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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]

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]

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]

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]

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]

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]

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

Efficient Baselines for Motion Prediction in Autonomous DrivingCarlos Gómez Huélamo, Marcos V. Conde, Rafael Barea, Manuel Ocaña, Luis Miguel Bergasa. tits, 25(5):4192-4205, May 2024. [doi]

2023

H2O Open Ecosystem for State-of-the-art Large Language ModelsArno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick, Chun-Ming Lee, Marcos V. Conde. emnlp 2023: 82-89 [doi]

Perceptual Image Enhancement for Smartphone Real-Time ApplicationsMarcos V. Conde, Florin-Alexandru Vasluianu, Javier Vazquez-Corral, Radu Timofte. wacv 2023: 1848-1858 [doi]

Efficient Deep Models for Real-Time 4K Image Super-Resolution. NTIRE 2023 Benchmark and ReportMarcos V. Conde, Eduard Zamfir, Radu Timofte, Daniel Motilla, Cen Liu, Zexin Zhang, Yunbo Peng, Yue Lin, Jiaming Guo, Xueyi Zou, Yuyi Chen, Yi Liu, Jia Hao, Youliang Yan, Yuanfan Zhang, Gen Li, Lei Sun, Lingshun Kong, Haoran Bai, Jinshan Pan, Jiangxin Dong, Jinhui Tang 0001, Mustafa Ayazoglu, Bahri Batuhan Bilecen, Mingxi Li, Yuhang Zhang, Xianjun Fan, Yankai Sheng, Long Sun, Zibin Liu, Weiran Gou, Shaoqing Li, Ziyao Yi, Yan Xiang, Dehui Kong, Ke Xu, Ganzorig Gankhuyag, Kihwan Yoon, Jin Zhang, Gaocheng Yu, Feng Zhang, Hongbin Wang, Zhou Zhou, Jiahao Chao, Hongfan Gao, Jiali Gong, Zhengfeng Yang, Zhenbing Zeng, Chengpeng Chen, Zichao Guo, Anjin Park, Yuqing Liu, Qi Jia, Hongyuan Yu, Xuanwu Yin, Dongyang Zhang, Ting Fu, Zhengxue Cheng, Shiai Zhu, Dajiang Zhou, Weichen Yu, Lin Ge, Jiahua Dong, Yajun Zou, Zhuoyuan Wu, Binnan Han, Xiaolin Zhang, Heng Zhang, Ben Shao, Shaolong Zheng, Daheng Yin, Baijun Chen, Mengyang Liu, Marian-Sergiu Nistor, Yi-Chung Chen, Zhi-Kai Huang, Yuan-Chun Chiang, Wei-Ting Chen, Hao-Hsiang Yang, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Tu Vo, Qingsen Yan, Yun Zhu, Jinqiu Su, Yanning Zhang, Cheng Zhang, Jiaying Luo, Youngsun Cho, Nakyung Lee, Kunlong Zuo. cvpr 2023: 1495-1521 [doi]

Efficient Context-Aware Graph Transformer for Vehicle Motion PredictionCarlos Gómez Huélamo, Marcos V. Conde, Rodrigo Gutiérrez-Moreno, Rafael Barea, Angel Llamazares, Miguel Antunes, Luis Miguel Bergasa. itsc 2022: 4133-4140 [doi]

Improving Multi-Agent Motion Prediction with Heuristic Goals and Motion RefinementCarlos Gómez Huélamo, Marcos V. Conde, Rafael Barea, Luis Miguel Bergasa. cvpr 2023: 5323-5332 [doi]

Efficient Multi-Lens Bokeh Effect Rendering and TransformationTim Seizinger, Marcos V. Conde, Manuel Kolmet, Tom E. Bishop, Radu Timofte. cvpr 2023: 1633-1642 [doi]

Towards Real-Time 4K Image Super-ResolutionEduard Zamfir, Marcos V. Conde, Radu Timofte. cvpr 2023: 1522-1532 [doi]

