{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T15:40:29Z","timestamp":1778082029494,"version":"3.51.4"},"reference-count":53,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T00:00:00Z","timestamp":1702598400000},"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":[[2023,12,15]]},"DOI":"10.1109\/bigdata59044.2023.10386242","type":"proceedings-article","created":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T18:28:47Z","timestamp":1705948127000},"page":"1269-1278","source":"Crossref","is-referenced-by-count":6,"title":["FOCAL: A Cost-Aware Video Dataset for Active Learning"],"prefix":"10.1109","author":[{"given":"Kiran","family":"Kokilepersaud","sequence":"first","affiliation":[{"name":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP, School of Electrical and Computer Engineering,Atlanta,GA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yash-Yee","family":"Logan","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP, School of Electrical and Computer Engineering,Atlanta,GA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ryan","family":"Benkert","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP, School of Electrical and Computer Engineering,Atlanta,GA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chen","family":"Zhou","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP, School of Electrical and Computer Engineering,Atlanta,GA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohit","family":"Prabhushankar","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP, School of Electrical and Computer Engineering,Atlanta,GA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ghassan","family":"AlRegib","sequence":"additional","affiliation":[{"name":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP, School of Electrical and Computer Engineering,Atlanta,GA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enrique","family":"Corona","sequence":"additional","affiliation":[{"name":"Ford Motor Company,Dearborn,Michigan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kunjan","family":"Singh","sequence":"additional","affiliation":[{"name":"Ford Motor Company,Dearborn,Michigan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mostafa","family":"Parchami","sequence":"additional","affiliation":[{"name":"Ford Motor Company,Dearborn,Michigan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3277789"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1190\/INT-2018-0249.1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/OJSP.2023.3272281"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-64148-1_13"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3053249"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3449163"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/iccv.2009.5459289"},{"key":"ref8","volume-title":"Active learning literature survey","author":"Settles","year":"2009"},{"key":"ref9","article-title":"Active learning with real annotation costs","volume-title":"Proceedings of the NIPS workshop on cost-sensitive learning","volume":"1","author":"Settles"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889457"},{"key":"ref11","article-title":"Deep batch active learning by diverse, uncertain gradient lower bounds","author":"Ash","year":"2019","journal-title":"arXiv preprint arXiv:1906.03671"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2023.3246959"},{"key":"ref13","article-title":"Building a large annotated corpus of english: The penn treebank","volume":"273","author":"Marcinkiewicz","year":"1994","journal-title":"Using Large Corpora"},{"key":"ref14","volume-title":"Hotel reviews dataset","year":"2017"},{"key":"ref15","first-page":"142","article-title":"Learning word vectors for sentiment analysis","volume-title":"Proceedings of the 49th annual meeting of the association for computational linguistics: Human language technologies","author":"Maas"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3115\/1218955.1218990"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3115\/1219840.1219855"},{"key":"ref18","volume-title":"Wikipedia movie plots dataset","year":"2019"},{"key":"ref19","volume-title":"Ldc urdu-english language pack","year":"2006"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143933"},{"key":"ref21","volume-title":"How hard are computer vision datasets? calibrating dataset difficulty to viewing time","author":"Mayo","year":"2022"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2011.5995586"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3115\/1117794.1117800"},{"key":"ref24","first-page":"89","article-title":"Ensemble-based active learning for parse selection","volume-title":"Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics: HLT-NAACL 2004","author":"Osborne"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3115\/1690219.1690291"},{"key":"ref26","first-page":"877","article-title":"Selective supervision: Guiding supervised learning with decision-theoretic active learning","volume-title":"IJCAI","volume":"7","author":"Kapoor"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3115\/1075218.1075234"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3115\/1699510.1699549"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.2146\/ajhp070369"},{"key":"ref30","article-title":"Active learning with partial feedback","volume-title":"International Conference on Learning Representations (ICLR)","author":"Hu"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247922"},{"key":"ref32","article-title":"Active learning from relative queries","volume-title":"Twenty-Third International Joint Conference on Artificial Intelligence","author":"Qian"},{"key":"ref33","article-title":"Video annotation and tracking with active learning","volume":"24","author":"Vondrick","year":"2011","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/11871842_40"},{"key":"ref35","article-title":"Active learning for convolutional neural networks: A core-set approach","author":"Sener","year":"2017","journal-title":"arXiv preprint arXiv:1708.00489"},{"key":"ref36","article-title":"Deep active learning over the long tail","volume":"abs\/1711.00941","author":"Geifman","year":"2017","journal-title":"CoRR"},{"key":"ref37","article-title":"Introspective learning: A two-stage approach for inference in neural networks","author":"Prabhushankar","year":"2022","journal-title":"arXiv preprint arXiv:2209.08425"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IV47402.2020.9304793"},{"key":"ref39","article-title":"Batchbald: Efficient and diverse batch acquisition for deep bayesian active learning","volume":"abs\/1906.08158","author":"Kirsch","year":"2019","journal-title":"CoRR"},{"key":"ref40","article-title":"Bayesian active learning for classification and preference learning","author":"Houlsby","year":"2011","journal-title":"arXiv preprint arXiv:1112.5745"},{"key":"ref41","article-title":"Decal: Deployable clinical active learning","author":"Logan","year":"2022","journal-title":"arXiv preprint arXiv:2206.10120"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP46576.2022.9897248"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP42928.2021.9506657"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP46576.2022.9897514"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00120"},{"key":"ref46","first-page":"14358","article-title":"Are all frames equal? active sparse labeling for video action detection","volume":"35","author":"Rana","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00931"},{"key":"ref48","volume-title":"YOLOv5 by Ultralytics","author":"Jocher","year":"2020"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-28831-7_15"},{"issue":"5","key":"ref50","volume-title":"The kitti vision benchmark suite","volume":"2","author":"Geiger","year":"2015"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1405.0312"},{"key":"ref52","article-title":"Yolov3: An incremental improvement","author":"Redmon","year":"2018","journal-title":"arXiv preprint arXiv:1804.02767"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/iccv.2019.00667"}],"event":{"name":"2023 IEEE International Conference on Big Data (BigData)","location":"Sorrento, Italy","start":{"date-parts":[[2023,12,15]]},"end":{"date-parts":[[2023,12,18]]}},"container-title":["2023 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10385234\/10386078\/10386242.pdf?arnumber=10386242","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T01:44:38Z","timestamp":1706751878000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10386242\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,15]]},"references-count":53,"URL":"https:\/\/doi.org\/10.1109\/bigdata59044.2023.10386242","relation":{},"subject":[],"published":{"date-parts":[[2023,12,15]]}}}