{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T03:35:21Z","timestamp":1778297721547,"version":"3.51.4"},"reference-count":116,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100017090","name":"Sony","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100017090","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6]]},"DOI":"10.1109\/cvprw59228.2023.00189","type":"proceedings-article","created":{"date-parts":[[2023,8,14]],"date-time":"2023-08-14T13:40:56Z","timestamp":1692020456000},"page":"1922-1960","source":"Crossref","is-referenced-by-count":57,"title":["NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results"],"prefix":"10.1109","author":[{"given":"Yawei","family":"Li","sequence":"first","affiliation":[{"name":"ETH Zurich,Computer Vision Lab"}]},{"given":"Yulun","family":"Zhang","sequence":"additional","affiliation":[{"name":"ETH Zurich,Computer Vision Lab"}]},{"given":"Radu","family":"Timofte","sequence":"additional","affiliation":[{"name":"ETH Zurich,Computer Vision Lab"}]},{"given":"Luc","family":"Van Gool","sequence":"additional","affiliation":[{"name":"ETH Zurich,Computer Vision Lab"}]},{"given":"Lei","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Youwei","family":"Li","sequence":"additional","affiliation":[]},{"given":"Xinpeng","family":"Li","sequence":"additional","affiliation":[]},{"given":"Ting","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Qi","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Mingyan","family":"Han","sequence":"additional","affiliation":[]},{"given":"Wenjie","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Chengzhi","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Jinting","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Haoqiang","family":"Fan","sequence":"additional","affiliation":[]},{"given":"Shuaicheng","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Yucong","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Minjie","family":"Cai","sequence":"additional","affiliation":[]},{"given":"Mingxi","family":"Li","sequence":"additional","affiliation":[]},{"given":"Yuhang","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Xian-Jun","family":"Fan","sequence":"additional","affiliation":[]},{"given":"Yankai","family":"Sheng","sequence":"additional","affiliation":[]},{"given":"Yanyu","family":"Mao","sequence":"additional","affiliation":[]},{"given":"Nihao","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Qian","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Mingjun","family":"Zheng","sequence":"additional","affiliation":[]},{"given":"Long","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Jinshan","family":"Pan","sequence":"additional","affiliation":[]},{"given":"Jiangxin","family":"Dong","sequence":"additional","affiliation":[]},{"given":"Jinhui","family":"Tang","sequence":"additional","affiliation":[]},{"given":"Zhongbao","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Yan","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Erlin","family":"Pan","sequence":"additional","affiliation":[]},{"given":"Qixuan","family":"Cai","sequence":"additional","affiliation":[]},{"given":"Xinan","family":"Dai","sequence":"additional","affiliation":[]},{"given":"Magauiya","family":"Zhussip","sequence":"additional","affiliation":[]},{"given":"Nikolay","family":"Kalyazin","sequence":"additional","affiliation":[]},{"given":"Dmitry","family":"Vyal","sequence":"additional","affiliation":[]},{"given":"Xueyi","family":"Zou","sequence":"additional","affiliation":[]},{"given":"Youliang","family":"Yan","sequence":"additional","affiliation":[]},{"given":"Heaseo","family":"Chung","sequence":"additional","affiliation":[]},{"given":"Jin","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Gaocheng","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Feng","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Hongbin","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Bohao","family":"Liao","sequence":"additional","affiliation":[]},{"given":"Zhibo","family":"Du","sequence":"additional","affiliation":[]},{"given":"Yu-Liang","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Gege","family":"Shi","sequence":"additional","affiliation":[]},{"given":"Long","family":"Peng","sequence":"additional","affiliation":[]},{"given":"Yang","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Yang","family":"Cao","sequence":"additional","affiliation":[]},{"given":"Zhengjun","family":"Zha","sequence":"additional","affiliation":[]},{"given":"Zhi-Kai","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Yi-Chung","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Yuan-Chun","family":"Chiang","sequence":"additional","affiliation":[]},{"given":"Hao-Hsiang","family":"Yang","sequence":"additional","affiliation":[]},{"given":"Wei-Ting","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Hua-En","family":"Chang","sequence":"additional","affiliation":[]},{"given":"I-Hsiang","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Chia-Hsuan","family":"Hsieh","sequence":"additional","affiliation":[]},{"given":"Sy-Yen","family":"Kuo","sequence":"additional","affiliation":[]},{"given":"Xin","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Qian","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Jiahao","family":"Pan","sequence":"additional","affiliation":[]},{"given":"Hongyuan","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Weichen","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Lin","family":"Ge","sequence":"additional","affiliation":[]},{"given":"Jiahua","family":"Dong","sequence":"additional","affiliation":[]},{"given":"Yajun","family":"Zou","sequence":"additional","affiliation":[]