{"id":803,"date":"2021-10-12T04:00:00","date_gmt":"2021-10-11T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=803"},"modified":"2021-10-12T04:00:00","modified_gmt":"2021-10-11T19:00:00","slug":"mobilevit-%e8%bb%bd%e9%87%8f%e3%83%bb%e5%8a%b9%e7%8e%87%e7%9a%84%e3%81%aa%e7%94%bb%e5%83%8f%e7%94%a8transformer","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=803","title":{"rendered":"MobileViT: \u8efd\u91cf\u30fb\u52b9\u7387\u7684\u306a\u753b\u50cf\u7528Transformer"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer\u00a0<\/strong>[24.5]<br>\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u7528\u306e\u8efd\u91cf\u30d3\u30b8\u30e7\u30f3\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u3067\u3042\u308bMobileViT\u3092\u7d39\u4ecb\u3059\u308b\u3002 \u4ee5\u4e0a\u306e\u7d50\u679c\u304b\u3089,MobileViT \u306f CNN \u304a\u3088\u3073 ViT \u30d9\u30fc\u30b9\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092,\u30bf\u30b9\u30af\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u9593\u3067\u5927\u5e45\u306b\u4e0a\u56de\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.02178v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.02178v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 5 Oct 2021 17:07:53 GMT)<ul><li>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u540c\u7b49\u306eMobileNetv3(CNN\u7cfb)\u3001DeIT(ViT\u7cfb)\u3092\u4e0a\u56de\u308b\u6027\u80fd\u3092\u51fa\u305b\u308b\u8efd\u91cf\u306aVision Transformer\u306e\u5831\u544a\u3002\u7d50\u5c40\u3001ViTs are slower than CNNs\u3063\u3066\u30fb\u30fb\u30fb\u3068\u306f\u601d\u308f\u306a\u304f\u306f\u306a\u3044\u304c\u3001Transformer\u306e\u5229\u7528\u306f\u5e83\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u6f14\u7b97\u306b\u3088\u308b\u652f\u63f4\u304c\u666e\u901a\u306b\u306a\u308b\u672a\u6765\u3092\u671f\u5f85\u3002<ul><li>\u3053\u306e\u8ad6\u6587\u306fApple\u304b\u3089\u3060\u3057Transformer\u5411\u3051\u306e\u8a08\u7b97\u652f\u63f4\u3092iPhone\u306b\u7d44\u307f\u8fbc\u3093\u3067\u307b\u3057\u3044\u3002\uff08\u305d\u3057\u3066FuguMT\u3082\u9ad8\u901f\u5316\u3055\u305b\u305f\u3044\uff09<\/li><\/ul><\/li><\/ul><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer\u00a0[24.5]\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u7528\u306e\u8efd\u91cf\u30d3\u30b8\u30e7\u30f3\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=803\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;MobileViT: \u8efd\u91cf\u30fb\u52b9\u7387\u7684\u306a\u753b\u50cf\u7528Transformer&#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":[415,613],"class_list":["post-803","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-transformer","tag-613"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/803","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=803"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/803\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}