{"id":242,"date":"2021-06-08T08:18:52","date_gmt":"2021-06-07T23:18:52","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=242"},"modified":"2021-06-08T08:18:52","modified_gmt":"2021-06-07T23:18:52","slug":"x-volution-convolution-self-attention","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=242","title":{"rendered":"X-volution: Convolution + Self-attention"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>X-volution: On the unification of convolution and self-attention\u00a0<\/strong>[52.8]<br>\u672c\u7a3f\u3067\u306f,\u7573\u307f\u8fbc\u307f\u64cd\u4f5c\u3068\u81ea\u5df1\u6ce8\u610f\u64cd\u4f5c\u306e\u4e21\u65b9\u304b\u3089\u306a\u308b\u30de\u30eb\u30c1\u30d6\u30e9\u30f3\u30c1\u57fa\u672c\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u63d0\u6848\u3059\u308b\u3002 \u63d0\u6848\u3057\u305fX-volution\u306f\u3001\u975e\u5e38\u306b\u7af6\u4e89\u529b\u306e\u3042\u308b\u8996\u899a\u7684\u7406\u89e3\u306e\u6539\u5584\u3092\u5b9f\u73fe\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2106.02253v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2106.02253v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 4 Jun 2021 04:32:02 GMT)<ul><li>\u7573\u307f\u8fbc\u307f + Self-attention\u306b\u3088\u3063\u3066\u5c40\u6240\u7684\u304a\u3088\u3073\u975e\u5c40\u6240\u7684\u7279\u5fb4\u76f8\u4e92\u4f5c\u7528\u3092\u7d71\u4e00\u3002<strong>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u306b\u5bfe\u3057\u3066<\/strong>imagenet\u5206\u985e\u306b\u304a\u3051\u308b+1.2% top-1\u7cbe\u5ea6\u3001+1.7 box ap\u3001coco\u691c\u51fa\u3068\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b+1.5 mask ap\u3092\u5b9f\u73fe\u3057\u305f\u3068\u306e\u3053\u3068\u3002<\/li><li>\u7d44\u307f\u5408\u308f\u308b\u7cfb\u306e\u6210\u679c\u3002\u3053\u306e\u624b\u306e\u8a71\u3082\u5897\u3048\u3066\u3044\u304f\u306e\u3060\u308d\u3046\u3068\u601d\u3046\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>X-volution: On the unification of convolution and self-attention\u00a0[52.8]\u672c\u7a3f\u3067\u306f,\u7573\u307f\u8fbc\u307f\u64cd\u4f5c\u3068\u81ea\u5df1\u6ce8\u610f\u64cd\u4f5c\u306e\u4e21\u65b9\u304b\u3089\u306a\u308b\u30de\u30eb\u30c1\u30d6\u30e9\u30f3\u30c1\u57fa\u672c\u30e2\u30b8\u30e5\u30fc\u30eb &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=242\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;X-volution: Convolution + Self-attention&#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":[80,354],"class_list":["post-242","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-convolution","tag-self-attention"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/242","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=242"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/242\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=242"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=242"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=242"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}