{"id":4861,"date":"2024-05-21T01:22:00","date_gmt":"2024-05-20T16:22:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4861"},"modified":"2024-05-21T01:22:00","modified_gmt":"2024-05-20T16:22:00","slug":"a-survey-of-time-series-foundation-models-generalizing-time-series-representation-with-large-language-mode","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4861","title":{"rendered":"A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Mode"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Mode\u00a0<\/strong>[33.2]<br>\u4f1d\u7d71\u7684\u306a\u6642\u7cfb\u5217\u30e2\u30c7\u30eb\u306f\u30bf\u30b9\u30af\u56fa\u6709\u3067\u3042\u308a\u3001\u7279\u7570\u306a\u6a5f\u80fd\u3068\u9650\u5b9a\u7684\u306a\u4e00\u822c\u5316\u80fd\u529b\u3092\u5099\u3048\u3066\u3044\u308b\u3002 \u5927\u898f\u6a21\u306a\u8a00\u8a9e\u57fa\u76e4\u30e2\u30c7\u30eb\u306f\u3001\u30af\u30ed\u30b9\u30bf\u30b9\u30af\u8ee2\u9001\u6027\u3001\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\/\u30d5\u30a7\u30fc\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2\u3001\u610f\u601d\u6c7a\u5b9a\u8aac\u660e\u6027\u3068\u3044\u3063\u305f\u3001\u76ee\u899a\u307e\u3057\u3044\u6a5f\u80fd\u3092\u516c\u958b\u3057\u305f\u3002 \u672c\u8abf\u67fb\u306f,\u95a2\u9023\u7814\u7a76\u306e\u7dcf\u5408\u7684\u306a\u8abf\u67fb\u3092\u884c\u3046\u305f\u3081\u306e3E\u5206\u6790\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2405.02358v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2405.02358v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 03 May 2024 03:12:55 GMT)<\/li>\n\n\n\n<li>\u6642\u7cfb\u5217\u5206\u6790\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u30b5\u30fc\u30d9\u30a4\u3002LLM\u304b\u3089\u6d3e\u751f\u3055\u305b\u3066\u3044\u308b\u30e2\u30c7\u30eb\u3082\u591a\u3044\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/devneko.jp\/wordpress\/?p=4828\">Why Tabular Foundation Models Should Be a Research Priority \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb (devneko.jp)<\/a>\u3067\u3082\u601d\u3063\u305f\u304c\u6c4e\u7528\u7684\u77e5\u8b58\u304c\u3069\u306e\u304f\u3089\u3044\u3042\u308b\u306e\u304b\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3002<\/li>\n\n\n\n<li>\u8ad6\u6587\u7b49\u304c<a href=\"https:\/\/github.com\/start2020\/Awesome-TimeSeries-LLM-FM\">GitHub &#8211; start2020\/Awesome-TimeSeries-LLM-FM: The collection of resources about LLM for Time series tasks<\/a>\u306b\u307e\u3068\u307e\u3063\u3066\u3044\u308b<\/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":[387,595],"class_list":["post-4861","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-595"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4861","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=4861"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4861\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4861"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4861"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}