{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T15:29:58Z","timestamp":1785511798875,"version":"3.56.0"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62020106011"],"award-info":[{"award-number":["62020106011"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Program for International Cooperation of Ministry of Science and Technology of China","award":["2024YFE0100700"],"award-info":[{"award-number":["2024YFE0100700"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/tpami.2025.3529927","type":"journal-article","created":{"date-parts":[[2025,1,24]],"date-time":"2025-01-24T18:30:33Z","timestamp":1737743433000},"page":"3141-3158","source":"Crossref","is-referenced-by-count":25,"title":["Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution"],"prefix":"10.1109","volume":"47","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8866-2302","authenticated-orcid":false,"given":"Ao","family":"Li","sequence":"first","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6930-8674","authenticated-orcid":false,"given":"Le","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6143-0264","authenticated-orcid":false,"given":"Yun","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Computer Science, Nankai University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7607-707X","authenticated-orcid":false,"given":"Ce","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2469282"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxm075"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.19"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.138"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2439281"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475291"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01046"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.19"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.514"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_18"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20179"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00352"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00573"},{"key":"ref15","first-page":"25478","article-title":"Cross aggregation transformer for image restoration","volume-title":"Proc. Conf. Workshop Neural Inf. Process. Syst.","author":"Chen"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01212"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/121"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00061"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01150"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.151"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58595-2_34"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475227"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20071-7_22"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00099"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_1"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00567"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.182"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5555\/3045118.3045167"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_16"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351084"},{"key":"ref31","first-page":"1","article-title":"LAPAR: Linearly-assembled pixel-adaptive regression network for single image super-resolution and beyond","volume-title":"Proc. Conf. Workshop Neural Inf. Process. Syst.","author":"Li"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i2.25333"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19790-1_39"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02142"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00096"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58548-8_6"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.207"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1148\/93.2.257"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.113.133902"},{"key":"ref41","doi-asserted-by":"crossref","DOI":"10.1109\/TPAMI.2023.3341806","article-title":"CrossFormer: A versatile vision transformer hinging on cross-scale attention","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Wang"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00564"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00286"},{"key":"ref44","article-title":"Estimating or propagating gradients through stochastic neurons for conditional computation","author":"Bengio","year":"2013"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58542-6_17"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/128"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.150"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.5244\/C.26.135"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27413-8_47"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299156"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-4020-z"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00178"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00908"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00292"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14667"},{"key":"ref58","article-title":"Mixed precision training","author":"Micikevicius","year":"2018"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/10916529\/10852524.pdf?arnumber=10852524","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,7]],"date-time":"2025-03-07T18:38:41Z","timestamp":1741372721000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10852524\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":58,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2025.3529927","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}