{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T07:11:40Z","timestamp":1778051500305,"version":"3.51.4"},"reference-count":68,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T00:00:00Z","timestamp":1772755200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T00:00:00Z","timestamp":1772755200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100018693","name":"Horizon Europe","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100018693","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,3,6]]},"DOI":"10.1109\/wacv61042.2026.00661","type":"proceedings-article","created":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T19:59:32Z","timestamp":1778011172000},"page":"6840-6850","source":"Crossref","is-referenced-by-count":0,"title":["PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit"],"prefix":"10.1109","author":[{"given":"Muhammad Saif","family":"Ullah Khan","sequence":"first","affiliation":[{"name":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,DE,67663"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Didier","family":"Stricker","sequence":"additional","affiliation":[{"name":"German Research Center for Artificial Intelligence (DFKI),Kaiserslautern,DE,67663"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.471"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00542"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICTC55196.2022.9952586"},{"key":"ref4","first-page":"15920","article-title":"Dark experience for general continual learning: a strong, simple baseline","volume":"33","author":"Buzzega","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2929257"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00925"},{"key":"ref7","article-title":"Efficient lifelong learning with a-GEM","volume-title":"International Conference on Learning Representations","author":"Chaudhry"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1201\/9781003328957-1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02052"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3640457.3688026"},{"key":"ref11","article-title":"Continuum: Simple management of complex continual learning scenarios","author":"Douillard","year":"2021"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00061"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2022.3222784"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-11060-2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00729"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00321"},{"key":"ref17","article-title":"In search of lost domain generalization","volume-title":"International Conference on Learning Representations","author":"Gulrajani"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02084"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-6498-7_16"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00550"},{"key":"ref21","article-title":"Rtmpose: Real-time multi-person pose estimation based on mmpose","author":"Jiang","year":"2023"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58545-7_12"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/3DV53792.2021.00015"},{"key":"ref24","article-title":"Less-forgetting learning in deep neural networks","author":"Jung","year":"2016"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW67362.2025.00614"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref27","first-page":"5637","article-title":"Wilds: A benchmark of in-the-wild distribution shifts","volume-title":"International conference on machine learning","author":"Koh"},{"key":"ref28","first-page":"30","article-title":"Overcoming catastrophic forgetting by incremental moment matching","author":"Lee","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20068-7_6"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6832"},{"key":"ref33","first-page":"17","article-title":"Core50: a new dataset and benchmark for continuous object recognition","volume-title":"Conference on robot learning","author":"Lomonaco"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00399"},{"key":"ref35","first-page":"30","article-title":"Gradient episodic memory for continual learning","author":"Lopez-Paz","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref36","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00297"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00810"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01225-0_5"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.23919\/FRUCT54823.2022.9770903"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/s0079-7421(08)60536-8"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00400"},{"key":"ref43","year":"2020","journal-title":"OpenMMLab Pose Estimation Toolbox and Benchmark"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58565-5_33"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.01.012"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00149"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02526"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3019967"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.587"},{"key":"ref50","article-title":"Progressive neural networks","author":"Rusu"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00297"},{"key":"ref52","first-page":"4548","article-title":"Overcoming catastrophic forgetting with hard attention to the task","volume-title":"International conference on machine learning","author":"Serra"},{"key":"ref53","first-page":"30","article-title":"Continual learning with deep generative replay","author":"Shin","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.368"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1002\/cav.70046"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-022-00568-3"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01078"},{"key":"ref58","article-title":"Tent: Fully test-time adaptation by entropy minimization","volume-title":"International Conference on Learning Representations","author":"Wang"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01281"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01901"},{"key":"ref61","volume-title":"Detectron2","author":"Wu","year":"2019"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.52202\/068431-2795"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW67362.2025.00592"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51701.2025.00840"},{"key":"ref65","first-page":"3987","article-title":"Continual learning through synaptic intelligence","volume-title":"International conference on machine learning","author":"Zenke"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00712"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00494"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72086-4_27"}],"event":{"name":"2026 IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV)","location":"Tucson, AZ, USA","start":{"date-parts":[[2026,3,6]]},"end":{"date-parts":[[2026,3,10]]}},"container-title":["2026 IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11491838\/11491925\/11492516.pdf?arnumber=11492516","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T06:14:17Z","timestamp":1778048057000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11492516\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,6]]},"references-count":68,"URL":"https:\/\/doi.org\/10.1109\/wacv61042.2026.00661","relation":{},"subject":[],"published":{"date-parts":[[2026,3,6]]}}}