{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T16:06:13Z","timestamp":1781798773264,"version":"3.54.5"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,26]],"date-time":"2025-05-26T00:00:00Z","timestamp":1748217600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,26]],"date-time":"2025-05-26T00:00:00Z","timestamp":1748217600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100011038","name":"Office of the Director of National Intelligence","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100011038","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100011039","name":"Intelligence Advanced Research Projects Activity","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100011039","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,26]]},"DOI":"10.1109\/fg61629.2025.11099270","type":"proceedings-article","created":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T17:55:00Z","timestamp":1754502900000},"page":"1-10","source":"Crossref","is-referenced-by-count":2,"title":["Improved Representation Learning for Unconstrained Face Recognition"],"prefix":"10.1109","author":[{"given":"Nithin Gopalakrishnan","family":"Nair","sequence":"first","affiliation":[{"name":"Johns Hopkins University,Baltimore,Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kartik","family":"Narayan","sequence":"additional","affiliation":[{"name":"Johns Hopkins University,Baltimore,Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maitreya","family":"Suin","sequence":"additional","affiliation":[{"name":"Johns Hopkins University,Baltimore,Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ram Prabhakar","family":"Kathirvel","sequence":"additional","affiliation":[{"name":"Johns Hopkins University,Baltimore,Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jennifer","family":"Xu","sequence":"additional","affiliation":[{"name":"Systems Technology Research,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Soraya","family":"Stevens","sequence":"additional","affiliation":[{"name":"Systems Technology Research,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joshua","family":"Gleason","sequence":"additional","affiliation":[{"name":"Systems Technology Research,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nathan","family":"Shnidman","sequence":"additional","affiliation":[{"name":"Systems Technology Research,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rama","family":"Chellappa","sequence":"additional","affiliation":[{"name":"Johns Hopkins University,Baltimore,Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vishal","family":"Patel","sequence":"additional","affiliation":[{"name":"Johns Hopkins University,Baltimore,Maryland,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Understanding intermediate layers using linear classifier probes","author":"Alain","year":"2016","journal-title":"arXiv preprint arXiv:1610.01644"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00571"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2016.7477557"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20893-6_38"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW58289.2023.00066"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref8","article-title":"Retinaface: Single-stage dense face localisation in the wild","author":"Deng","year":"2019","journal-title":"arxiv"},{"key":"ref9","article-title":"An image is worth 16 times 16 words: Transformers for image recognition at scale","volume-title":"arXiv preprint arXiv:2010.11929","author":"Dosovitskiy","year":"2020"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01553"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref12","article-title":"Labeled faces in the wild: A database for studying face recognition in unconstrained environments","volume-title":"Technical Report 07-49","author":"Huang","year":"2007"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB57857.2023.10448797"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2018.8698584"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19827-4_36"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01819"},{"key":"ref17","first-page":"36054","article-title":"Cluster and aggregate: Face recognition with large probe set","volume":"35","author":"Kim","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref18","article-title":"Adam","volume-title":"A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref20","article-title":"An exponential learning rate schedule for deep learning","author":"Li","year":"2019","journal-title":"arXiv preprint arXiv:1910.07454"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref22","volume-title":"Sgdr: Stochastic gradient descent with warm restarts","author":"Loshchilov","year":"2016"},{"key":"ref23","volume-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1023\/b:visi.0000029664.99615.94"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICB2018.2018.00033"},{"key":"ref26","volume-title":"Umap: Uniform manifold approximation and projection for dimension reduction","author":"McInnes","year":"2018"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01400"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TENCON.2019.8929465"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.250"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2016.7477558"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-60566-766-9.ch011"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2001.990517"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00552"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-016-0043-6"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.87"},{"key":"ref36","volume-title":"Instruction tuning for large language models: A survey","author":"Zhang","year":"2023"},{"key":"ref37","article-title":"Less is more for alignment","volume":"36","author":"Zhou","year":"2024","journal-title":"Lima"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr46437.2021.01035"},{"key":"ref39","volume-title":"Fine-tuning language models from human p","author":"Ziegler","year":"2019"}],"event":{"name":"2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG)","location":"Tampa\/Clearwater, FL, USA","start":{"date-parts":[[2025,5,26]]},"end":{"date-parts":[[2025,5,30]]}},"container-title":["2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11099084\/11099070\/11099270.pdf?arnumber=11099270","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T05:00:32Z","timestamp":1754542832000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11099270\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,26]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/fg61629.2025.11099270","relation":{},"subject":[],"published":{"date-parts":[[2025,5,26]]}}}