{"id":3456,"date":"2023-06-29T05:11:00","date_gmt":"2023-06-28T20:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3456"},"modified":"2023-06-29T05:11:00","modified_gmt":"2023-06-28T20:11:00","slug":"a-comprehensive-survey-on-applications-of-transformers-for-deep-learning-tasks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3456","title":{"rendered":"A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks&nbsp;<\/strong>[60.4]<br>Transformer\u306f\u3001\u30b7\u30fc\u30b1\u30f3\u30b7\u30e3\u30eb\u30c7\u30fc\u30bf\u5185\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u81ea\u5df1\u8a8d\u8b58\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 Transformer\u30e2\u30c7\u30eb\u306f\u3001\u5165\u529b\u30b7\u30fc\u30b1\u30f3\u30b9\u8981\u7d20\u9593\u306e\u9577\u3044\u4f9d\u5b58\u95a2\u4fc2\u3092\u51e6\u7406\u3057\u3001\u4e26\u5217\u51e6\u7406\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u6211\u3005\u306e\u8abf\u67fb\u3067\u306f\u3001\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306e\u305f\u3081\u306e\u30c8\u30c3\u30d75\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30c9\u30e1\u30a4\u30f3\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2306.07303v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2306.07303v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Sun, 11 Jun 2023 23:13:51 GMT)<\/li>\n\n\n\n<li>Transformer\u306e\u9069\u7528\u306b\u95a2\u3059\u308b\u7dcf\u5408\u7684\u306a\u30b5\u30fc\u30d9\u30a4\u3001\u5206\u91ce\u3068\u3057\u3066Natural Language Processing, Computer Vision, Multi-Modal, Audio\/Speech, Signal Processing\u3092\u6319\u3052\u3001\u69d8\u3005\u306a\u624b\u6cd5\u3092\u7d39\u4ecb\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u6642\u7cfb\u5217\u3067\u306e\u624b\u6cd5\u9032\u5316\u3092\u632f\u308a\u8fd4\u308b\u306e\u306b\u826f\u3044\u30b5\u30fc\u30d9\u30a4 <\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,415],"class_list":["post-3456","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3456","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=3456"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3456\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3456"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3456"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3456"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}