{"id":907,"date":"2021-10-26T04:00:00","date_gmt":"2021-10-25T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=907"},"modified":"2021-10-26T04:00:00","modified_gmt":"2021-10-25T19:00:00","slug":"out-of-distribution%e6%a4%9c%e5%87%ba%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=907","title":{"rendered":"Out-of-Distribution\u691c\u51fa\u306e\u30b5\u30fc\u30d9\u30a4"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Generalized Out-of-Distribution Detection: A Survey\u00a0<\/strong>[25.8]<br>\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3(OOD)\u691c\u51fa\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u4fe1\u983c\u6027\u3068\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u3067\u3042\u308b\u3002 \u307e\u305a,\u5148\u8ff0\u3057\u305f5\u3064\u306e\u554f\u984c\u3092\u542b\u3080\u4e00\u822cOOD\u691c\u51fa\u3068\u3044\u3046\u6c4e\u7528\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u79c1\u305f\u3061\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306f\u3001\u3053\u308c\u3089\u306e5\u3064\u306e\u554f\u984c\u3092\u7279\u5225\u306a\u30b1\u30fc\u30b9\u3084\u30b5\u30d6\u30bf\u30b9\u30af\u3068\u898b\u306a\u3059\u3053\u3068\u304c\u3067\u304d\u3001\u533a\u5225\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.11334v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.11334v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 21 Oct 2021 17:59:41 GMT)<ul><li>Out-of-Distribution\u691c\u51fa\u306f\u5b9f\u7528\u4e0a\u91cd\u8981\u3060\u304canomaly detection (AD), novelty detection (ND), open set recognition (OSR), outlier detection (OD),\u3053\u308c\u3089\u3092\u542b\u3080\u4e00\u822c\u7684\u306aOD\u691c\u51fa\u306a\u3069\u69d8\u3005\u306a\u30bf\u30b9\u30af\u304c\u3042\u308b\u3002OOD\u691c\u51fa\u306e\u60c5\u5831\u3092\u6574\u7406\u3059\u308b\u306e\u306b\u975e\u5e38\u306b\u826f\u3044\u8cc7\u6599\u3002\u672c\u6587\u306f14\u30da\u30fc\u30b8\u3068\u30b3\u30f3\u30d1\u30af\u30c8\u3060\u304c\u3001\u5f15\u7528\u6570315\u3068\u5e83\u7bc4\u56f2\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Generalized Out-of-Distribution Detection: A Survey\u00a0[25.8]\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3(OOD)\u691c\u51fa\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u4fe1\u983c\u6027\u3068\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u91cd &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=907\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Out-of-Distribution\u691c\u51fa\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":[295,387],"class_list":["post-907","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-out-of-distribution","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/907","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=907"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/907\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=907"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=907"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=907"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}