NTIRE 2023 Challenge on Image Super-Resolution (×4): Methods and ResultsYulun Zhang, Kai Zhang, Zheng Chen, Yawei Li, Radu Timofte, Junpei Zhang, Kexin Zhang 0003, Rui Peng, Yanbiao Ma, Licheng Jia, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Yajun Qiu, Qiang Zhu, Pengfei Li, Qianhui Li, Shuyuan Zhu, Dafeng Zhang, Jia Li, Fan Wang, Chunmiao Li, Taehyung Kim, Jungkeong Kil, Eon Kim, Yeonseung Yu, Beomyeol Lee, Subin Lee, Seokjae Lim, Somi Chae, Heungjun Choi, Zhi-Kai Huang, YiChung Chen, Yuan-Chun Chiang, Hao-Hsiang Yang, Wei-Ting Chen, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Ui-Jin Choi, Marcos V. Conde, Sunder Ali Khowaja, Jiseok Yoon, Ik Hyun Lee, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Zhao Zhang 0001, Baiang Li, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Jiayu Wei, Yanfeng Li, Jia Sun, Zhanyi Cheng, Zhiyuan Li, Xu Yao, Xinyi Wang, Danxu Li, Xuan Cui, Jun Cao, Cheng Li, Jianbin Zheng, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch 0001. cvpr 2023: 1865-1884 [doi]

2022

Few-shot Long-Tailed Bird Audio RecognitionMarcos V. Conde, Ui-Jin Choi. clef 2022: 2036-2046 [doi]

Conformer and Blind Noisy Students for Improved Image Quality AssessmentMarcos V. Conde, Maxime Burchi, Radu Timofte. cvpr 2022: 939-949 [doi]

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and RestorationMarcos V. Conde, Ui-Jin Choi, Maxime Burchi, Radu Timofte. eccv 2023: 669-687 [doi]

Real-Time Under-Display Cameras Image Restoration and HDR on Mobile DevicesMarcos V. Conde, Florin-Alexandru Vasluianu, Sabari Nathan, Radu Timofte. eccv 2023: 747-762 [doi]

Model-Based Image Signal Processors via Learnable DictionariesMarcos V. Conde, Steven McDonagh, Matteo Maggioni, Ales Leonardis, Eduardo Pérez-Pellitero. AAAI 2022: 481-489 [doi]

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and ResultsRuicheng Feng, Chongyi Li, Shangchen Zhou, Wenxiu Sun, Qingpeng Zhu, Jun Jiang, Qingyu Yang, Chen Change Loy, Jinwei Gu, Yurui Zhu, Xi Wang, Xueyang Fu, Xiaowei Hu, Jinfan Hu, Xina Liu, Xiangyu Chen, Chao Dong, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Xuhao Jiang, Guangqi Shao, Xiaotao Wang, Lei Lei, Zhao Zhang 0001, Suiyi Zhao, Huan Zheng, Yangcheng Gao, Yanyan Wei, Jiahuan Ren, Tao Huang, Zhenxuan Fang, Mengluan Huang, Junwei Xu, Yong Zhang, Yuechi Yang, Qidi Shu, Zhiwen Yang, Shaocong Li, Mingde Yao, Ruikang Xu, Yuanshen Guan, Jie Huang 0017, Zhiwei Xiong, Hangyan Zhu, Ming Liu, Shaohui Liu, Wangmeng Zuo, Zhuang Jia, Binbin Song, Ziqi Song, Guiting Mao, Ben Hou, Zhimou Liu, Yi Ke, Dengpei Ouyang, Dekui Han, Jinghao Zhang, Qi Zhu, Naishan Zheng, Feng Zhao 0004, Wu Jin, Marcos V. Conde, Sabari Nathan, Radu Timofte, Tianyi Xu, Jun Xu, P. S. Hrishikesh, Densen Puthussery, C. V. Jiji, Biao Jiang, Yuhan Ding, WanZhang Li, Xiaoyue Feng, Sijing Chen, Tianheng Zhong, Jiyang Lu, Hongming Chen, Zhentao Fan, Xiang Chen. eccv 2023: 60-77 [doi]

Exploring Attention GAN for Vehicle Motion PredictionCarlos Gómez Huélamo, Marcos V. Conde, Miguel Ortiz, Santiago Montiel, Rafael Barea, Luis Miguel Bergasa. itsc 2022: 4011-4016 [doi]

2021

Weakly-Supervised Classification and Detection of Bird Sounds in the Wild. A BirdCLEF 2021 SolutionMarcos V. Conde, Kumar Shubham, Prateek Agnihotri, Nitin D. Movva, Szilard Bessenyei. clef 2021: 1547-1558 [doi]

CLIP-Art: Contrastive Pre-Training for Fine-Grained Art ClassificationMarcos V. Conde, Kerem Turgutlu. cvpr 2021: 3956-3960 [doi]

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