{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T16:28:50Z","timestamp":1778603330025,"version":"3.51.4"},"reference-count":86,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Hong Kong Research Grants Council (RGC) Research Impact Fund","award":["R5001-18"],"award-info":[{"award-number":["R5001-18"]}]},{"name":"The Hong Kong Polytechnic University (PolyU)-OPPO Joint Innovation Laboratory"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tip.2024.3434426","type":"journal-article","created":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T18:37:49Z","timestamp":1722537469000},"page":"4444-4458","source":"Crossref","is-referenced-by-count":14,"title":["Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective"],"prefix":"10.1109","volume":"33","author":[{"given":"Lingchen","family":"Sun","sequence":"first","affiliation":[{"name":"Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2822-5466","authenticated-orcid":false,"given":"Jie","family":"Liang","sequence":"additional","affiliation":[{"name":"OPPO Research Institute, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuaizheng","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7603-6497","authenticated-orcid":false,"given":"Hongwei","family":"Yong","sequence":"additional","affiliation":[{"name":"Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2078-4215","authenticated-orcid":false,"given":"Lei","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.2982166"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10593-2_13"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_25"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.481"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00179"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.181"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.19"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1809.00219"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00184"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_18"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3021088"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.514"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00557"},{"key":"ref14","article-title":"Uncovering the over-smoothing challenge in image super-resolution: Entropy-based quantification and contrastive optimization","author":"Xu","year":"2022","journal-title":"arXiv:2201.01034"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1603.08155"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2003.1292216"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00652"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00831"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11021-5_21"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00328"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00319"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3154614"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00194"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00236"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i2.20030"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_7"},{"key":"ref29","article-title":"DeSRA: Detect and delete the artifacts of GAN-based real-world super-resolution models","author":"Xie","year":"2023","journal-title":"arXiv:2307.02457"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00172"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01218"},{"key":"ref32","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1994.2.3.221"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/4235.996017"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2007.892759"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.107169"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_33"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00179"},{"key":"ref40","article-title":"Adaptive network combination for single-image reflection removal: A domain generalization perspective","author":"Liu","year":"2022","journal-title":"arXiv:2204.01505"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.151"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00262"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19790-1_39"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02142"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3279977"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.187"},{"key":"ref48","article-title":"Training generative image super-resolution models by wavelet-domain losses enables better control of artifacts","author":"Korkmaz","year":"2024","journal-title":"arXiv:2402.19215"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3144406"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2016.12.009"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45356-3_36"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2021.3079985"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2008.04.001"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.3390\/w10030307"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58517-4_32"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58571-6_41"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19787-1_3"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2928174"},{"key":"ref60","first-page":"1","article-title":"Evolutionary stochastic gradient descent for optimization of deep neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Cui"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2022.3146327"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3061630"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2022.105875"},{"key":"ref64","first-page":"794","article-title":"GradNorm: Gradient normalization for adaptive loss balancing in deep multitask networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Chen"},{"key":"ref65","volume-title":"Nonlinear Multi-Objective Optimization","volume":"12","author":"Miettinen","year":"2012"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01104"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.150"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.149"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00217"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.5244\/C.26.135"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27413-8_47"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299156"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-4020-z"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3045810"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00318"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58598-3_7"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00779"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00971"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00424"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11021-5_8"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00170"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2023.103718"},{"key":"ref84","article-title":"Decoupled weight decay regularization","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Loshchilov"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2022.3226744"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2880256"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/83\/10346232\/10620375.pdf?arnumber=10620375","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,7]],"date-time":"2024-08-07T18:06:03Z","timestamp":1723053963000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10620375\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":86,"URL":"https:\/\/doi.org\/10.1109\/tip.2024.3434426","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}