{"id":291,"date":"2021-06-22T04:30:00","date_gmt":"2021-06-21T19:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=291"},"modified":"2021-06-22T04:30:00","modified_gmt":"2021-06-21T19:30:00","slug":"rsg%ef%bc%88rare-class-sample-generator%ef%bc%89%ef%bc%9a%e4%b8%8d%e5%9d%87%e8%a1%a1%e3%83%87%e3%83%bc%e3%82%bf%e3%81%b8%e3%81%ae%e5%af%be%e5%bf%9c","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=291","title":{"rendered":"RSG\uff08Rare-class Sample Generator\uff09\uff1a\u4e0d\u5747\u8861\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>RSG: A Simple but Effective Module for Learning Imbalanced Datasets\u00a0<\/strong>[99.8]<br>\u672c\u7a3f\u3067\u306f,\u30ec\u30a2\u30af\u30e9\u30b9\u306e\u30b5\u30f3\u30d7\u30eb\u751f\u6210\u88c5\u7f6e(RSG)\u3092\u63d0\u6848\u3057,\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u30ec\u30a2\u30af\u30e9\u30b9\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u65b0\u305f\u306b\u751f\u6210\u3059\u308b\u3002 RSG\u306f\u3001\u69d8\u3005\u306a\u7a2e\u985e\u306e\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u5bb9\u6613\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u4f7f\u3044\u3084\u3059\u304f\u3001\u975e\u5e38\u306b\u591a\u7528\u9014\u3067\u3042\u308b\u3002 RSG\u3092\u7528\u3044\u305fIm Balanced CIFAR, ImageNet-LT, iNaturalist 2018\u306e\u7af6\u4e89\u7d50\u679c\u3092\u5f97\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2106.09859v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2106.09859v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 18 Jun 2021 01:10:27 GMT)<ul><li>\u5b66\u7fd2\u6642\u306b\u30ec\u30a2\u30af\u30e9\u30b9\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u65b9\u91dd\u3067\u4e0d\u5747\u8861\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc\u3002predict\u306b\u5f71\u97ff\u304c\u306a\u3044\u306e\u304c\u5229\u70b9\u3067\u304b\u3064\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u304b\u306a\u308a\u826f\u3044\u6210\u7e3e\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>RSG: A Simple but Effective Module for Learning Imbalanced Datasets\u00a0[99.8]\u672c\u7a3f\u3067\u306f,\u30ec\u30a2\u30af\u30e9\u30b9\u306e\u30b5\u30f3\u30d7\u30eb\u751f\u6210\u88c5\u7f6e(RSG)\u3092\u63d0\u6848\u3057,\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=291\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;RSG\uff08Rare-class Sample Generator\uff09\uff1a\u4e0d\u5747\u8861\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[197,537],"class_list":["post-291","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-imbalance","tag-537"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/291","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=291"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/291\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=291"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=291"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=291"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}