{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T17:04:56Z","timestamp":1778346296960,"version":"3.51.4"},"reference-count":76,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":["62036006"],"award-info":[{"award-number":["62036006"]}],"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":["62206206"],"award-info":[{"award-number":["62206206"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Qin Chuangyuan Cited the High-Level Innovative and Entrepreneurial Talent Project","award":["QCYRCXM-2022-21"],"award-info":[{"award-number":["QCYRCXM-2022-21"]}]},{"name":"National Key Research and Development Program of China","award":["2022YFB4300700"],"award-info":[{"award-number":["2022YFB4300700"]}]},{"DOI":"10.13039\/501100001809","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["XJS222216"],"award-info":[{"award-number":["XJS222216"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/tgrs.2024.3434418","type":"journal-article","created":{"date-parts":[[2024,7,29]],"date-time":"2024-07-29T19:33:24Z","timestamp":1722281604000},"page":"1-15","source":"Crossref","is-referenced-by-count":7,"title":["Collaborative Self-Supervised Evolution for Few-Shot Remote Sensing Scene Classification"],"prefix":"10.1109","volume":"62","author":[{"given":"Yiting","family":"Liu","sequence":"first","affiliation":[{"name":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1524-1363","authenticated-orcid":false,"given":"Jianzhao","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0415-8556","authenticated-orcid":false,"given":"Maoguo","family":"Gong","sequence":"additional","affiliation":[{"name":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huilin","family":"Liu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6602-7212","authenticated-orcid":false,"given":"Kai","family":"Sheng","sequence":"additional","affiliation":[{"name":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yourun","family":"Zhang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zedong","family":"Tang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9950-4728","authenticated-orcid":false,"given":"Yu","family":"Zhou","sequence":"additional","affiliation":[{"name":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.04.015"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3106391"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2685945"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2012.714508"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3193587"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3370584"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2024.02.005"},{"key":"ref8","first-page":"3630","article-title":"Matching networks for one shot learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","volume":"29","author":"Vinyals"},{"key":"ref9","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","volume":"70","author":"Finn"},{"key":"ref10","first-page":"4077","article-title":"Prototypical networks for fewshot learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NIPS)","volume":"30","author":"Snell"},{"key":"ref11","first-page":"1","article-title":"Learning to propagate labels: Transductive propagation network for few-shot learning","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Liu"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00131"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3027387"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2897652"},{"key":"ref15","article-title":"Meta-SGD: Learning to learn quickly for few-shot learning","author":"Li","year":"2017","journal-title":"arXiv:1707.09835"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5220\/0010243202360242"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2023.103447"},{"key":"ref18","first-page":"1","article-title":"A closer look at few-shot classification","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Chen"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093338"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3184080"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3234252"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2022.3190925"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3197445"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3043128"},{"key":"ref25","first-page":"21271","article-title":"Bootstrap your own latent-a new approach to selfsupervised learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","volume":"33","author":"Grill"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58571-6_38"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/rs13142776"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413783"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/295"},{"key":"ref30","first-page":"2212","article-title":"Parameterless transductive feature re-representation for few-shot learning","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Cui"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2022.07.013"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3109268"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/rs14133111"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2022.3174277"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/jimaging8070179"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12183846"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3275754"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86486-6_41"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00815"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3339666"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/rs15030831"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3306382"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2021.3109728"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3153679"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/rs14051161"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3099033"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3200056"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.04.002"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3295129"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3033336"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3390\/rs15030773"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3260121"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3372416"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3090866"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3199617"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107090"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2021.3134634"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3390\/rs14163995"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2017.2752750"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3390\/rs14225838"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2020.3036602"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2022.3173419"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3056883"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3204888"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111306"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2104159"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.11.025"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2189561"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2022.3145854"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.3390\/rs13142728"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.3390\/rs14010111"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2011.608740"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1145\/1869790.1869829"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2675998"},{"key":"ref76","article-title":"The CMA evolution strategy: A tutorial","author":"Hansen","year":"2016","journal-title":"arXiv:1604.00772"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10354519\/10613908.pdf?arnumber=10613908","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,29]],"date-time":"2025-01-29T18:53:18Z","timestamp":1738176798000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10613908\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":76,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2024.3434418","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}