{"id":66,"date":"2021-04-09T22:30:00","date_gmt":"2021-04-09T13:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=66"},"modified":"2021-04-09T22:30:00","modified_gmt":"2021-04-09T13:30:00","slug":"66","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=66","title":{"rendered":"\u624b\u66f8\u304d\u6587\u5b57\u306e\u751f\u6210\u3001\u30c7\u30fc\u30bf\u62e1\u5f35"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Handwriting Transformers&nbsp;<\/strong>[98.4]<br>\u672c\u7a3f\u3067\u306f, \u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u3092\u7528\u3044\u305f\u624b\u66f8\u304d\u30c6\u30ad\u30b9\u30c8\u753b\u50cf\u751f\u6210\u624b\u6cd5\u3067\u3042\u308bHWT\u3092\u63d0\u6848\u3059\u308b\u3002HWT\u306f,\u81ea\u5df1\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3092\u7528\u3044\u3066,\u30b9\u30bf\u30a4\u30eb\u4f8b\u5185\u306e\u9577\u77ed\u7bc4\u56f2\u95a2\u4fc2\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057,\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u30b9\u30bf\u30a4\u30eb\u30d1\u30bf\u30fc\u30f3\u3068\u30ed\u30fc\u30ab\u30eb\u306a\u30b9\u30bf\u30a4\u30eb\u30d1\u30bf\u30fc\u30f3\u306e\u4e21\u65b9\u3092\u7b26\u53f7\u5316\u3059\u308b\u3002\u63d0\u6848\u3057\u305fHWT\u306f, \u81ea\u5df1\u8a8d\u8b58\u6a5f\u69cb\u3092\u7528\u3044\u3066, \u30b9\u30bf\u30a4\u30eb\u306e\u4f8b\u306b\u304a\u3051\u308b\u9577\u77ed\u8ddd\u96e2\u95a2\u4fc2\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u3002 \u63d0\u6848\u3059\u308bHWT\u306f,\u73fe\u5b9f\u7684\u306a\u624b\u66f8\u304d\u30c6\u30ad\u30b9\u30c8\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2104.03964v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2104.03964v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2104.03964.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>&nbsp;&nbsp;(Thu, 8 Apr 2021 17:59:43 GMT)<ul><li>Transformer\u3092\u7528\u3044\u305f\u624b\u66f8\u304d\u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210\u3002\u76f4\u611f\u7684\u306b\u306f\u30b7\u30fc\u30b1\u30f3\u30b9\u7684\u306a\u60c5\u5831\u3082\u91cd\u8981\u306a\u306e\u3067\u3053\u306e\u69cb\u9020\u306f\u6709\u52b9\u306a\u306e\u3060\u3068\u601d\u3046\u3002PDF\u306b\u3042\u308b\u30b5\u30f3\u30d7\u30eb\u304c\u8208\u5473\u6df1\u3044\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>InAugment: Improving Classifiers via Internal Augmentation&nbsp;<\/strong>[14.3]<br>\u672c\u7a3f\u3067\u306f,\u753b\u50cf\u5185\u90e8\u7d71\u8a08\u3092\u5229\u7528\u3057\u305f\u65b0\u3057\u3044\u62e1\u5f35\u64cd\u4f5c\u3067\u3042\u308binaugment\u3092\u63d0\u6848\u3059\u308b\u3002 \u30ad\u30fc\u3068\u306a\u308b\u30a2\u30a4\u30c7\u30a2\u306f\u3001\u30a4\u30e1\u30fc\u30b8\u81ea\u4f53\u304b\u3089\u30d1\u30c3\u30c1\u3092\u30b3\u30d4\u30fc\u3057\u3001\u62e1\u5f35\u64cd\u4f5c\u3092\u9069\u7528\u3057\u3001\u305d\u308c\u3089\u3092\u540c\u3058\u30a4\u30e1\u30fc\u30b8\u4e0a\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u4f4d\u7f6e\u306b\u30da\u30fc\u30b9\u30c8\u3059\u308b\u3053\u3068\u3060\u3002imagenet\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u304a\u3051\u308bresnet50 \u3068 efficientnet-b3 top-1 \u306e\u7cbe\u5ea6\u3092,\u4e8b\u524d\u62e1\u5f35\u6cd5\u3068\u6bd4\u8f03\u3057\u3066\u5411\u4e0a\u3055\u305b\u305f\u3002 \u6700\u5f8c\u306b,InAugment\u3092\u7528\u3044\u305f\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308a,\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3068\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3059\u308b\u3060\u3051\u3067\u306a\u304f,\u5206\u5e03\u5916\u753b\u50cf\u306e\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2104.03843v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2104.03843v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 8 Apr 2021 15:37:21 GMT)<ul><li>\u30c7\u30fc\u30bf\u62e1\u5f35\u306e\u8a71\u3002\u3053\u306e\u624b\u306eData augumentation\u306f\u7cbe\u5ea6\u5411\u4e0a\u30c6\u30af\u30cb\u30c3\u30af\u3068\u3057\u3066\u6709\u52b9\u306a\u3053\u3068\u3082\u3042\u308b\u3068\u3044\u3046\u5370\u8c61\u3060\u304c\u3001\u8ad6\u6587\u4e2d\u306e\u69d8\u3005\u306a\u624b\u6cd5\u3068\u306e\u6bd4\u8f03\u304c\u53c2\u8003\u306b\u306a\u308b\u3002\u30b3\u30fc\u30c9\u306fgithub\u306b\u516c\u958b\u4e88\u5b9a\u3068\u306e\u3053\u3068\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Handwriting Transformers&nbsp;[98.4]\u672c\u7a3f\u3067\u306f, \u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u3092\u7528\u3044\u305f\u624b\u66f8\u304d\u30c6\u30ad\u30b9\u30c8\u753b\u50cf\u751f\u6210\u624b\u6cd5\u3067\u3042\u308bHWT\u3092\u63d0\u6848\u3059\u308b\u3002HWT\u306f,\u81ea\u5df1\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3092\u7528\u3044\u3066,\u30b9\u30bf\u30a4\u30eb\u4f8b\u5185\u306e\u9577\u77ed\u7bc4 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=66\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u624b\u66f8\u304d\u6587\u5b57\u306e\u751f\u6210\u3001\u30c7\u30fc\u30bf\u62e1\u5f35&#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],"class_list":["post-66","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/66","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=66"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/66\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=66"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=66"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=66"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}