zhang, Jun Jia, Zhichao Zhang, Linhan Cao, Qiubo Chen, Xiongkuo Min, Weisi Lin, Guangtao Zhai, Jianhui Sun, Tianyi Wang, Lei Li 0009, Han Kong, Wenxuan Wang, Bing Li 0024, Cheng Luo, Haiqiang Wang, Xiangguang Chen, Wenhui Meng, Xiang Pan, Huiying Shi, Han Zhu 0003, Xiaozhong Xu, Lei Sun 0009, Zhenzhong Chen, Shan Liu 0001, Fangyuan Kong, Haotian Fan, Yifang Xu, Haoran Xu, Mengduo Yang, Jie Zhou, Jiaze Li, ShiJie Wen, Mai Xu, Da Li, Shunyu Yao, Jiazhi Du, Wangmeng Zuo, Zhibo Li, Shuai He, Anlong Ming, Huiyuan Fu, Huadong Ma, Yong Wu, Fie Xue, Guozhi Zhao, Lina Du, Jie Guo, Yu Zhang, Huimin Zheng, Junhao Chen, Yue Liu, Dulan Zhou, Kele Xu, Qisheng Xu, Tao Sun, Zhixiang Ding, Yuhang Hu. cvpr 2024: 6415-6431 [doi]

NTIRE 2024 Dense and Non-Homogeneous Dehazing Challenge ReportCodruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Yidi Liu, Xingbo Wang, Yurui Zhu, Gege Shi, Xin Lu 0006, Xueyang Fu, Zheng-Jun Zha, Wei Dong 0010, Han Zhou 0003, Ruiyi Wang, Xiaohong Liu 0001, Guangtao Zhai, Jun Chen 0005, Wei Song, Yichang Gao, Jiahao Xiong, Hualiang Lin, Xianger Li, Dong Li, Mohab Kishawy, Ruibin Li, Seyed Amirreza Mousavi, Rana Rauf, Yangyi Liu, Huan Liu 0014, MingSheng Tu, Kele Xu, Jiawen Chen, Qisheng Xu, Tao Sun, Jin Guo, Ben Shao, Tianli Liu, Mohao Wu, Xingzhuo Yan, Minghan Fu, Lehan Yang, Xin Lin, Lu Qi, Jincen Song, Xiaoqian Hu, Linwei Tao, Hongming Chen 0004, Xiang Chen 0015, Chuanlong Xie, Zhao Zhang 0001, Junhu Wang, Yanyan Wei, Suiyi Zhao, Shengeng Tang, Sampada Malagi, Amogh Joshi, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Wenjing Jiang, Jagadeesh Kalyanshetti, Vijayalaxmi Ashok Aralikatti, Palani Yashaswini, Nitish Upasi, Dikshit Hegde, Ujwala Patil, Sujata C. cvpr 2024: 6453-6468 [doi]

Versatile Vision Foundation Model for Image and Video ColorizationVukasin Bozic, Abdelaziz Djelouah, Yang Zhang 0003, Radu Timofte, Markus H. Gross, Christopher Schroers. siggraph 2024: 94 [doi]

Higher Fidelity Perceptual Image and Video Compression with a Latent Conditioned Residual Denoising Diffusion ModelJonas Brenig, Radu Timofte. eccv 2025: 194-210 [doi]

Multilingual Audio-Visual Speech Recognition with Hybrid CTC/RNN-T Fast ConformerMaxime Burchi, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg, Radu Timofte. icassp 2024: 10211-10215 [doi]

Deep Equilibrium Diffusion Restoration with Parallel SamplingJiezhang Cao, Yue Shi, Kai Zhang 0008, Yulun Zhang, Radu Timofte, Luc Van Gool. cvpr 2024: 2824-2834 [doi]

