{"id":248,"date":"2021-06-10T05:00:00","date_gmt":"2021-06-09T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=248"},"modified":"2021-06-10T05:00:00","modified_gmt":"2021-06-09T20:00:00","slug":"scaling-vision-transformers-%e7%94%bb%e5%83%8f%e3%81%ae%e5%a4%a7%e8%a6%8f%e6%a8%a1%e3%82%b9%e3%82%b1%e3%83%bc%e3%83%aa%e3%83%b3%e3%82%b0","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=248","title":{"rendered":"Scaling Vision Transformers: \u753b\u50cf\u306e\u5927\u898f\u6a21\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Scaling Vision Transformers\u00a0<\/strong>[82.1]<br>\u672c\u7814\u7a76\u3067\u306f,Vision Transformer\u304c\u30a8\u30e9\u30fc\u7387,\u30c7\u30fc\u30bf,\u8a08\u7b97\u306e\u95a2\u4fc2\u3092\u30b9\u30b1\u30fc\u30eb\u3057,\u7279\u5fb4\u4ed8\u3051\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f20\u5104\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3064ViT\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3001ImageNet\u306e90.45%\u306e\u30c8\u30c3\u30d7-1\u306e\u7cbe\u5ea6\u3067\u65b0\u305f\u306a\u6700\u5148\u7aef\u6280\u8853\u3092\u5b9f\u73fe\u3059\u308b\u3002 \u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u4f8b\u3048\u3070\u3001ImageNet\u306784.86%\u306e\u30c8\u30c3\u30d7-1\u306e\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u30011\u30af\u30e9\u30b9\u306b\u3064\u304d10\u306e\u30b5\u30f3\u30d7\u30eb\u3057\u304b\u6301\u305f\u306a\u3044\u3088\u3046\u306a\u3001\u6570\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2\u3067\u3082\u3046\u307e\u304f\u6a5f\u80fd\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2106.04560v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2106.04560v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 8 Jun 2021 17:47:39 GMT)<ul><li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3067\u52b9\u679c\u7684\u3060\u3063\u305f\u5927\u898f\u6a21\u5316\u3092\u753b\u50cf\u3067\u5b9f\u65bd\u3057\u305f\u3082\u306e\u3002ImageNet\u3067SOTA\u3068\u52b9\u679c\u304c\u3042\u308b\u3088\u3046\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Scaling Vision Transformers\u00a0[82.1]\u672c\u7814\u7a76\u3067\u306f,Vision Transformer\u304c\u30a8\u30e9\u30fc\u7387,\u30c7\u30fc\u30bf,\u8a08\u7b97\u306e\u95a2\u4fc2\u3092\u30b9\u30b1\u30fc\u30eb\u3057,\u7279\u5fb4\u4ed8\u3051\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f20\u5104\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=248\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Scaling Vision Transformers: \u753b\u50cf\u306e\u5927\u898f\u6a21\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0&#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":[415,567],"class_list":["post-248","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-transformer","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/248","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=248"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/248\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=248"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=248"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=248"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}