{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,24]],"date-time":"2025-08-24T01:26:18Z","timestamp":1755998778416,"version":"3.37.3"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,5,29]],"date-time":"2023-05-29T00:00:00Z","timestamp":1685318400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,5,29]],"date-time":"2023-05-29T00:00:00Z","timestamp":1685318400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000923","name":"ARC","doi-asserted-by":"publisher","award":["DP210101682"],"award-info":[{"award-number":["DP210101682"]}],"id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,5,29]]},"DOI":"10.1109\/icra48891.2023.10161362","type":"proceedings-article","created":{"date-parts":[[2023,7,4]],"date-time":"2023-07-04T17:20:56Z","timestamp":1688491256000},"page":"6028-6034","source":"Crossref","is-referenced-by-count":2,"title":["Reinforced Learning for Label-Efficient 3D Face Reconstruction"],"prefix":"10.1109","author":[{"given":"Hoda","family":"Mohaghegh","sequence":"first","affiliation":[{"name":"School of Computer Science and Software Engineering, University of Western Australia,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hossein","family":"Rahmani","sequence":"additional","affiliation":[{"name":"Lancaster University,Department of Computing and Communications,England"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hamid","family":"Laga","sequence":"additional","affiliation":[{"name":"Information Technology Discipline, Murdoch University,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farid","family":"Boussaid","sequence":"additional","affiliation":[{"name":"School of Engineering, Electrical, Electronic and Computer Engineering, University of Western Australia,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed","family":"Bennamoun","sequence":"additional","affiliation":[{"name":"School of Computer Science and Software Engineering, University of Western Australia,Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","first-page":"1183","article-title":"Deep bayesian active learning with image data","author":"gal","year":"0","journal-title":"International Conference on Machine Learning"},{"key":"ref35","article-title":"Active one-shot learning","author":"woodward","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206627"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2868649"},{"key":"ref15","article-title":"Query by committee made real","volume":"18","author":"gilad-bachrach","year":"2005","journal-title":"Advances in neural information processing systems"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-14274-1_13"},{"journal-title":"Reinforcement Learning An Introduction","year":"2018","author":"sutton","key":"ref36"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00018"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.468"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247757"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3472291"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0781-x"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1063"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19778-9_15"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2018.2854295"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2021.100400"},{"key":"ref39","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"The Journal of Machine Learning Research"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-22092-0_3"},{"key":"ref38","first-page":"1050","article-title":"Dropout as a bayesian approximation: Representing model uncertainty in deep learning","author":"gal","year":"0","journal-title":"International Conference on Machine Learning"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30548-4_30"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/311535.311556"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00607"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00945"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00976"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA40945.2020.9196722"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00125"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889457"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00874"},{"key":"ref21","first-page":"1274","article-title":"Mofa: Model-based deep convolutional face autoencoder for unsupervised monocular reconstruction","author":"tewari","year":"0","journal-title":"Proceedings of the IEEE International Conference on Computer Vision Workshops"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01080"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2019.8794188"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00346"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.163"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.117"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.23"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00615"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.589"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_33"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00122"},{"key":"ref40","article-title":"Playing atari with deep reinforcement learning","author":"mnih","year":"2013","journal-title":"ArXiv Preprint"}],"event":{"name":"2023 IEEE International Conference on Robotics and Automation (ICRA)","start":{"date-parts":[[2023,5,29]]},"location":"London, United Kingdom","end":{"date-parts":[[2023,6,2]]}},"container-title":["2023 IEEE International Conference on Robotics and Automation (ICRA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10160211\/10160212\/10161362.pdf?arnumber=10161362","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,24]],"date-time":"2023-07-24T17:31:42Z","timestamp":1690219902000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10161362\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,29]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/icra48891.2023.10161362","relation":{},"subject":[],"published":{"date-parts":[[2023,5,29]]}}}