Deep Portrait Quality Assessment. A NTIRE 2024 Challenge SurveyNicolas Chahine, Marcos V. Conde, Daniela Carfora, Gabriel Pacianotto, Benoit Pochon, Sira Ferradans, Radu Timofte, Zhichao Duan, Xinrui Xu, Yipo Huang, Quan Yuan, Xiangfei Sheng, Zhichao Yang 0013, Leida Li, Haotian Fan, Fangyuan Kong, Yifang Xu, Wei Sun 0029, Weixia Zhang, Yanwei Jiang, Haoning Wu 0001, Zicheng Zhang, Jun Jia, Yingjie Zhou, Zhongpeng Ji, Xiongkuo Min, Weisi Lin, Guangtao Zhai, Xiaoqi Wang, Junqi Liu, Zixi Guo, Yun Zhang 0002, Zewen Chen, Wen Wang, Juan Wang, Bing Li 0024, Zhichao Duan, Xinrui Xu, Yipo Huang, Quan Yuan, Xiangfei Sheng, Zhichao Yang 0013, Leida Li, Haotian Fan, Fangyuan Kong, Yifang Xu, Wei Sun 0029, Weixia Zhang, Yanwei Jiang, Haoning Wu 0001, Zicheng Zhang, Jun Jia, Yingjie Zhou, Zhongpeng Ji, Xiongkuo Min, Weisi Lin, Guangtao Zhai, Zewen Chen, Wen Wang, Juan Wang, Bing Li 0024, Xiaoqi Wang, Junqi Liu, Zixi Guo, Yun Zhang 0002. cvpr 2024: 6732-6744 [doi]

Streaming Neural ImagesMarcos V. Conde, Andy Bigos, Radu Timofte. icip 2024: 2034-2040 [doi]

BSRAW: Improving Blind RAW Image Super-ResolutionMarcos V. Conde, Florin-Alexandru Vasluianu, Radu Timofte. wacv 2024: 8485-8495 [doi]

Toward Efficient Deep Blind Raw Image RestorationMarcos V. Conde, Florin-Alexandru Vasluianu, Radu Timofte. icip 2024: 1725-1731 [doi]

InstructIR: High-Quality Image Restoration Following Human InstructionsMarcos V. Conde, Gregor Geigle, Radu Timofte. eccv 2025: 1-21 [doi]

NILUT: Conditional Neural Implicit 3D Lookup Tables for Image EnhancementMarcos V. Conde, Javier Vazquez-Corral, Michael S. Brown, Radu Timofte. AAAI 2024: 1371-1379 [doi]

Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge SurveyMarcos V. Conde, Florin-Alexandru Vasluianu, Radu Timofte, Jianxing Zhang, Jia Li 0044, Fan Wang 0005, Xiaopeng Li, Zikun Liu, Hyunhee Park, Sejun Song, Changho Kim, Zhijuan Huang, Hongyuan Yu, Cheng Wan 0006, Wending Xiang, Jiamin Lin, Hang Zhong, Qiaosong Zhang, Yue Sun, Xuanwu Yin, Kunlong Zuo, Senyan Xu, Siyuan Jiang, Zhijing Sun, Jiaying Zhu, Liangyan Li, Ke Chen, Yunzhe Li, Yimo Ning, Guanhua Zhao, Jun Chen 0005, Jinyang Yu, Kele Xu, Qisheng Xu, Yong Dou, Jianxing Zhang, Jia Li 0044, Fan Wang 0005, Xiaopeng Li, Zikun Liu, Hyunhee Park, Sejun Song, Changho Kim, Zhijuan Huang, Hongyuan Yu, Cheng Wan 0006, Wending Xiang, Jiamin Lin, Hang Zhong, Qiaosong Zhang, Yue Sun, Xuanwu Yin, Kunlong Zuo, Senyan Xu, Siyuan Jiang, Zhijing Sun, Jiaying Zhu, Liangyan Li, Ke Chen, Yunzhe Li, Yimo Ning, Guanhua Zhao, Jun Chen 0005, Jinyang Yu, Kele Xu, Qisheng Xu, Yong Dou. cvpr 2024: 6745-6759 [doi]

Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge SurveyMarcos V. Conde, Zhijun Lei, Wen Li, Ioannis Katsavounidis, Radu Timofte, Min Yan, Xin Liu, Qian Wang, Xiaoqian Ye, Zhan Du, Tiansen Zhang, Zhiyuan Li, Hao Wei, Chenyang Ge, Jiangtao Lv, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang 0001, Menghan Zhou, Yiqiang Yan, Kihwan Yoon, Ganzorig Gankhuyag, Jae-Hyeon Lee, Ui-Jin Choi, Hyeon-Cheol Moon, Tae Hyun Jeong, Yoonmo Yang, Jae-Gon Kim, Jinwoo Jeong, Sunjei Kim, Xintao Qiu, Yuanbo Zhou, Kongxian Wu, Xinwei Dai, Hui Tang, Wei Deng, Qingquan Gao, Tong Tong 0001, Long Peng, Jiaming Guo, Xin Di, Bohao Liao, Zhibo Du, Peize Xia, Renjing Pei, Yang Wang, Yang Cao, Zhengjun Zha, Bingnan Han, Hongyuan Yu, Zhuoyuan Wu, Cheng Wan 0006, Yuqing Liu, Haodong Yu, JiZhe Li, Zhijuan Huang, Yuan Huang, Yajun Zou, Xianyu Guan, Qi Jia, Heng Zhang, Xuanwu Yin, Kunlong Zuo, Dongyang Zhang, Tianle Liu, Huaian Chen, Yi Jin 0002. cvpr 2024: 5838-5856 [doi]

Multi-Distillation Underwater Image Super-Resolution via Wavelet TransformFayaz Ali Dharejo, Basit Alawode, Iyyakutti Iyappan Ganapathi, Le Wang, Ajmal Mian, Radu Timofte, Sajid Javed. access, 12:131083-131099, 2024. [doi]

Simple Image Signal Processing using Global Context GuidanceOmar Elezabi, Marcos V. Conde, Radu Timofte. icip 2024: 2758-2764 [doi]

NTIRE 2024 Challenge on Night Photography RenderingEgor I. Ershov, Artyom Panshin, Oleg Karasev, Sergey Korchagin, Shepelev Lev, Alexandr Startsev, Daniil Vladimirov, Ekaterina Zaychenkova, Nikola Banic, Dmitrii Iarchuk, Maria Efimova, Radu Timofte, Arseniy P. Terekhin. cvpr 2024: 6702-6711 [doi]

TASOD: A Data Collection for Tiny and Small Object DetectionLars Fichtel, Dominik Erbacher, Dennis Grünwald, Leon Heller, Christian Bachmeir, Radu Timofte. eccv 2025: 229-245 [doi]

Real-World Mobile Image Denoising Dataset with Efficient BaselinesRoman Flepp, Andrey Ignatov, Radu Timofte, Luc Van Gool. cvpr 2024: 22368-22377 [doi]

Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language RepresentationsGregor Geigle, Radu Timofte, Goran Glavas. acl 2024: 5064-5084 [doi]

African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object ClassificationGregor Geigle, Radu Timofte, Goran Glavas. emnlp 2024: 2653-2669 [doi]

Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?Gregor Geigle, Radu Timofte, Goran Glavas. emnlp 2024: 2728-2742 [doi]

Virtually Enriched NYU Depth V2 Dataset for Monocular Depth Estimation: Do We Need Artificial Augmentation?Dmitry Ignatov, Andrey Ignatov, Radu Timofte. cvpr 2024: 6177-6186 [doi]

SOTA: Sequential Optimal Transport Approximation for Visual Tracking in Wild ScenarioSeonghak Lee, Jisoo Park, Radu Timofte, Junseok Kwon. access, 12:177028-177037, 2024. [doi]

MoVideo: Motion-Aware Video Generation with Diffusion ModelJingyun Liang, Yuchen Fan, Kai Zhang 0008, Radu Timofte, Luc Van Gool, Rakesh Ranjan. eccv 2025: 56-74 [doi]

VRT: A Video Restoration TransformerJingyun Liang, Jiezhang Cao, Yuchen Fan, Kai Zhang 0008, Rakesh Ranjan, Yawei Li, Radu Timofte, Luc Van Gool. TIP, 33:2171-2182, 2024. [doi]

