{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T03:29:28Z","timestamp":1777865368395,"version":"3.51.4"},"reference-count":52,"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\/iccv51701.2025.00085","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"827-836","source":"Crossref","is-referenced-by-count":0,"title":["Semi-Supervised Deep Transfer for Regression Without Domain Alignment"],"prefix":"10.1109","author":[{"given":"Mainak","family":"Biswas","sequence":"first","affiliation":[{"name":"Brain, Computation and Data Sciences"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ambedkar","family":"Dukkipati","sequence":"additional","affiliation":[{"name":"Computer Science and Automation Indian Institute of Science,Bangalore,560012"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Devarajan","family":"Sridharan","sequence":"additional","affiliation":[{"name":"Brain, Computation and Data Sciences"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN54540.2023.10191761"},{"key":"ref2","volume-title":"Aptos 2019 blindness detection dataset","year":"2019"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3071225"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2021.01.016"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2867350"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.11.008"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.0548-14.2014"},{"key":"ref9","first-page":"1385","volume":"23","author":"Cole","year":"2018","journal-title":"Brain age predicts mortality. Molecular Psychiatry"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1167\/10.4.16"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1177\/193229680900300315"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/0042-6989(95)00294-4"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.08.005"},{"key":"ref15","volume-title":"Proceedings of the Tenth International Conference on Learning Representations, 2022. Tenth International Conference on Learning Representations 2022, ICLR 2022","author":"Eastwood"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2017.14585"},{"key":"ref17","article-title":"Central moment discrepancy (cmd) for domain-invariant representation learning","volume-title":"ICLR","author":"Saminger-Platz","year":"2017"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.106230"},{"key":"ref19","first-page":"1","article-title":"Domain-adversarial training of neural networks","volume":"17","author":"Ganin","year":"2016","journal-title":"Journal of Machine Learning Research"},{"key":"ref20","author":"Gifford","year":"2025","journal-title":"The algonauts project 2025 challenge: How the human brain makes sense of multimodal movies"},{"key":"ref21","article-title":"Semi-supervised learning by entropy minimization","volume-title":"Advances in Neural Information Processing Systems","author":"Grandvalet","year":"2004"},{"key":"ref22","article-title":"A fast, consistent kernel twosample test","volume-title":"Advances in Neural Information Processing Systems","author":"Gretton","year":"2009"},{"key":"ref23","article-title":"Source-free unsupervised domain adaptation with surrogate data generation","volume-title":"British Machine Vision Conference","author":"Hao","year":"2021"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_38"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE60146.2024.00121"},{"key":"ref27","author":"Huang","year":"2024","journal-title":"Learning from different samples: A source-free framework for semi-supervised domain adaptation"},{"key":"ref28","author":"Huang","year":"2024","journal-title":"Learning from different samples: A source-free framework for semi-supervised domain adaptation"},{"key":"ref29","article-title":"Eegeyenet: a simultaneous electroencephalography and eye-tracking dataset and benchmark for eye movement prediction","volume-title":"Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks","author":"Kastrati","year":"2021"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00066"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/aace8c"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3370978"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3103390"},{"key":"ref34","first-page":"97","article-title":"Learning transferable features with deep adaptation networks","volume-title":"Proceedings of the 32nd International Conference on Machine Learning","author":"Long","year":"2015"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI56570.2024.10635111"},{"key":"ref36","volume-title":"Semi-supervised hypothesis transfer for source-free domain adaptation","author":"Ma","year":"2021"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.110208"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3233\/JAD-2012-120412"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/nn.4393"},{"key":"ref40","author":"Park","year":"2020","journal-title":"Calibrated prediction with covariate shift via unsupervised domain adaptation"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101871"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19830-4_10"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111150"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00131"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.eclinm.2022.101395"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.116137"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727350"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2020.3013269"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/BF02294395"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3400066"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1002\/int.22434"},{"key":"ref52","author":"Yang","year":"2022","journal-title":"Attracting and dispersing: A simple approach for source-free domain adaptation"}],"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\/11443465.pdf?arnumber=11443465","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T06:21:17Z","timestamp":1777530077000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11443465\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.00085","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}