},{"given":"Zhuoyuan","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Binnan","family":"Han","sequence":"additional","affiliation":[]},{"given":"Xiaolin","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Heng","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Xuanwu","family":"Yin","sequence":"additional","affiliation":[]},{"given":"Kunlong","family":"Zuo","sequence":"additional","affiliation":[]},{"given":"Weijian","family":"Deng","sequence":"additional","affiliation":[]},{"given":"Hongjie","family":"Yuan","sequence":"additional","affiliation":[]},{"given":"Zengtong","family":"Lu","sequence":"additional","affiliation":[]},{"given":"Mingyu","family":"Ouyang","sequence":"additional","affiliation":[]},{"given":"Wenzhuo","family":"Ma","sequence":"additional","affiliation":[]},{"given":"Nian","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Hanyou","family":"Zheng","sequence":"additional","affiliation":[]},{"given":"Yuantong","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Junxi","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Zhenzhong","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Garas","family":"Gendy","sequence":"additional","affiliation":[]},{"given":"Nabil","family":"Sabor","sequence":"additional","affiliation":[]},{"given":"Jingchao","family":"Hou","sequence":"additional","affiliation":[]},{"given":"Guanghui","family":"He","sequence":"additional","affiliation":[]},{"given":"Yurui","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Xi","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Xueyang","family":"Fu","sequence":"additional","affiliation":[]},{"given":"Zheng-Jun","family":"Zha","sequence":"additional","affiliation":[]},{"given":"Daheng","family":"Yin","sequence":"additional","affiliation":[]},{"given":"Mengyang","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Baijun","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Ao","family":"Li","sequence":"additional","affiliation":[]},{"given":"Lei","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Kangjun","family":"Jin","sequence":"additional","affiliation":[]},{"given":"Ce","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Xiaoming","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Chengxing","family":"Xie","sequence":"additional","affiliation":[]},{"given":"Linze","family":"Li","sequence":"additional","affiliation":[]},{"given":"Haiteng","family":"Meng","sequence":"additional","affiliation":[]},{"given":"Tianlin","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Tianrui","family":"Li","sequence":"additional","affiliation":[]},{"given":"Xiaole","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Zhao","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Baiang","family":"Li","sequence":"additional","affiliation":[]},{"given":"Huan","family":"Zheng","sequence":"additional","affiliation":[]},{"given":"Suiyi","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Yangcheng","family":"Gao","sequence":"additional","affiliation":[]},{"given":"Jiahuan","family":"Ren","sequence":"additional","affiliation":[]},{"given":"Kang","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Jingpeng","family":"Shi","sequence":"additional","affiliation":[]},{"given":"Zhijian","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Dingjiang","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Jinchen","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Hui","family":"Li","sequence":"additional","affiliation":[]},{"given":"Qianru","family":"Xv","sequence":"additional","affiliation":[]},{"given":"Tianle","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Shizhuang","family":"Weng","sequence":"additional","affiliation":[]},{"given":"Gang","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Junpeng","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Xianming","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Junjun","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Mingjian","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Shizhuang","family":"Weng","sequence":"additional","affiliation":[]},{"given":"Jing","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Chengxu","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Qinrui","family":"Fan","sequence":"additional","affiliation":[]},{"given":"Chengming","family":"Feng","sequence":"additional","affiliation":[]},{"given":"Ziwei","family":"Luo","sequence":"additional","affiliation":[]},{"given":"Shu","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Siwei","family":"Lyu","sequence":"additional","affiliation":[]},{"given":"Xi","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Xin","family":"Wang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58598-3_36"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00572"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00178"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00218"},{"key":"ref53","first-page":"465","article-title":"Learning with privileged information for efficient image super-resolution","author":"lee","year":"2020","journal-title":"Computer Vision&#x2013;ECCV 2020 16th European Conference Glasgow UK August 23&#x2013;28 2020 Proceedings Part XXIV 16"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00092"},{"key":"ref55","doi-asserted-by":"crossref","DOI":"10.1109\/CVPR52729.2023.01753","article-title":"Efficient and explicit modelling of image hierarchies for image restoration","author":"li","year":"2023"},{"key":"ref54","first-page":"166","article-title":"CARN: convolutional anchored regression network for fast and accurate single image super-resolution","author":"li","year":"2018","journal-title":"Proceeding of the