{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T14:33:58Z","timestamp":1780065238446,"version":"3.54.0"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61836004"],"award-info":[{"award-number":["61836004"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62236009"],"award-info":[{"award-number":["62236009"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1109\/tnnls.2023.3297134","type":"journal-article","created":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T18:16:28Z","timestamp":1690913788000},"page":"16706-16719","source":"Crossref","is-referenced-by-count":11,"title":["Boosting Zero-Shot Learning via Contrastive Optimization of Attribute Representations"],"prefix":"10.1109","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-3663-3130","authenticated-orcid":false,"given":"Yu","family":"Du","sequence":"first","affiliation":[{"name":"Department of Precision Instrument, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4933-0073","authenticated-orcid":false,"given":"Miaojing","family":"Shi","sequence":"additional","affiliation":[{"name":"College of Electronic and Information Engineering, Tongji University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8784-4916","authenticated-orcid":false,"given":"Fangyun","family":"Wei","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8994-431X","authenticated-orcid":false,"given":"Guoqi","family":"Li","sequence":"additional","affiliation":[{"name":"Institute of Automation, Chinese Academy of Sciences (CAS), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. NeurIPS","author":"Krizhevsky"},{"key":"ref2","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref4","first-page":"4077","article-title":"Prototypical networks for few-shot learning","volume-title":"Proc. NeurIPS","author":"Snell"},{"key":"ref5","first-page":"3521","article-title":"Restoring negative information in few-shot object detection","volume-title":"Proc. NeurIPS","author":"Yang"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00131"},{"key":"ref7","first-page":"2152","article-title":"An embarrassingly simple approach to zero-shot learning","volume-title":"Proc. ICML","author":"Romera-Paredes"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.328"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3293318"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01549"},{"key":"ref12","first-page":"21969","article-title":"Attribute prototype network for zero-shot learning","volume-title":"Proc. NeurIPS","author":"Xu"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00379"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2753852"},{"key":"ref15","article-title":"Class normalization for (continual)? Generalized zero-shot learning","volume-title":"Proc. ICLR","author":"Skorokhodov"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.321"},{"key":"ref17","first-page":"16622","article-title":"HSVA: Hierarchical semantic-visual adaptation for zero-shot learning","volume-title":"Proc. NeurIPS","author":"Chen"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206594"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1017\/S1351324916000334"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58577-8_5"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00581"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00859"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58548-8_33"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5923"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00746"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00961"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_8"},{"key":"ref28","article-title":"Caltech-UCSD birds 200","author":"Welinder","year":"2010"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-013-0695-z"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2857768"},{"key":"ref31","article-title":"A review of generalized zero-shot learning methods","author":"Pourpanah","year":"2020","journal-title":"arXiv:2011.08641"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00758"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00909"},{"key":"ref34","article-title":"Imaginative walks: Generative random walk deviation loss for improved unseen learning representation","author":"Jha","year":"2021","journal-title":"arXiv:2104.09757"},{"key":"ref35","article-title":"CIZSL++: Creativity inspired generative zero-shot learning","author":"Elhoseiny","year":"2021","journal-title":"arXiv:2101.00173"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00450"},{"key":"ref37","article-title":"Zero-shot learning via shared-reconstruction-graph pursuit","author":"Zhao","year":"2017","journal-title":"arXiv:1711.07302"},{"key":"ref38","article-title":"Correction networks: Meta-learning for zero-shot learning","author":"Hu","year":"2018"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00454"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2021.3073655"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2955157"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23528-8_9"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3031549"},{"key":"ref44","first-page":"18661","article-title":"Supervised contrastive learning","volume-title":"Proc. NeurIPS","author":"Khosla"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00240"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref47","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018","journal-title":"arXiv:1810.04805"},{"key":"ref48","first-page":"1877","article-title":"Language models are few-shot learners","volume-title":"Proc. NeurIPS","author":"Brown"},{"key":"ref49","article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","volume-title":"Proc. ICLR","author":"Dosovitskiy"},{"key":"ref50","article-title":"Multi-head self-attention via vision transformer for zero-shot learning","author":"Alamri","year":"2021","journal-title":"arXiv:2108.00045"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.170"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12251"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2861573"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01331"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00019"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01405"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01515"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3006322"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01268"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00680"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01203"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/10737991\/10198750.pdf?arnumber=10198750","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T19:25:08Z","timestamp":1732735508000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10198750\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":62,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2023.3297134","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11]]}}}