{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,7]],"date-time":"2026-05-07T15:17:19Z","timestamp":1778167039309,"version":"3.51.4"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2023,10]]},"DOI":"10.1109\/tpami.2023.3282971","type":"journal-article","created":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T17:27:38Z","timestamp":1687282058000},"page":"12167-12178","source":"Crossref","is-referenced-by-count":19,"title":["No Adversaries to Zero-Shot Learning: Distilling an Ensemble of Gaussian Feature Generators"],"prefix":"10.1109","volume":"45","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4912-6961","authenticated-orcid":false,"given":"Jacopo","family":"Cavazza","sequence":"first","affiliation":[{"name":"Pattern Analysis and Computer Vision (PAVIS), Istituto Italiano di Tecnologia, Genova, GE, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8645-2328","authenticated-orcid":false,"given":"Vittorio","family":"Murino","sequence":"additional","affiliation":[{"name":"Pattern Analysis and Computer Vision (PAVIS), Istituto Italiano di Tecnologia, Genova, GE, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2262-4872","authenticated-orcid":false,"given":"Alessio Del","family":"Bue","sequence":"additional","affiliation":[{"name":"Pattern Analysis and Computer Vision (PAVIS), Istituto Italiano di Tecnologia, Genova, GE, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33018360"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00113"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2964429"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00844"},{"key":"ref15","first-page":"12862","article-title":"Distilling the knowledge in a neural network","author":"hinton","year":"2014","journal-title":"Proc Neural Inf Process Syst"},{"key":"ref37","article-title":"Caltech-UCSD birds 200","author":"welinder","year":"2010"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01288"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-71246-8_48"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.42"},{"key":"ref30","first-page":"4743","article-title":"Zero-shot knowledge distillation in deep networks","author":"nayak","year":"2019","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref11","first-page":"2121","article-title":"DeVISE: A deep visual-semantic embedding model","author":"frome","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref33","first-page":"2152","article-title":"An embarrassingly simple approach to zero-shot learning","author":"romera-paredes","year":"2015","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref10","article-title":"Multi-modal ensemble classification for generalized zero shot learning","author":"felix","year":"2019"},{"key":"ref32","first-page":"2487","article-title":"Hubs in space: Popular nearest neighbors in high-dimensional data","volume":"11","author":"radovanovic","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01194"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2487986"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00454"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2857768"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00089"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.15"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00986"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_8"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00758"},{"key":"ref46","first-page":"7434","article-title":"Co-representation network for generalized zero-shot learning","author":"zhang","year":"2019","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206594"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01405"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00779"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00994"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00368"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00800"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01331"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539970"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01052"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00450"},{"key":"ref44","article-title":"aPascal-aYahoo image data collection","author":"yu","year":"2009"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.473"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01200"},{"key":"ref28","first-page":"270","article-title":"Hubness and pollution: Delving into cross-space mapping for zero-shot learning","author":"lazaridou","year":"2016","journal-title":"Proc Annual Meeting of the Assoc Computational Linguistics"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00680"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1089"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00382"},{"key":"ref7","article-title":"Improving zero-shot learning by mitigating the hubness problem","author":"dinu","year":"2014"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01231-1_2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.575"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00165"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.376"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-019-01193-1"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00581"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/10241246\/10158446.pdf?arnumber=10158446","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,6]],"date-time":"2024-06-06T17:08:15Z","timestamp":1717693695000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10158446\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10]]},"references-count":48,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2023.3282971","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":[[2023,10]]}}}