Arbitrary-scale Super-resolution via Deep Learning: A Comprehensive SurveyHongying Liu, Zekun Li 0001, Fanhua Shang, Yuanyuan Liu 0001, Liang Wang 0001, Wei Feng 0005, Radu Timofte. inffus, 102:102015, February 2024. [doi]

Unsupervised Anomaly Segmentation at High Resolution with Patch-Divide-and-Conquer and Self-ensemblingHendrik Meininger, Radu Timofte. eccv 2025: 57-73 [doi]

Efficient End-to-End Convolutional Architecture for Point-of-Gaze EstimationCasian Miron, George Ciubotariu, Alexandru Pasarica, Radu Timofte. jimaging, 10(9):237, 2024. [doi]

AIM 2024 Sparse Neural Rendering Challenge: Dataset and BenchmarkMichal Nazarczuk, Thomas Tanay, Sibi Catley-Chandar, Richard Shaw, Radu Timofte, Eduardo Pérez-Pellitero. eccv 2025: 36-56 [doi]

Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPsGeorgy Perevozchikov, Nancy Mehta, Mahmoud Afifi, Radu Timofte. eccv 2025: 231-248 [doi]

Dataset GrowthZiheng Qin, Zhaopan Xu, Yukun Zhou, Zangwei Zheng, Zebang Cheng, Hao Tang 0005, Lei Shang, Baigui Sun, Xiaojiang Peng, Radu Timofte, Hongxun Yao, Kai Wang 0036, Yang You 0001. eccv 2025: 58-75 [doi]

NTIRE 2024 Challenge on HR Depth from Images of Specular and Transparent SurfacesPierluigi Zama Ramirez, Fabio Tosi, Luigi di Stefano, Radu Timofte, Alex Costanzino, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Yangyang Zhang, Cailin Wu, Zhuangda He, Shuangshuang Yin, Jiaxu Dong, Yangchenxu Liu, Hao Jiang, Jun Shi 0004, Yong A, Yixiang Jin, Dingzhe Li, Bingxin Ke, Anton Obukhov, Tinafu Wang, Nando Metzger, Shengyu Huang, Konrad Schindler, Yachuan Huang, Jiaqi Li 0007, Junrui Zhang, Yiran Wang 0005, Zihao Huang 0001, Tianqi Liu 0003, Zhiguo Cao 0001, Pengzhi Li, Jui-Lin Wang, Wenjie Zhu, Hui Geng, Yuxin Zhang, Long Lan, Kele Xu, Tao Sun, Qisheng Xu, Sourav Saini, Aashray Gupta, Sahaj K. Mistry, Aryan Shukla, Vinit Jakhetiya, Sunil Prasad Jaiswal, Yuejin Sun, Zhuofan Zheng, Yi Ning, Jen-Hao Cheng, Hou-I Liu, Hsiang-Wei Huang, Cheng-Yen Yang, Zhongyu Jiang, Yi-Hao Peng, Aishi Huang, Jenq-Neng Hwang. cvpr 2024: 6499-6512 [doi]

