{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T13:50:43Z","timestamp":1779198643595,"version":"3.51.4"},"reference-count":33,"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\/iccv51701.2025.01136","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"12222-12231","source":"Crossref","is-referenced-by-count":1,"title":["Scaling Action Detection: AdaTAD++ with Transformer-Enhanced Temporal-Spatial Adaptation"],"prefix":"10.1109","author":[{"given":"Tanay","family":"Agrawal","sequence":"first","affiliation":[{"name":"INRIA Sophia Antipolis - Méditerranée,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abid","family":"Ali","sequence":"additional","affiliation":[{"name":"INRIA Sophia Antipolis - Méditerranée,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antitza","family":"Dantcheva","sequence":"additional","affiliation":[{"name":"INRIA Sophia Antipolis - Méditerranée,France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francois","family":"Bremond","sequence":"additional","affiliation":[{"name":"INRIA Sophia Antipolis - Méditerranée,France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00124"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00162"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1212"},{"key":"ref4","article-title":"Longlora: Efficient finetuning of long-context large language models","author":"Chen","year":"2023","journal-title":"arXiv preprint"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19830-4_29"},{"key":"ref6","article-title":"Activitynet challenge 2017 summary","author":"Ghanem","year":"2017","journal-title":"arXiv preprint"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01739"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WACV61041.2025.00210"},{"key":"ref9","first-page":"2790","article-title":"Parameter-efficient transfer learning for nlp","volume-title":"International conference on machine learning","author":"Houlsby","year":"2019"},{"key":"ref10","article-title":"Lora: Low-rank adaptation of large language models","volume-title":"Proceedings of the International Conference on Learning Representations (ICLR)","author":"Hu","year":"2021"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3377192"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6815"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr46437.2021.00333"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/iccv.2019.00399"},{"key":"ref15","article-title":"DAB-DETR: Dynamic anchor boxes are better queries for DETR","volume-title":"International Conference on Learning Representations","author":"Liu","year":"2022"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01759"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3195321"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2504"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01736"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01238"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01808"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3413599"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01398"},{"issue":"4","key":"ref24","first-page":"1056","article-title":"Spatial pooling attention for efficient feature selection in vision tasks","volume":"43","author":"Wang","year":"2021","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref25","article-title":"Internvideo: General video foundation models via generative and discriminative learning","author":"Wang","year":"2022","journal-title":"arXiv preprint"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58595-2_3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01017"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2023.103692"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01757"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19772-7_29"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/iccv48922.2021.01340"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01025"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58598-3_32"}],"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\/11444503.pdf?arnumber=11444503","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:19:40Z","timestamp":1777612780000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11444503\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.01136","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}