{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T14:14:07Z","timestamp":1766067247898,"version":"3.37.3"},"reference-count":89,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Key-Area Research and Development Program of Guangdong Province, China","award":["2020B010165004","2020B010166003","2018B010107003"],"award-info":[{"award-number":["2020B010165004","2020B010166003","2018B010107003"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61972162","61702194","61772206","U1611461","61472145"],"award-info":[{"award-number":["61972162","61702194","61772206","U1611461","61472145"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Dev. Syst."],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1109\/tcds.2021.3049274","type":"journal-article","created":{"date-parts":[[2021,1,7]],"date-time":"2021-01-07T15:52:54Z","timestamp":1610034774000},"page":"437-447","source":"Crossref","is-referenced-by-count":7,"title":["Holistically Associated Transductive Zero-Shot Learning"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3383-4349","authenticated-orcid":false,"given":"Yangyang","family":"Xu","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8006-3663","authenticated-orcid":false,"given":"Xuemiao","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Ministry of Education Key Laboratory of Big Data and Intelligent Robot and Guangdong, and State Key Laboratory of Subtropical Building Science, Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9687-3900","authenticated-orcid":false,"given":"Guoqiang","family":"Han","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3802-4644","authenticated-orcid":false,"given":"Shengfeng","family":"He","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.111"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298911"},{"key":"ref3","first-page":"7603","article-title":"Preserving semantic relations for zero-shot learning","volume-title":"Proc. CVPR","author":"Annadani"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35289-8_25"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_9"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.575"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.376"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_4"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2900171"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.213"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01231-1_2"},{"key":"ref12","first-page":"2121","article-title":"DeViSE: A deep visual-semantic embedding model","volume-title":"Proc. NIPS","author":"Frome"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2408354"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2019.2902250"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2696747"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3015157"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.09.008"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.10.006"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00089"},{"key":"ref21","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"Proc. ICML","author":"Ioffe"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.521"},{"key":"ref23","first-page":"3464","article-title":"Zero-shot recognition with unreliable attributes","volume-title":"Proc. NIPS","author":"Jayaraman"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2947780"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_8"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.453"},{"volume-title":"Thumos Challenge: Action Recognition with a Large Number of Classes","year":"2014","author":"Jiang","key":"ref27"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01175"},{"article-title":"Adam: A method for stochastic optimization","year":"2014","author":"Kingma","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.282"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126543"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.140"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.483"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00758"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00779"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2512107"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995353"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.391"},{"key":"ref39","first-page":"1","article-title":"Learning to propagate labels: Transductive propagation network for few-shot learning","volume-title":"Proc. ICLR","author":"Liu"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.653"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-011-0841-3"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01022"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2881926"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/219717.219748"},{"article-title":"Conditional generative adversarial nets","year":"2014","author":"Mirza","key":"ref45"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00294"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15552-9_29"},{"article-title":"Zero-shot learning by convex combination of semantic embeddings","year":"2013","author":"Norouzi","key":"ref48"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247998"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2723882"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00370"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.117"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00618"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2861573"},{"key":"ref56","first-page":"46","article-title":"ransfer learning in a transductive setting","volume-title":"Proc. NIPS","author":"Rohrbach"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-50077-5_2"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00227"},{"article-title":"Semi-supervised zero-shot learning by a clustering-based approach","year":"2016","author":"Shojaee","key":"ref59"},{"key":"ref60","first-page":"568","article-title":"Two-stream convolutional networks for action recognition in videos","volume-title":"Proc. NIPS","author":"Simonyan"},{"article-title":"Very deep convolutional networks for large-scale image recognition","volume-title":"Proc. ICLR","author":"Simonyan","key":"ref61"},{"key":"ref62","first-page":"935","article-title":"Zero-shot learning through cross-modal transfer","volume-title":"Proc. NIPS","author":"Socher"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00113"},{"article-title":"Ucf101: A dataset of 101 human actions classes from videos in the wild","year":"2012","author":"Soomro","key":"ref64"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2908487"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46484-8_2"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-017-1027-5"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11600"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2016.2632178"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00717"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46478-7_31"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2857768"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00581"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.328"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2015.7350760"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-016-0983-5"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_22"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.542"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/157"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.321"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00698"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.474"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.649"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46478-7_33"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00311"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2899569"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00111"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00983"},{"key":"ref89","first-page":"14917","article-title":"Semantic-guided multi-attention localization for zero-shot learning","volume-title":"Proc. NIPS","author":"Zhu"}],"container-title":["IEEE Transactions on Cognitive and Developmental Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7274989\/9793367\/09314882.pdf?arnumber=9314882","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T23:29:41Z","timestamp":1704842981000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9314882\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":89,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tcds.2021.3049274","relation":{},"ISSN":["2379-8920","2379-8939"],"issn-type":[{"type":"print","value":"2379-8920"},{"type":"electronic","value":"2379-8939"}],"subject":[],"published":{"date-parts":[[2022,6]]}}}