{"id":214,"date":"2021-06-02T05:30:00","date_gmt":"2021-06-01T20:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=214"},"modified":"2021-06-02T05:30:00","modified_gmt":"2021-06-01T20:30:00","slug":"mlp-cnn-transformer","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=214","title":{"rendered":"MLP? CNN? Transformer?"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Can Attention Enable MLPs To Catch Up With CNNs?\u00a0<\/strong>[33.7]<br>\u591a\u5c64\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3(MLP)\u3001\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN)\u3001\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306a\u3069\u3001\u5b66\u7fd2\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u7c21\u5358\u306a\u6b74\u53f2\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u65b0\u305f\u306b\u63d0\u6848\u3055\u308c\u305f4\u3064\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5171\u901a\u70b9\u306b\u3064\u3044\u3066\u691c\u8a0e\u3057\u3001\u4eca\u5f8c\u306e\u7814\u7a76\u3078\u306e\u523a\u6fc0\u3092\u671f\u5f85\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2105.15078v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2105.15078v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 31 May 2021 16:08:46 GMT)<ul><li>\u6700\u8fd1\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6982\u8aac\u3059\u308b\u8ad6\u6587\u3002Long distance interactions, Local semantic information, Residual connections, Reduced inductive bias\u306a\u3069\u91cd\u8981\u8981\u7d20\u306e\u53d6\u308a\u6271\u3044\u304c\u8a18\u8f09\u3055\u308c\u3066\u304a\u308a\u3001\u65b0\u3057\u3044\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u5f93\u6765\u306eMLP\u3067\u306f\u306a\u304f\u5927\u304d\u306a\u9032\u6b69\u304c\u3042\u308b\u3068\u7d50\u8ad6\u3057\u3066\u3044\u308b\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Can Attention Enable MLPs To Catch Up With CNNs?\u00a0[33.7]\u591a\u5c64\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3(MLP)\u3001\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN)\u3001\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306a\u3069\u3001\u5b66\u7fd2\u30a2\u30fc\u30ad\u30c6\u30af &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=214\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;MLP? CNN? Transformer?&#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":[68,253,415],"class_list":["post-214","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-cnn","tag-mlp","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/214","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=214"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/214\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=214"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=214"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=214"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}