{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T03:30:05Z","timestamp":1777865405472,"version":"3.51.4"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccv51701.2025.01242","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"13372-13381","source":"Crossref","is-referenced-by-count":0,"title":["Group-Wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing"],"prefix":"10.1109","author":[{"given":"Seungjin","family":"Jung","sequence":"first","affiliation":[{"name":"Chung-Ang University,Department of Artificial Intelligence,Seoul,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kanghee","family":"Lee","sequence":"additional","affiliation":[{"name":"Chung-Ang University,Department of Advanced Imaging,Seoul,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yonghyun","family":"Jeong","sequence":"additional","affiliation":[{"name":"Naver Cloud,Seongnam,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haeun","family":"Noh","sequence":"additional","affiliation":[{"name":"Chung-Ang University,Department of Artificial Intelligence,Seoul,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jungmin","family":"Lee","sequence":"additional","affiliation":[{"name":"Chung-Ang University,Department of Advanced Imaging,Seoul,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jongwon","family":"Choi","sequence":"additional","affiliation":[{"name":"Chung-Ang University,Department of Artificial Intelligence,Seoul,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"3438","article-title":"Invariance principle meets information bottleneck for out-of-distribution generalization","volume-title":"Advances in Neural Information Processing Systems","volume":"34","author":"Ahuja","year":"2021"},{"key":"ref2","author":"Arjovsky","year":"2019","journal-title":"Invariant risk minimization"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2017.77"},{"key":"ref4","first-page":"544","article-title":"Linear algebra: Theory and applications","volume":"110","author":"Cheney","year":"2009","journal-title":"The Australian Mathematical Society"},{"key":"ref5","author":"Chingovska","year":"2012","journal-title":"On the effectiveness of local binary patterns in face antispoofing"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1261"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00258"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00851"},{"key":"ref9","author":"Jin","year":"2020","journal-title":"Feature alignment and restoration for domain generalization and adaptation"},{"key":"ref10","first-page":"15421","article-title":"Scaling of class-wise training losses for post-hoc calibration","volume-title":"Proceedings of the 40th International Conference on Machine Learning","author":"Jung","year":"2023"},{"key":"ref11","first-page":"4069","article-title":"Does invariant risk minimization capture invariance?","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Kamath","year":"2021"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00566"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52729.2023.01930"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.00029"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475279"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/120"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72897-6_10"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00048"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9602"},{"key":"ref20","article-title":"The risks of invariant risk minimization","volume-title":"International Conference on Learning Representations","author":"Rosenfeld","year":"2021"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01026"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01803"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52729.2023.02353"},{"key":"ref24","article-title":"Principles of risk minimization for learning theory","volume-title":"Advances in Neural Information Processing Systems","author":"Vapnik","year":"1991"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01964"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr42600.2020.00671"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i4.16379"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5244\/c.35.89"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72667-5_9"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00409"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2400395"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00401"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/cvprw50498.2020.00333"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr42600.2020.00534"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25443"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2603342"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2012.6199754"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20065-6_20"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01959"}],"event":{"name":"2025 IEEE\/CVF International Conference on Computer Vision (ICCV)","location":"Honolulu, HI, USA","start":{"date-parts":[[2025,10,19]]},"end":{"date-parts":[[2025,10,25]]}},"container-title":["2025 IEEE\/CVF International Conference on Computer Vision (ICCV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11443115\/11443287\/11445292.pdf?arnumber=11445292","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T06:27:52Z","timestamp":1777530472000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11445292\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.01242","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}