European Conference on Computer Vision Workshops"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00092"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00092"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.181"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00159"},{"key":"ref48","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014"},{"key":"ref47","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351084"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.187"},{"key":"ref44","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015"},{"key":"ref43","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"International Conference on Machine Learning"},{"key":"ref49","article-title":"Reformer: The efficient transformer","author":"kitaev","year":"2020"},{"key":"ref8","first-page":"17","article-title":"Simple baselines for image restoration","author":"chen","year":"2022","journal-title":"Proceedings of European Conference on Computer Vision"},{"key":"ref7","article-title":"Run, don&#x2019;t walk: Chasing higher flops for faster neural networks","author":"chen","year":"2023","journal-title":"IEEE Conf Comput Vis Pattern Recog"},{"key":"ref9","article-title":"Activating more pixels in image super-resolution transformer","author":"chen","year":"2022"},{"key":"ref4","article-title":"Collapsible linear blocks for super-efficient super resolution","author":"bhardwaj","year":"2021"},{"key":"ref3","article-title":"Layer normalization","author":"ba","year":"2016"},{"key":"ref6","article-title":"Human guided ground-truth generation for realistic image super-resolution","author":"chen","year":"2023","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00174"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01055"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00143"},{"key":"ref40","article-title":"Online convolutional re-parameterization","author":"hu","year":"2022","journal-title":"CoRR"},{"key":"ref35","article-title":"Gaussian error linear units (gelus)","author":"hendrycks","year":"2016"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00165"},{"key":"ref37","article-title":"Conv2former: A simple transformer-style convnet for visual recognition","author":"hou","year":"2022","journal-title":"CoRR"},{"key":"ref36","article-title":"Distilling the knowledge in a neural network","author":"hinton","year":"2015"},{"key":"ref31","article-title":"Pooling methods in deep neural networks, a review","author":"gholamalinezhad","year":"2020"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25063-7_36"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01461"},{"key":"ref32","article-title":"Visual attention network","author":"guo","year":"2022"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref38","article-title":"MobileNets: Efficient convolutional neural networks for mobile vision applications","author":"howard","year":"2017"},{"key":"ref24","article-title":"Scaling up your kernels to 31x31: Revisiting large kernel design in cnns","author":"ding","year":"2022","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01352"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00101"},{"key":"ref25","first-page":"184","article-title":"Learning a deep convolutional network for image super-resolution","author":"dong","year":"2014","journal-title":"Proceeding of the European Conference on Computer Vision"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01074"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01352"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01074"},{"key":"ref28","article-title":"Depgraph: Towards any structural pruning","author":"fang","year":"2023","journal-title":"The Thirty-Fourth IEEE\/CVF Conference on Computer Vision and Pattern Recognition"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00283"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00161"},{"key":"ref13","article-title":"N-gram in swin transformers for efficient lightweight image super-resolution","author":"choi","year":"2022"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00460"},{"key":"ref15","article-title":"Rethinking attention with performers","author":"choromanski","year":"2020"},{"key":"ref14","first-page":"1251","article-title":"Xception: Deep learning with depthwise separable convolutions","author":"chollet","year":"2017","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref97","article-title":"Reducing bert pretraining time from 3 days to 76 minutes","author":"you","year":"2019"},{"key":"ref96","article-title":"Focal modulation networks","author":"yang","year":"2022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00460"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01055"},{"key":"ref10","article-title":"Generating long sequences with sparse transformers","author":"child","year":"2019"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00170"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00154"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00166"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00200"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00172"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00139"},{"key":"ref95","article-title":"Adan: Adaptive nesterov momentum algorithm for faster optimizing deep models","author":"xie","year":"2022"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00135"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00191"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00093"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00141"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00145"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289464"},{"key":"ref88","article-title":"Yolov7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors","author":"wang","year":"2022"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00179"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.11231"},{"key":"ref81","article-title":"Spatially-adaptive