{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T14:29:25Z","timestamp":1775744965648,"version":"3.50.1"},"reference-count":87,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"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"}]},{"name":"RGPIN program"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2024,5]]},"DOI":"10.1109\/tpami.2024.3350450","type":"journal-article","created":{"date-parts":[[2024,1,5]],"date-time":"2024-01-05T19:39:51Z","timestamp":1704483591000},"page":"3923-3937","source":"Crossref","is-referenced-by-count":2,"title":["Regularized Loss With Hyperparameter Estimation for Weakly Supervised Single Class Segmentation"],"prefix":"10.1109","volume":"46","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6791-5964","authenticated-orcid":false,"given":"Zongliang","family":"Ji","sequence":"first","affiliation":[{"name":"University of Toronto, Computer Science, Ontario, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9664-6601","authenticated-orcid":false,"given":"Olga","family":"Veksler","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Waterloo, Waterloo, ON, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"ref2","first-page":"1106","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Krizhevsky","year":"2012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.231"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2572683"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1412.7062"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.179"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2699184"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.58"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00320"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_3"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107404"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298780"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.203"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_42"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00523"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00541"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.404"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.436"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00941"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12308"},{"key":"ref23","first-page":"204","article-title":"DeepUSPS: Deep robust unsupervised saliency prediction via self-supervision","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Nguyen","year":"2019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3046486"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00195"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01270-0_31"},{"key":"ref27","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/34.969114"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.238"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.5555\/2188385.2188395"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1126\/science.220.4598.671"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383047"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.91"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58526-6_21"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01256"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3071691"},{"key":"ref37","first-page":"3234","article-title":"Structure-consistent weakly supervised salient object detection with local saliency coherence","volume-title":"Proc. 35th AAAI Conf. Artif. Intell., AAAI, 33rd Conf. Innov. Appl. Artif. Intell., IAAI, 11th Symp. Educ. Adv. Artif. Intell., EAAI, Virtual Event","author":"Yu","year":"2021"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299002"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.191"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.181"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00325"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58583-9_18"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.344"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.315"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.333"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383098"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.209"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00431"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00733"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00434"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00901"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_21"},{"key":"ref53","first-page":"7223","article-title":"Joint learning of saliency detection and weakly supervised semantic segmentation","volume-title":"Proc. IEEE\/CVF Int. Conf. Comput. Vis.","author":"Zeng","year":"2019"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2966647"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/104"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00623"},{"key":"ref57","first-page":"109","article-title":"Efficient inference in fully connected CRFs with Gaussian edge potentials","volume-title":"Proc. Neural Inf. Process. Syst.","author":"Kr\u00e4henb\u00fchl","year":"2011"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.634"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref61","doi-asserted-by":"crossref","DOI":"10.1007\/978-4-431-66933-3","volume-title":"Markov Random Field Modeling in Computer Vision","author":"Li","year":"1995"},{"key":"ref62","first-page":"267","article-title":"Conditional random fields","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Lafferty","year":"2001"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587440"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_44"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238310"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.153"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.407"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248092"},{"key":"ref69","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref70","first-page":"385","article-title":"Weakly supervised semantic segmentation: From box to tag and back","volume-title":"Proc. Brit. Mach. Vis. Conf.","author":"Ji","year":"2021"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-013-0867-4"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.130"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2010.5543739"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.43"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247743"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2345401"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00766"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.164"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00861"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.5244\/C.31.17"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2019.00139"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01639"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00148"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3023152"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00406"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/10490207\/10381766.pdf?arnumber=10381766","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,9]],"date-time":"2024-04-09T19:36:24Z","timestamp":1712691384000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10381766\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5]]},"references-count":87,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2024.3350450","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,5]]}}}