{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T17:58:35Z","timestamp":1764784715097,"version":"3.37.3"},"reference-count":79,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":["61725105","41701508"],"award-info":[{"award-number":["61725105","41701508"]}],"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":[[2022]]},"DOI":"10.1109\/tgrs.2021.3102988","type":"journal-article","created":{"date-parts":[[2021,8,13]],"date-time":"2021-08-13T19:52:30Z","timestamp":1628884350000},"page":"1-17","source":"Crossref","is-referenced-by-count":13,"title":["Random Topology and Random Multiscale Mapping: An Automated Design of Multiscale and Lightweight Neural Network for Remote-Sensing Image Recognition"],"prefix":"10.1109","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8277-4223","authenticated-orcid":false,"given":"Jihao","family":"Li","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8654-7546","authenticated-orcid":false,"given":"Martin","family":"Weinmann","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0038-9816","authenticated-orcid":false,"given":"Xian","family":"Sun","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3931-3974","authenticated-orcid":false,"given":"Wenhui","family":"Diao","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4017-8885","authenticated-orcid":false,"given":"Yingchao","family":"Feng","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0450-6469","authenticated-orcid":false,"given":"Kun","family":"Fu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"},{"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.2015.7298594"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3083113"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2020.2979764"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3016820"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.12.007"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/rs11050544"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2954328"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.01.025"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2991657"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2901592"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2020.2998680"},{"key":"ref21","article-title":"Neural architecture search with reinforcement learning","author":"Zoph","year":"2016","journal-title":"arXiv:1611.01578"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00907"},{"key":"ref23","article-title":"DARTS: Differentiable architecture search","author":"Liu","year":"2018","journal-title":"arXiv:1806.09055"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01246-5_2"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014780"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00138"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00169"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00293"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00137"},{"key":"ref30","article-title":"ProxylessNAS: Direct neural architecture search on target task and hardware","author":"Cai","year":"2018","journal-title":"arXiv:1812.00332"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00492"},{"issue":"3","key":"ref32","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1023\/A:1011139631724","article-title":"Modeling the shape of the scene: A holistic representation of the spatial envelope","volume":"42","author":"Oliva","year":"2001","journal-title":"Int. J. Comput. Vis."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2015.7301382"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2435801"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2015.2496185"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2910603"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2020.3005209"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2976694"},{"key":"ref39","article-title":"Convolution neural network architecture learning for remote sensing scene classification","author":"Chen","year":"2020","journal-title":"arXiv:2001.09614"},{"key":"ref40","volume-title":"Introduction to Graph Theory","volume":"2","author":"West","year":"2001"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1515\/9781400841356.38"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1038\/30918.PMID9623998"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.74.47"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1209\/epl\/i2003-00166-9"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3015157"},{"key":"ref46","article-title":"Pruning convolutional neural networks for resource efficient inference","author":"Molchanov","year":"2016","journal-title":"arXiv:1611.06440"},{"key":"ref47","first-page":"4095","article-title":"Efficient neural architecture search via parameters sharing","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Pham"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/BF02098169"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-007-0176-2"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/nrn2575"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1038\/nn.4502"},{"volume-title":"Diving into optimization of topology in neural networks","year":"2020","author":"Yuan","key":"ref52"},{"key":"ref53","article-title":"Neural networks on random graphs","author":"Janik","year":"2020","journal-title":"arXiv:2002.08104"},{"article-title":"Random path selection for incremental learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Rajasegaran","key":"ref54"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13825"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"ref58","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"Ioffe","year":"2015","journal-title":"arXiv:1502.03167"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/1869790.1869829"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3390\/rs8020157"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2015.2513443"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2685945"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2675998"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2013.11.001"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2616585"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2740362"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01270"},{"key":"ref68","article-title":"MixConv: Mixed depthwise convolutional kernels","author":"Tan","year":"2019","journal-title":"arXiv:1907.09595"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(98)00116-6"},{"article-title":"SGDR: Stochastic gradient descent with warm restarts","volume-title":"Proc. 5th Int. Conf. Learn. Represent. (ICLR)","author":"Loshchilov","key":"ref72"},{"key":"ref73","article-title":"Improved regularization of convolutional neural networks with cutout","author":"DeVries","year":"2017","journal-title":"arXiv:1708.04552"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.660"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-annals-v-2-2020-475-2020"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0013701"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1177\/1073858406293182"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.07.001"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/9633014\/09513550.pdf?arnumber=9513550","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:42:14Z","timestamp":1705016534000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9513550\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":79,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2021.3102988","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"type":"print","value":"0196-2892"},{"type":"electronic","value":"1558-0644"}],"subject":[],"published":{"date-parts":[[2022]]}}}