{"id":1704,"date":"2022-04-06T04:00:00","date_gmt":"2022-04-05T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1704"},"modified":"2022-04-06T04:00:00","modified_gmt":"2022-04-05T19:00:00","slug":"deep-active-learning%e3%81%ae%e3%82%b5%e3%83%bc%e3%83%99%e3%82%a4","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1704","title":{"rendered":"Deep Active Learning\u306e\u30b5\u30fc\u30d9\u30a4"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>A Comparative Survey of Deep Active Learning\u00a0<\/strong>[76.0]<br>Active Learning (AL)\u306f\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u306e\u305f\u3081\u306e\u5927\u304d\u306a\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u30d7\u30fc\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u30b5\u30f3\u30d7\u30eb\u3092\u9806\u6b21\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u306e\u4e00\u9023\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3042\u308b\u3002 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0(DL)\u306f\u30c7\u30fc\u30bf\u30cf\u30f3\u30b0\u30ea\u30fc\u3067\u3042\u308a\u3001DL\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306f\u3001\u3088\u308a\u591a\u304f\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3068\u3068\u3082\u306b\u5358\u8abf\u306b\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u3002 \u8fd1\u5e74\u3001Deep Active Learning (DAL) \u306f\u3001\u9ad8\u4fa1\u306a\u30e9\u30d9\u30ea\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6700\u5c0f\u5316\u3057\u3064\u3064\u3001\u30e2\u30c7\u30eb\u6027\u80fd\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u5b9f\u73fe\u53ef\u80fd\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u4e0a\u6607\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2203.13450v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2203.13450v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 25 Mar 2022 05:17:24 GMT)<ul><li>Active Learning\u306e\u73fe\u72b6\u3092\u77e5\u308b\u305f\u3081\u306b\u826f\u3044\u8cc7\u6599\u3002VQA\u3067\u306f\u4e0a\u624b\u304f\u3044\u3063\u3066\u3044\u306a\u3044\u306e\u306f\u610f\u5916\u3060\u3063\u305f\u3002\u7279\u5b9a\u30bf\u30b9\u30af\u3001\u7279\u5b9a\u30c9\u30e1\u30a4\u30f3\u3067\u306f\u6709\u52b9\u305d\u3046\u3068\u3044\u3046\u611f\u3058\u3067\u793e\u4f1a\u5b9f\u88c5\u4e0a\u306f\u91cd\u8981\u306a\u6280\u8853\u306e\u3088\u3046\u306b\u306f\u601d\u3046\u3002<\/li><li>\u5229\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b<a href=\"https:\/\/github.com\/ej0cl6\/deep-active-learning\">GitHub &#8211; ej0cl6\/deep-active-learning: Deep Active Learning<\/a>\u304c\u6319\u304c\u3063\u3066\u304a\u308a\u3001\u62e1\u5f35\u30d0\u30fc\u30b8\u30e7\u30f3\u3082\u516c\u958b\u4e88\u5b9a\u3068\u306e\u3053\u3068\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A Comparative Survey of Deep Active Learning\u00a0[76.0]Active Learning (AL)\u306f\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u306e\u305f\u3081\u306e\u5927\u304d\u306a\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u3066\u3044\u306a\u3044\u30c7\u30fc\u30bf\u30d7\u30fc\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u30b5\u30f3\u30d7 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1704\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Deep Active Learning\u306e\u30b5\u30fc\u30d9\u30a4&#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":[9,106,387],"class_list":["post-1704","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-active-learning","tag-deep-learning","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1704","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=1704"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1704\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1704"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1704"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1704"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}