{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T21:07:34Z","timestamp":1783976854190,"version":"3.55.0"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"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":["62502075"],"award-info":[{"award-number":["62502075"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"General Program of the Sichuan Provincial Natural Science Foundation","award":["2026NSFSC0431"],"award-info":[{"award-number":["2026NSFSC0431"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Dependable and Secure Comput."],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1109\/tdsc.2026.3692888","type":"journal-article","created":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T19:53:12Z","timestamp":1778701992000},"page":"9400-9411","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing Stereo Matching Domain Generalization With Adversarial Domain Alignment"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-1337-2305","authenticated-orcid":false,"given":"Shiqian","family":"Zhao","sequence":"first","affiliation":[{"name":"School of Computing, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4978-2969","authenticated-orcid":false,"given":"Meiqing","family":"Wu","sequence":"additional","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5099-7054","authenticated-orcid":false,"given":"Kangjie","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Cybersecurity, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi","family":"Xie","sequence":"additional","affiliation":[{"name":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2207-1622","authenticated-orcid":false,"given":"Tianlin","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Beihang University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8346-2635","authenticated-orcid":false,"given":"Siew-Kei","family":"Lam","sequence":"additional","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9764-9345","authenticated-orcid":false,"given":"Guowen","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Computing, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3592-4153","authenticated-orcid":false,"given":"Anran","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2014.6957796"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00099"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICSPC.2007.4728616"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1152399.1152432"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/34.982903"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.438"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00257"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00567"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00027"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00339"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01369"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref13","article-title":"An empirical investigation of catastrophic forgetting in gradient-based neural networks","author":"Goodfellow","year":"2013"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_25"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01268"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.52202\/068431-2120"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1201\/9781351251389-8"},{"key":"ref18","first-page":"1","article-title":"Physical adversarial examples for object detectors","volume-title":"Proc. 12th USENIX Workshop Offensive Technol.","author":"Song","year":"2018"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646121"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/bfb0028345"},{"issue":"1","key":"ref21","first-page":"2287","article-title":"Stereo matching by training a convolutional neural network to compare image patches","volume":"17","author":"Zbontar","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298767"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.17"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01578"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02099"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00566"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01257"},{"key":"ref28","first-page":"11987","article-title":"Improved OOD generalization via adversarial training and pretraing","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yi","year":"2021"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1872"},{"key":"ref30","first-page":"1180","article-title":"Unsupervised domain adaptation by backpropagation","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ganin","year":"2015"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.316"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00576"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01266"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00922"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00526"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.52202\/079017-4197"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72946-1_9"},{"key":"ref38","article-title":"Explaining and harnessing adversarial examples","volume":"20","author":"Goodfellow","year":"2015","journal-title":"STAT 1050"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.06083"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.49"},{"key":"ref41","first-page":"5339","article-title":"Generalizing to unseen domains via adversarial data augmentation","volume-title":"Proc. Adv. Neural. Inf. Process. Syst.","volume":"31","author":"Volpi","year":"2018"},{"key":"ref42","first-page":"5389","article-title":"Do ImageNet classifiers generalize to ImageNet","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Recht","year":"2019"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00335"},{"key":"ref44","article-title":"Estimating the brittleness of AI: Safety integrity levels and the need for testing out-of-distribution performance","author":"Lohn","year":"2020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72691-0_11"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01047"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2572"},{"key":"ref48","article-title":"Adversarial machine learning at scale","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kurakin","year":"2017"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00957"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-016-0043-6"},{"key":"ref51","first-page":"2208","article-title":"Deep transfer learning with joint adaptation networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Long","year":"2017"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2021.104415"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9096-9"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.09.013"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3298645"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248074"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11752-2_3"},{"key":"ref58","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/3DV57658.2022.00077"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/2024156.2024208"},{"key":"ref61","volume-title":"Digital Image Processing","author":"Castleman","year":"1996"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref63","article-title":"Adversarial training can hurt generalization","volume-title":"Proc. Int. Conf. Mach. Learn. Workshop Identifying Understanding Deep Learn. Phenomena","author":"Raghunathan","year":"2019"}],"container-title":["IEEE Transactions on Dependable and Secure Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8858\/11603880\/11517233.pdf?arnumber=11517233","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,13]],"date-time":"2026-07-13T20:08:27Z","timestamp":1783973307000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11517233\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":63,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tdsc.2026.3692888","relation":{},"ISSN":["1545-5971","1941-0018","2160-9209"],"issn-type":[{"value":"1545-5971","type":"print"},{"value":"1941-0018","type":"electronic"},{"value":"2160-9209","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7]]}}}