feature modulation for efficient image super-resolution","author":"sun","year":"2023"},{"key":"ref84","article-title":"Patches are all you need?","author":"trockman","year":"2022"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.149"},{"key":"ref80","article-title":"Hybrid pixel-unshuffled network for lightweight image super-resolution","author":"sun","year":"2022"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00192"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2502579"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.207"},{"key":"ref109","first-page":"286","article-title":"Image super-resolution using very deep residual channel attention networks","author":"zhang","year":"2018","journal-title":"Proceedings of the European Conference on Computer Vision (ECCV)"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475291"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475291"},{"key":"ref75","article-title":"Convnext v2: Co-designing and scaling convnets with masked autoencoders","author":"sanghyun","year":"2023"},{"key":"ref104","first-page":"5","article-title":"AIM 2020 challenge on efficient super-resolution: Methods and results","author":"zhang","year":"2020","journal-title":"Proceedings of the European Conference on Computer Vision Workshops"},{"key":"ref74","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume":"32","author":"paszke","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01214"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.207"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00564"},{"key":"ref76","article-title":"Image super-resolution using efficient striped window transformer","author":"shi","year":"2023"},{"key":"ref103","article-title":"Swinfir: Revisiting the swinir with fast fourier convolution and improved training for image super-resolution","author":"zhang","year":"2022"},{"key":"ref2","article-title":"NTIRE 2023 challenge on nonhomogeneous dehazing","author":"ancuti","year":"2023","journal-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition Workshops"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.150"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00339"},{"key":"ref111","article-title":"NTIRE 2023 challenge on image super-resolution (x4): Methods and results","author":"zhang","year":"2023","journal-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition Workshops"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01167"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2016.2644865"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00167"},{"key":"ref72","article-title":"Sgdr: Stochastic gradient descent with warm restarts","author":"loshchilov","year":"2017","journal-title":"ICLRE"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00262"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00243"},{"key":"ref67","first-page":"41","article-title":"Residual feature distillation network for lightweight image super-resolution","author":"liu","year":"2020","journal-title":"Computer Vision&#x2013;ECCV 2020 Workshops Glasgow UK August 23&#x2013;28 2020 Proceedings Part III 16"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00158"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"},{"key":"ref115","article-title":"Neural architecture search with reinforcement learning","author":"zoph","year":"2017","journal-title":"Proceedings of International Conference on Learning Representations"},{"key":"ref63","first-page":"5958","article-title":"Train big, then compress: Rethinking model size for efficient training and inference of transformers","author":"li","year":"2020","journal-title":"Proceedings of the 37th International conference on Machine Learning ICML 2020 13 - 18 July 2020 Virtual Event volume 119 of Proceedings of Machine Learning Research"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00907"},{"key":"ref66","first-page":"41","article-title":"Residual feature distillation network for lightweight image super-resolution","author":"liu","year":"0"},{"key":"ref113","first-page":"256","article-title":"Efficient image super-resolution using vast-receptive-field attention","author":"zhou","year":"2023","journal-title":"Computer Vision&#x2013;ECCV 2022 Workshops Tel Aviv Israel October 23&#x2013;27 2022 Proceedings Part II"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.151"},{"key":"ref114","article-title":"To prune, or not to prune: exploring the efficacy of pruning for model compression","author":"zhu","year":"2017"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00118"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00099"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00188"}],"event":{"name":"2023 IEEE\/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","location":"Vancouver, BC, Canada","start":{"date-parts":[[2023,6,17]]},"end":{"date-parts":[[2023,6,24]]}},"container-title":["2023 IEEE\/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10208270\/10208119\/10208768.pdf?arnumber=10208768","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T19:28:06Z","timestamp":1755545286000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10208768\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6]]},"references-count":116,"URL":"https:\/\/doi.org\/10.1109\/cvprw59228.2023.00189","relation":{},"subject":[],"published":{"date-parts":[[2023,6]]}}}