{"id":3034,"date":"2023-03-23T05:26:00","date_gmt":"2023-03-22T20:26:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3034"},"modified":"2023-03-23T05:26:00","modified_gmt":"2023-03-22T20:26:00","slug":"cafo-cascade-of-foundation-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3034","title":{"rendered":"CaFo: Cascade of Foundation models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners&nbsp;<\/strong>[55.1]<br>CaFo\u306f\u3001\u69d8\u3005\u306a\u4e8b\u524d\u5b66\u7fd2\u30d1\u30e9\u30c0\u30a4\u30e0\u306e\u69d8\u3005\u306a\u4e8b\u524d\u77e5\u8b58\u3092\u53d6\u308a\u5165\u308c\u305f\u3001\u30d5\u30a1\u30a6\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u306e\u30ab\u30b9\u30b1\u30fc\u30c9\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002 \u79c1\u305f\u3061\u306eCaFo\u306b\u306f\u3001CLIP\u306e\u8a00\u8a9e\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u77e5\u8b58\u3001DINO\u306e\u8996\u899a\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u77e5\u8b58\u3001DALL-E\u306e\u8996\u899a\u751f\u6210\u77e5\u8b58\u3001GPT-3\u306e\u8a00\u8a9e\u751f\u6210\u77e5\u8b58\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2303.02151v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2303.02151v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Fri, 3 Mar 2023 18:58:16 GMT)<\/li>\n\n\n\n<li>Foundation\u30e2\u30c7\u30eb\u3092\u8907\u6570\u4f7f\u3046\u3053\u3068\u306b\u3088\u308afew shot\u3067\u306e\u753b\u50cf\u5206\u985e\u3067\u512a\u308c\u305f\u6027\u80fd\u3092\u5b9f\u73fe\u3002\u5bc4\u305b\u96c6\u3081\u611f\u3082\u3042\u308b\u304c\u3061\u3083\u3093\u3068\u6027\u80fd\u304c\u5411\u4e0a\u3057\u3066\u3044\u3066\u5404\u30e2\u30c7\u30eb\u306e\u77e5\u8b58\u304c\u5f15\u304d\u51fa\u305b\u3066\u3044\u308b\u306e\u304c\u9762\u767d\u3044\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/github.com\/zrrskywalker\/cafo\">GitHub &#8211; ZrrSkywalker\/CaFo: [CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners<\/a><\/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":[153,223],"class_list":["post-3034","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-foundation-models","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3034","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=3034"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3034\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3034"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3034"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3034"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}