{"id":4553,"date":"2024-03-12T04:32:00","date_gmt":"2024-03-11T19:32:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4553"},"modified":"2024-03-12T04:32:00","modified_gmt":"2024-03-11T19:32:00","slug":"open-world-machine-learning-a-review-and-new-outlooks","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4553","title":{"rendered":"Open-world Machine Learning: A Review and New Outlooks\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Open-world Machine Learning: A Review and New Outlooks\u00a0<\/strong>[88.6]<br>\u672c\u7a3f\u3067\u306f,\u65b0\u305f\u306a\u30aa\u30fc\u30d7\u30f3\u30ef\u30fc\u30eb\u30c9\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u5305\u62ec\u7684\u306b\u7d39\u4ecb\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002 \u7814\u7a76\u8005\u304c\u305d\u308c\u305e\u308c\u306e\u5206\u91ce\u3067\u3088\u308a\u5f37\u529b\u306aAI\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u306e\u3092\u652f\u63f4\u3057\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u958b\u767a\u3092\u4fc3\u9032\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.01759v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.01759v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 4 Mar 2024 06:25:26 GMT)<\/li>\n\n\n\n<li>\u300cThis paper provides a holistic view of open-world machine learning by investigating unknown rejection, novel class discovery, and class-incremental learning in a unified paradigm\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u958b\u304b\u308c\u305f\u4e16\u754c\u306b\u5bfe\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u3067\u5fc5\u8981\u306a\u8981\u7d20\u3092\u6574\u7406\u3057\u305f\u8ad6\u6587\u3002<\/li>\n\n\n\n<li>\u5bfe\u8c61\u30c9\u30e1\u30a4\u30f3\u3084\u3069\u306e\u7a0b\u5ea6\u306e\u3053\u3068\u304c\u8d77\u3053\u308a\u3046\u308b\u306e\u304b\u3068\u3044\u3046\u610f\u5473\u3067\u3082\u30aa\u30fc\u30d7\u30f3\u3055\u306b\u3082\u3088\u308b\u306e\u3060\u308d\u3046\u304c\u3001LLM\u6642\u4ee3\u306b\u304a\u3044\u3066\u3082\u96e3\u3057\u3044\u90e8\u5206\u304c\u591a\u3044\u306e\u3060\u308d\u3046\u304b\u3002<\/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":[66,387],"class_list":["post-4553","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-class-incremental-learning","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4553","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=4553"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4553\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4553"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4553"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4553"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}