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge ReportBin Ren, Yawei Li, Nancy Mehta, Radu Timofte, Hongyuan Yu, Cheng Wan, Yuxin Hong, Bingnan Han, Zhuoyuan Wu, Yajun Zou, Yuqing Liu, JiZhe Li, Keji He, Chao Fan, Heng Zhang, Xiaolin Zhang, Xuanwu Yin, Kunlong Zuo, Bohao Liao, Peizhe Xia, Long Peng, Zhibo Du, Xin Di, Wangkai Li, Yang Wang, Wei Zhai, Renjing Pei, Jiaming Guo, Songcen Xu, Yang Cao, Zhengjun Zha, Yan Wang, Yi Liu, Qing Wang, Gang Zhang, Liou Zhang, Shijie Zhao, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang 0001, Xin Liu, Min Yan, Qian Wang, Menghan Zhou, Yiqiang Yan, Yixuan Liu, Wensong Chan, Dehua Tang, Dong Zhou, Li Wang, Lu Tian, Barsoum Emad, Bohan Jia, Junbo Qiao, Yunshuai Zhou, Yun Zhang, Wei Li, Shaohui Lin, Shenglong Zhou 0002, Binbin Chen, Jincheng Liao, Suiyi Zhao, Zhao Zhang, Bo Wang, Yan Luo, Yanyan Wei, Feng Li, Mingshen Wang, Yawei Li, Jinhan Guan, Dehua Hu, Jiawei Yu, Qisheng Xu, Tao Sun, Long Lan, Kele Xu, Xin Lin, Jingtong Yue, Lehan Yang, Shiyi Du, Lu Qi, Chao Ren, Zeyu Han, Yuhan Wang, Chaolin Chen, Haobo Li, Mingjun Zheng, Zhongbao Yang, Lianhong Song, Xingzhuo Yan, Minghan Fu, Jingyi Zhang, Baiang Li, Qi Zhu, Xiaogang Xu, Dan Guo, Chunle Guo, Jiadi Chen, Huanhuan Long, Chunjiang Duanmu, Xiaoyan Lei, Jie Liu, Weilin Jia, Weifeng Cao, Wenlong Zhang, Yanyu Mao, Ruilong Guo, Nihao Zhang, Qian Wang, Manoj Pandey, Maksym Chernozhukov, Giang Le, Shuli Cheng, Hongyuan Wang, Ziyan Wei, Qingting Tang, Liejun Wang, Yongming Li, Yanhui Guo, Hao Xu, Akram Khatami-Rizi, Ahmad Mahmoudi Aznaveh, Chih-Chung Hsu, Chia-Ming Lee, Yi-Shiuan Chou, Amogh Joshi, Nikhil Akalwadi, Sampada Malagi, Palani Yashaswini, Chaitra Desai, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi. cvpr 2024: 6595-6631 [doi]

Towards Online Real-Time Memory-based Video Inpainting TransformersGuillaume Thiry, Hao Tang 0005, Radu Timofte, Luc Van Gool. cvpr 2024: 6035-6044 [doi]

SFNet - A Spatial-Frequency Domain Neural Network For Image Lens Flare RemovalFlorin-Alexandru Vasluianu, Zongwei Wu, Radu Timofte. icip 2024: 1711-1717 [doi]

Towards Image Ambient Lighting NormalizationFlorin-Alexandru Vasluianu, Tim Seizinger, Zongwei Wu, Rakesh Ranjan, Radu Timofte. eccv 2025: 385-404 [doi]

Guest Editorial: Advanced image restoration and enhancement in the wildLongguang Wang, Juncheng Li 0003, Naoto Yokoya, Radu Timofte, Yulan Guo. iet-cvi, 18(4):435-438, June 2024. [doi]

NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and ResultsLongguang Wang, Yulan Guo, Juncheng Li 0003, Hongda Liu, Yang Zhao, Yingqian Wang 0002, Zhi Jin, Shuhang Gu, Radu Timofte. cvpr 2024: 6198-6207 [doi]

Single-Model and Any-Modality for Video Object TrackingZongwei Wu, Jilai Zheng, Xiangxuan Ren, Florin-Alexandru Vasluianu, Chao Ma 0004, Danda Pani Paudel, Luc Van Gool, Radu Timofte. cvpr 2024: 19156-19166 [doi]

See More Details: Efficient Image Super-Resolution by Experts MiningEduard Zamfir, Zongwei Wu, Nancy Mehta, Yulun Zhang, Radu Timofte. icml 2024: [doi]

Equivariant Multi-Modality Image FusionZixiang Zhao, Haowen Bai, Jiangshe Zhang 0001, Yulun Zhang, Kai Zhang 0008, Shuang Xu, Dongdong Chen, Radu Timofte, Luc Van Gool. cvpr 2024: 25912-25921 [doi]

Event-Free Moving Object Segmentation from Moving Ego VehicleZhuyun Zhou, Zongwei Wu, Danda Pani Paudel, Rémi Boutteau, Fan Yang 0019, Luc Van Gool, Radu Timofte, Dominique Ginhac. iros 2024: 8960-8965 [doi]

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