{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T08:32:44Z","timestamp":1768465964288,"version":"3.49.0"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&#x0026;D Program of China","award":["2020YFB1313503"],"award-info":[{"award-number":["2020YFB1313503"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61922019"],"award-info":[{"award-number":["61922019"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61733002"],"award-info":[{"award-number":["61733002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672125"],"award-info":[{"award-number":["61672125"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018617","name":"LiaoNing Revitalization Talents Program","doi-asserted-by":"publisher","award":["XLYC1807088"],"award-info":[{"award-number":["XLYC1807088"]}],"id":[{"id":"10.13039\/501100018617","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2022,11,1]]},"DOI":"10.1109\/tpami.2021.3115825","type":"journal-article","created":{"date-parts":[[2021,9,28]],"date-time":"2021-09-28T21:49:22Z","timestamp":1632865762000},"page":"7688-7704","source":"Crossref","is-referenced-by-count":30,"title":["Learning Deformable Image Registration From Optimization: Perspective, Modules, Bilevel Training and Beyond"],"prefix":"10.1109","volume":"44","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9554-0565","authenticated-orcid":false,"given":"Risheng","family":"Liu","sequence":"first","affiliation":[{"name":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, Liaoning, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7952-7021","authenticated-orcid":false,"given":"Zi","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, Liaoning, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8991-4188","authenticated-orcid":false,"given":"Xin","family":"Fan","sequence":"additional","affiliation":[{"name":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, Liaoning, China"}]},{"given":"Chenying","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of Radiology, Children&#x2019;s Hospital of Philadelphia, Philadelphia, PA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9103-4382","authenticated-orcid":false,"given":"Hao","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Radiology, Children&#x2019;s Hospital of Philadelphia, Philadelphia, PA, USA"}]},{"given":"Zhongxuan","family":"Luo","sequence":"additional","affiliation":[{"name":"Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, Liaoning, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S1361-8415(98)80001-7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2013.2265603"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2007.07.007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000043755.93987.aa"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2007.06.004"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10404-1_25"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2897538"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.07.006"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00435"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/101"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00450"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511811685"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2011.02.009"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_38"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/11566489_116"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2007.907326"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-010-0405-z"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15745-5_67"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0802-4"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2015.2511062"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.02.043"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2170698"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2067451"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2026413"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2008.07.004"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.07.008"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.179"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014368"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI45749.2020.9098526"},{"key":"ref30","first-page":"2017","article-title":"Spatial transformer networks","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Jaderberg"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.01070"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32226-7_29"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00470"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00931"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00936"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00590"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12276"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00110"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00866"},{"key":"ref40","article-title":"Auto-encoding variational Bayes","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kingma"},{"key":"ref41","first-page":"1165","article-title":"Forward and reverse gradient-based hyperparameter optimization","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Franceschi"},{"key":"ref42","article-title":"Self-tuning networks: Bilevel optimization of hyperparameters using structured best-response functions","volume-title":"Proc. Int. Conf. Learn. Representations","author":"MacKay"},{"key":"ref43","first-page":"6305","article-title":"A generic first-order algorithmic framework for bi-level programming beyond lower-level singleton","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Liu"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2920591"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3043125"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01042"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3132674"},{"key":"ref48","article-title":"DARTS: Differentiable architecture search","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Liu"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2005.06.003"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/mp.2013.78"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.pneurobio.2011.09.005"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.2009.21407"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.05.041"},{"issue":"2","key":"ref54","doi-asserted-by":"crossref","first-page":"774","DOI":"10.1016\/j.neuroimage.2012.01.021","article-title":"Freesurfer","volume":"62","author":"Fischl","year":"2012","journal-title":"NeuroImage"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.10.055"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2951024"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2013851"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.2307\/1932409"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2035616"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2007.06.004"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2010.09.025"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.05.008"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2887342"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6100"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/9910240\/09551747.pdf?arnumber=9551747","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:22:57Z","timestamp":1705015377000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9551747\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,1]]},"references-count":65,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2021.3115825","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":[[2022,11,1]]}}}