{"id":363,"date":"2021-07-08T05:00:00","date_gmt":"2021-07-07T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=363"},"modified":"2021-07-08T05:00:00","modified_gmt":"2021-07-07T20:00:00","slug":"long-short-transformer-%e8%a8%80%e8%aa%9e%e3%83%bb%e7%94%bb%e5%83%8f%e3%81%a8%e3%82%82%e3%81%ab%e6%9c%89%e5%8a%b9%e3%81%aatransformer","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=363","title":{"rendered":"Long-Short Transformer: \u8a00\u8a9e\u30fb\u753b\u50cf\u3068\u3082\u306b\u6709\u52b9\u306a\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Long-Short Transformer: Efficient Transformers for Language and Vision&nbsp;<\/strong>[97.3]<br>Long-Short Transformer, Transformer-LS\u306f\u3001\u8a00\u8a9e\u30bf\u30b9\u30af\u3068\u8996\u899a\u30bf\u30b9\u30af\u306e\u4e21\u65b9\u306b\u7dda\u5f62\u306a\u8907\u96d1\u3055\u3092\u6301\u3064\u9577\u3044\u30b7\u30fc\u30b1\u30f3\u30b9\u3092\u30e2\u30c7\u30ea\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u81ea\u5df1\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3067\u3042\u308b\u3002 \u9060\u8ddd\u96e2\u76f8\u95a2\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u305f\u3081\u306e\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30d7\u30ed\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3068\u3001\u5c40\u6240\u76f8\u95a2\u3092\u5fae\u7d30\u306b\u6349\u3048\u308b\u305f\u3081\u306e\u77ed\u671f\u7684\u6ce8\u610f\u3092\u7d44\u307f\u8fbc\u3093\u3060\u3001\u65b0\u3057\u3044\u9577\u8ddd\u96e2\u306e\u6ce8\u610f\u3092\u96c6\u7d04\u3059\u308b\u3002 \u63d0\u6848\u624b\u6cd5\u306f,Long Range Arena\u30d9\u30f3\u30c1\u30de\u30fc\u30af,\u81ea\u52d5\u56de\u5e30\u8a00\u8a9e\u30e2\u30c7\u30ea\u30f3\u30b0,\u30a4\u30e1\u30fc\u30b8\u30cd\u30c3\u30c8\u5206\u985e\u306a\u3069,\u8a00\u8a9e\u3068\u8996\u899a\u9818\u57df\u306e\u8907\u6570\u306e\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u6700\u5148\u7aef\u30e2\u30c7\u30eb\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.02192v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.02192v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 5 Jul 2021 18:00:14 GMT)<ul><li>long range\u306a\u76f8\u95a2\u3001\u5c40\u6240\u7684\u306a\u7279\u5fb4\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u6027\u80fd\u3092\u5411\u4e0a\u3055\u305b\u305ftransformer\u3002\u8a00\u8a9e\uff08LRA benchmark\uff09\u3067\u306fReformer, Linformer, Performer, Nystr\u00f6mformer\u306a\u3069\u52b9\u7387\u6027\u3092\u72d9\u3063\u305ftransformer\u578b\u30e2\u30c7\u30eb\u3088\u308a\u9ad8\u6027\u80fd\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u69cb\u7bc9\u3067\u306f\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u5c11\u306a\u304f\u9ad8\u901f\u306b\u5b66\u7fd2\u3067\u304d\u512a\u308c\u305f\u6027\u80fd\u3002\u753b\u50cf\uff08imagenet\uff09\u3067\u306fCvT\u3084ViL\u3088\u308a\u3082\u672c\u4ef6\u6a5f\u69cb\u3092\u7d44\u307f\u8fbc\u3093\u3060\u3082\u306e\u306e\u65b9\u304c\u9ad8\u6027\u80fd\u3068\u306e\u3053\u3068\u3002<\/li><li>The models and source code will be released soon.\u3068\u306e\u3053\u3068\u3067\u30b3\u30fc\u30c9\u7b49\u3082\u516c\u958b\u3055\u308c\u308b\u3088\u3046\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Long-Short Transformer: Efficient Transformers for Language and Vision&nbsp;[97.3]Long-Short Transformer, Tran &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=363\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Long-Short Transformer: \u8a00\u8a9e\u30fb\u753b\u50cf\u3068\u3082\u306b\u6709\u52b9\u306a\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb&#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":[415,613,634],"class_list":["post-363","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-transformer","tag-613","tag-634"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/363","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=363"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/363\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=363"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=363"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=363"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}