{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T07:11:32Z","timestamp":1778051492296,"version":"3.51.4"},"reference-count":41,"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\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","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\/wacv61042.2026.00804","type":"proceedings-article","created":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T19:59:32Z","timestamp":1778011172000},"page":"8333-8342","source":"Crossref","is-referenced-by-count":0,"title":["Pretraining Helps When Capacity Allows: Evidence from Ultra-Small ConvNets"],"prefix":"10.1109","author":[{"given":"Srikanth","family":"Muralidharan","sequence":"first","affiliation":[{"name":"ETS Montreal,LIVIA,Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Heitor R.","family":"Medeiros","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA,Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masih","family":"Aminbeidokhti","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA,Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric","family":"Granger","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA,Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Pedersoli","sequence":"additional","affiliation":[{"name":"ETS Montreal,LIVIA,Dept. of Systems Engineering,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00046"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref4","article-title":"Swad: Domain generalization by seeking flat minima","author":"Cha","year":"2021","journal-title":"Advances in Neural Information Processing Systems (NeurIPS)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2675998"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00294"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00165"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00502"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01553"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00140"},{"key":"ref14","author":"Howard","year":"2017","journal-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1561\/9781680836899"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-6168-2_11"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00277"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"},{"key":"ref19","volume-title":"ffcv","author":"Leclerc","year":"2022"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1405.0312"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.005"},{"key":"ref22","author":"Loshchilov","year":"2016","journal-title":"Sgdr: Stochastic gradient descent with warm restarts"},{"key":"ref23","author":"Loshchilov","year":"2017","journal-title":"Decoupled weight decay regularization"},{"key":"ref24","article-title":"Mobilevit: Lightweight, general-purpose, and mobile-friendly vision transformer","volume-title":"International Conference on Learning Representations","author":"Mehta"},{"key":"ref25","author":"Michaelis","year":"2019","journal-title":"Benchmarking robustness in object detection: Autonomous driving when winter is coming"},{"key":"ref26","first-page":"32","article-title":"Can you trust your model\u2019s uncertainty? evaluating predictive uncertainty under dataset shift","author":"Ovadia","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00149"},{"key":"ref28","volume-title":"Nanodet-plus: Super fast and high accuracy lightweight anchor-free object detection model","year":"2021"},{"key":"ref29","author":"Redmon","year":"2018","journal-title":"Yolov3: An incremental improvement"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1201\/9781315157009-18"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00712"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref33","first-page":"6105","article-title":"Efficientnet: Rethinking model scaling for convolutional neural networks","volume-title":"International conference on machine learning","author":"Tan"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00293"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19803-8_5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-024-02117-4"},{"key":"ref37","first-page":"27","article-title":"How transferable are features in deep neural networks?","author":"Yosinski","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00612"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9191080"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00716"},{"key":"ref41","first-page":"3833","article-title":"Rethinking pretraining and self-training","volume":"33","author":"Zoph","year":"2020","journal-title":"Advances in neural information processing systems"}],"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\/11492048.pdf?arnumber=11492048","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T06:13:36Z","timestamp":1778048016000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11492048\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,6]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/wacv61042.2026.00804","relation":{},"subject":[],"published":{"date-parts":[[2026,3,6]]}}}