{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T00:59:28Z","timestamp":1730249968487,"version":"3.28.0"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,5]],"date-time":"2021-07-05T00:00:00Z","timestamp":1625443200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,5]],"date-time":"2021-07-05T00:00:00Z","timestamp":1625443200000},"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":[[2021,7,5]]},"DOI":"10.1109\/icmew53276.2021.9455950","type":"proceedings-article","created":{"date-parts":[[2021,6,21]],"date-time":"2021-06-21T20:29:27Z","timestamp":1624307367000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Distribution Estimation Based Pseudo-Feature Library Generation For Few-Shot Image Classification"],"prefix":"10.1109","author":[{"given":"Jiacheng","family":"Zhang","sequence":"first","affiliation":[{"name":"Beijing University of Posts and Telecommunications,School of Artificial Intelligence"}]},{"given":"Weishuo","family":"Liu","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,School of Artificial Intelligence"}]},{"given":"Zhicheng","family":"Zhao","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,School of Artificial Intelligence"}]},{"given":"Fei","family":"Su","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications,School of Artificial Intelligence"}]}],"member":"263","reference":[{"journal-title":"Tire pattern image database","year":"0","key":"ref10"},{"journal-title":"Few-shot learning for vehicle footprint recognition","year":"0","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093338"},{"key":"ref13","first-page":"6023","article-title":"Cutmix: Regularization strategy to train strong classifiers with localizable features","author":"yun","year":"2019","journal-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision"},{"key":"ref14","article-title":"Improved regularization of convolutional neural networks with cutout","author":"devries","year":"2017","journal-title":"arXiv preprint arXiv 1708 04552"},{"key":"ref15","article-title":"mixup: Beyond empirical risk minimization","author":"zhang","year":"2017","journal-title":"arXiv preprint arXiv 1710 09412"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2910052"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00177"},{"key":"ref18","article-title":"Generative adversarial networks","author":"goodfellow","year":"2014","journal-title":"arXiv preprint arXiv 1406 2661"},{"key":"ref19","article-title":"Free lunch for few-shot learning: Distribution calibration","author":"yang","year":"2021","journal-title":"arXiv preprint arXiv 2101 06286"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58548-8_26"},{"key":"ref28","article-title":"Wide residual networks","volume":"abs 1605 7146","author":"zagoruyko","year":"2016","journal-title":"ArXiv"},{"key":"ref3","article-title":"Prototypical networks for few-shot learning","author":"snell","year":"2017","journal-title":"arXiv preprint arXiv 1703 05192"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00041"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00844"},{"key":"ref5","article-title":"Multi-level metric learning for few-shot image recognition","author":"chen","year":"2021","journal-title":"arXiv preprint arXiv 2103 11383"},{"key":"ref29","article-title":"Visualizing data using t-sne","volume":"9","author":"der maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.7000"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00359"},{"key":"ref2","first-page":"3664","article-title":"Rapid adaptation with conditionally shifted neurons","author":"munkhdalai","year":"2018","journal-title":"International Conference on Machine Learning"},{"key":"ref1","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","author":"finn","year":"2017","journal-title":"International Conference on Machine Learning"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33018642"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00010"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2842770"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/409"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref23","article-title":"Unsupervised representation learning by predicting image rotations","author":"gidaris","year":"2018","journal-title":"arXiv preprint arXiv 1803 07728"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01352"},{"key":"ref25","article-title":"Fixmatch: Simplifying semi-supervised learning with consistency and confidence","author":"sohn","year":"2020","journal-title":"arXiv preprint arXiv 2001 04786"}],"event":{"name":"2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)","start":{"date-parts":[[2021,7,5]]},"location":"Shenzhen, China","end":{"date-parts":[[2021,7,9]]}},"container-title":["2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9455768\/9455942\/09455950.pdf?arnumber=9455950","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,20]],"date-time":"2022-06-20T21:38:07Z","timestamp":1655761087000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9455950\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,5]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/icmew53276.2021.9455950","relation":{},"subject":[],"published":{"date-parts":[[2021,7,5]]}}}