{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T09:00:08Z","timestamp":1725699608500},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T00:00:00Z","timestamp":1658016000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T00:00:00Z","timestamp":1658016000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,17]]},"DOI":"10.1109\/igarss46834.2022.9884699","type":"proceedings-article","created":{"date-parts":[[2022,9,28]],"date-time":"2022-09-28T20:12:24Z","timestamp":1664395944000},"page":"5061-5064","source":"Crossref","is-referenced-by-count":1,"title":["Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning"],"prefix":"10.1109","author":[{"given":"Surbhi","family":"Sharma","sequence":"first","affiliation":[{"name":"J&#x00FC;lich Supercomputing Centre, Forschungszentrum J&#x00FC;lich,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ribana","family":"Roscher","sequence":"additional","affiliation":[{"name":"Institute of Geodesy and Geoinformation, University of Bonn,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Morris","family":"Riedel","sequence":"additional","affiliation":[{"name":"School of Engineering and Natural Sciences, University of Iceland,Iceland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shahbaz","family":"Memon","sequence":"additional","affiliation":[{"name":"J&#x00FC;lich Supercomputing Centre, Forschungszentrum J&#x00FC;lich,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gabriele","family":"Cavallaro","sequence":"additional","affiliation":[{"name":"J&#x00FC;lich Supercomputing Centre, Forschungszentrum J&#x00FC;lich,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3044192"},{"journal-title":"A closer look at few-shot classification","year":"2020","author":"wei-yu","key":"ref11"},{"journal-title":"Meta-dataset A dataset of datasets for learning to learn from few examples","year":"2019","author":"triantafillou","key":"ref12"},{"key":"ref13","article-title":"A baseline for few-shot image classification","author":"dhillon","year":"0","journal-title":"International Conference on Learning Representations"},{"journal-title":"Deep residual learning for image recognition","year":"2015","author":"he","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2018.8519248"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2685945"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1869790.1869829"},{"key":"ref18","article-title":"Structural High-Resolution Satellite Image Indexing","author":"xia","year":"2010","journal-title":"ISPRS"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2675998"},{"key":"ref4","article-title":"Prototypical Networks for Few-Shot Learning","author":"snell","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.79"},{"key":"ref6","article-title":"Meta-learning probabilistic inference for prediction","author":"gordon","year":"0","journal-title":"Proceedings of the 7th ICLR"},{"key":"ref5","article-title":"Fast Context Adaptation via Meta-Learning","author":"zintgraf","year":"0","journal-title":"Proceedings of the 36th ICML"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CDMA47397.2020.00019"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2897652"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5529-2"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/rs11171986"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS39084.2020.9441016"},{"journal-title":"METRICS FOR MULTI-CLASS CLASSIFICATION AN OVERVIEW","year":"2020","author":"grandini","key":"ref20"}],"event":{"name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","start":{"date-parts":[[2022,7,17]]},"location":"Kuala Lumpur, Malaysia","end":{"date-parts":[[2022,7,22]]}},"container-title":["IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9883023\/9883024\/09884699.pdf?arnumber=9884699","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,14]],"date-time":"2022-10-14T20:58:14Z","timestamp":1665781094000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9884699\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,17]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/igarss46834.2022.9884699","relation":{},"subject":[],"published":{"date-parts":[[2022,7,17]]}}}