{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T15:08:14Z","timestamp":1778080094925,"version":"3.51.4"},"reference-count":50,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T00:00:00Z","timestamp":1716768000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T00:00:00Z","timestamp":1716768000000},"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":[[2024,5,27]]},"DOI":"10.1109\/fg59268.2024.10582047","type":"proceedings-article","created":{"date-parts":[[2024,7,11]],"date-time":"2024-07-11T17:40:08Z","timestamp":1720719608000},"page":"1-10","source":"Crossref","is-referenced-by-count":6,"title":["Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport"],"prefix":"10.1109","author":[{"given":"Muhammad Haseeb","family":"Aslam","sequence":"first","affiliation":[{"name":"ETS Montreal,LIVIA, Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad Osama","family":"Zeeshan","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA, Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soufiane","family":"Belharbi","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA, Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Pedersoli","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA, Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessandro Lameiras","family":"Koerich","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA, Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon","family":"Bacon","sequence":"additional","affiliation":[{"name":"Concordia University,Dept. of Health, Kinesiology &#x0026; Applied Physiology,Montreal,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric","family":"Granger","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA, Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683477"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/d17-1115"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00278"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/app12147251"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3248654"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IPTA.2017.8310115"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2023.3265072"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2009.06.042"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00336"},{"key":"ref10","first-page":"689","article-title":"Multimodal deep learning","volume-title":"Proceedings of the 28th International Conference on International Conference on Machine Learning, ICML11","author":"Ngiam"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2017.2764438"},{"key":"ref12","first-page":"14200","article-title":"Attention bottlenecks for multimodal fusion","volume":"34","author":"Nagrani","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2017.2777907"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-35846-6"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2016.2537327"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/EHB50910.2020.9280190"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ISIVC54825.2022.9800746"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ITAIC.2019.8785844"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2023.1294577"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1587\/transinf.2021EDP7065"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-20248-8_19"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.784"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.498"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2765836"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.108741"},{"key":"ref26","article-title":"Oriol Vinyals, and Jeffrey Dean. Distilling the knowledge in a neural network","volume":"abs\/1503.02531","author":"Hinton","year":"2015","journal-title":"ArXiv"},{"key":"ref27","article-title":"Fitnets: Hints for thin deep nets","volume":"abs\/1412.6550","author":"Romero","year":"2014","journal-title":"CoRR"},{"key":"ref28","article-title":"Paraphrasing complex network: Network compression via factor transfer","volume":"abs\/1802.04977","author":"Kim","year":"2018","journal-title":"ArXiv"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00201"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00409"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71050-9"},{"key":"ref32","first-page":"2681","article-title":"Interpolating between optimal transport and mmd using sinkhorn divergences","volume-title":"Proceedings of the Twenty-Second International Conference on Artificial Intelligence and Statistics","volume":"89","author":"Feydy"},{"issue":"null","key":"ref33","first-page":"723","article-title":"A kernel two-sample test","volume":"13","author":"Gretton","year":"2012","journal-title":"J. Mach. Learn. Res."},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00370"},{"key":"ref35","article-title":"Sinkhorn distances: Lightspeed computation of optimal transport","volume-title":"Neural Information Processing Systems","author":"Cuturi","year":"2013"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00344"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00317"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01154"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3612277"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-019-01158-4"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2022.3233083"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00259"},{"key":"ref43","article-title":"Facial affect recognition in the wild using multi-task learning convolutional network","volume":"abs\/2002.00606","author":"Zhang","year":"2020","journal-title":"ArXiv"},{"key":"ref44","article-title":"Feature pyramid network for multi-task affective analysis","volume":"abs\/2107.03670","author":"He","year":"2021","journal-title":"ArXiv"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00281"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00395"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2016.2537327"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3477314.3507094"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC40787.2023.10340872"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/EHB50910.2020.9280190"}],"event":{"name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","location":"Istanbul, Turkiye","start":{"date-parts":[[2024,5,27]]},"end":{"date-parts":[[2024,5,31]]}},"container-title":["2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10581880\/10581860\/10582047.pdf?arnumber=10582047","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T05:05:22Z","timestamp":1721279122000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10582047\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,27]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/fg59268.2024.10582047","relation":{},"subject":[],"published":{"date-parts":[[2024,5,27]]}}}