{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T17:24:10Z","timestamp":1772645050622,"version":"3.50.1"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T00:00:00Z","timestamp":1757289600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T00:00:00Z","timestamp":1757289600000},"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":[[2025,9,8]]},"DOI":"10.1109\/ijcb65343.2025.11411079","type":"proceedings-article","created":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T20:50:39Z","timestamp":1772571039000},"page":"1-10","source":"Crossref","is-referenced-by-count":1,"title":["Investigation of accuracy and bias in face recognition trained with synthetic data"],"prefix":"10.1109","author":[{"given":"Pavel","family":"Korshunov","sequence":"first","affiliation":[{"name":"Idiap Research Institute,Martigny,Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ketan","family":"Kotwal","sequence":"additional","affiliation":[{"name":"Idiap Research Institute,Martigny,Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christophe","family":"Ecabert","sequence":"additional","affiliation":[{"name":"Idiap Research Institute,Martigny,Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vidit Amir","family":"Mohammadi","sequence":"additional","affiliation":[{"name":"Idiap Research Institute,Martigny,Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S\u00e9bastien","family":"Marcel","sequence":"additional","affiliation":[{"name":"Idiap Research Institute,Martigny,Switzerland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"GANDiffFace: Controllable generation of synthetic datasets for face recognition with gans and diffusion models","volume-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision Workshops","author":"Melzi"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01035"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW65960.2025.00161"},{"key":"ref4","article-title":"HyperFace: Generating synthetic face-recognition datasets by exploring the faceembedding hypersphere","volume-title":"Accepted in International Conference on Learning Representations (ICLR)","author":"Shahreza"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01223"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01800"},{"key":"ref7","article-title":"Synthetic face datasets generation via latent space exploration from brownian identity diffusion","volume-title":"Accepted in International Conference on Machine Learning (ICML)","author":"Geissb\u00fchler"},{"key":"ref8","article-title":"Variface: Fair and diverse synthetic dataset generation for face recognition","author":"Yeung","year":"2025"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-91907-7_17"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB57857.2023.10449189"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00610"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73636-0_14"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/tbiom.2025.3601217"},{"key":"ref14","article-title":"1.58-bit flux","author":"Yang","year":"2024"},{"key":"ref15","article-title":"Stable diffusion 3: Scaling rectified flow transformers for high-resolution image synthesis","author":"AI","year":"2024"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72913-3_14"},{"key":"ref17","article-title":"IP-Adapter: Text-compatible image prompt adapter for diffusion models","author":"Zhang","year":"2023"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00525"},{"key":"ref19","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","author":"Radford","year":"2021","journal-title":"PmLR"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1833"},{"key":"ref21","article-title":"Coyo-700m: Image-text pair dataset","author":"Byeon","year":"2022"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2024.3352164"},{"key":"ref23","article-title":"Labeled faces in the wild: A database for studying face recognition in unconstrained environments","volume-title":"Workshop on Faces in \u2019Real-Life\u2019 Images: Detection, Alignment, and Recognition","author":"Huang"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.250"},{"key":"ref25","first-page":"90","article-title":"IARPA Janus Benchmark \u2014 B (IJB-B): Face recognition benchmarking","volume-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision Workshops","author":"Whitelam"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/icb2018.2018.00033"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00078"},{"key":"ref28","article-title":"Learning face representation from scratch","author":"Yi","year":"2014"},{"key":"ref29","first-page":"8107","article-title":"Analyzing and improving the image quality of style-GAN","volume-title":"Proc. CVPR","author":"Karras"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB62174.2024.10744457"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB57857.2023.10449034"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00323"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW60836.2024.00100"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2024.102322"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01819"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref37","article-title":"Cross-age lfw: A database for studying cross-age face recognition in unconstrained environments","author":"Zheng","year":"2017"},{"key":"ref38","article-title":"Cross-pose lfw: A database for studying cross-pose face recognition in unconstrained environments","volume-title":"Tech. Rep. 18-01","author":"Zheng","year":"2018"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2016.7477558"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2603342"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW60836.2024.00125"}],"event":{"name":"2025 IEEE International Joint Conference on Biometrics (IJCB)","location":"Osaka, Japan","start":{"date-parts":[[2025,9,8]]},"end":{"date-parts":[[2025,9,11]]}},"container-title":["2025 IEEE International Joint Conference on Biometrics (IJCB)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11410556\/11410616\/11411079.pdf?arnumber=11411079","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T06:51:43Z","timestamp":1772607103000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11411079\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,8]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/ijcb65343.2025.11411079","relation":{},"subject":[],"published":{"date-parts":[[2025,9,8]]}}}