{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T08:05:19Z","timestamp":1773734719828,"version":"3.50.1"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T00:00:00Z","timestamp":1763424000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T00:00:00Z","timestamp":1763424000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","award":["EXC 2120\/1-390831618"],"award-info":[{"award-number":["EXC 2120\/1-390831618"]}],"id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,11,18]]},"DOI":"10.1109\/itsc60802.2025.11423550","type":"proceedings-article","created":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T20:10:23Z","timestamp":1773691823000},"page":"2927-2934","source":"Crossref","is-referenced-by-count":0,"title":["T-Mask: Temporal Masking for Probing Foundation Models Across Camera Views in Driver Monitoring"],"prefix":"10.1109","author":[{"given":"Thinesh Thiyakesan","family":"Ponbagavathi","sequence":"first","affiliation":[{"name":"Institute of Artificial Intelligence, University of Stuttgart,Stuttgart,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kunyu","family":"Peng","sequence":"additional","affiliation":[{"name":"Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology,Karlsruhe,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alina","family":"Roitberg","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence, University of Stuttgart,Stuttgart,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00289"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/IROS47612.2022.9981445"},{"key":"ref3","volume-title":"Multifuser: Multimodal fusion transformer for enhanced driver action recognition","author":"Wang","year":"2024"},{"key":"ref4","volume-title":"Cm2-net: Continual cross-modal mapping network for driver action recognition","author":"Wang","year":"2024"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC45102.2020.9294731"},{"key":"ref6","article-title":"On the opportunities and risks of foundation models","author":"Bommasani","year":"2021","journal-title":"arXiv preprint"},{"key":"ref7","author":"Radford","year":"2021","journal-title":"Learning transferable visual models from natural language supervision"},{"key":"ref8","author":"Oquab","year":"2024","journal-title":"Dinov2: Learning robust visual features without supervision"},{"key":"ref9","article-title":"Order matters: On parameterefficient image-to-video probing for recognizing nearly symmetric actions","author":"Ponbagavathi","year":"2025","journal-title":"arXiv preprint"},{"key":"ref10","author":"Bardes","year":"2024","journal-title":"Revisiting feature prediction for learning visual representations from video"},{"key":"ref11","author":"Yang","year":"2023","journal-title":"Aim: Adapting image models for efficient video action recognition"},{"key":"ref12","author":"Pan","year":"2022","journal-title":"St-adapter: Parameterefficient image-to-video transfer learning"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02206"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i6.28361"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52688.2022.00320"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00718"},{"key":"ref17","article-title":"Learning with 3d rotations, a hitchhiker\u2019s guide to so (3)","author":"Geist","year":"2024","journal-title":"arXiv preprint"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00928-1_85"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2019.2916873"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2022.3169976"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IROS45743.2020.9340921"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3123127"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10448437"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00333"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00298"},{"key":"ref26","volume-title":"Channelwise topology refinement graph convolution for skeleton-based action recognition","author":"Chen","year":"2021"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2023.103655"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3304317"},{"key":"ref29","author":"Yuan","year":"2024","journal-title":"Videoglue: Video general understanding evaluation of foundation models"},{"key":"ref30","author":"Wang","year":"2021","journal-title":"Actionclip: A new paradigm for video action recognition"},{"key":"ref31","author":"Lee","year":"2019","journal-title":"Set transformer: A framework for attention-based permutation-invariant neural networks"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00676"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN54540.2023.10191686"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00132"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.336"},{"key":"ref36","volume-title":"Coca: Contrastive captioners are image-text foundation models","author":"Yu","year":"2022"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.502"}],"event":{"name":"2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)","location":"Gold Coast, Australia","start":{"date-parts":[[2025,11,18]]},"end":{"date-parts":[[2025,11,21]]}},"container-title":["2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11422813\/11423000\/11423550.pdf?arnumber=11423550","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T05:49:15Z","timestamp":1773726555000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11423550\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,18]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/itsc60802.2025.11423550","relation":{},"subject":[],"published":{"date-parts":[[2025,11,18]]}}}