{"id":4877,"date":"2024-05-20T04:35:00","date_gmt":"2024-05-19T19:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4877"},"modified":"2024-05-20T04:35:00","modified_gmt":"2024-05-19T19:35:00","slug":"many-shot-in-context-learning-in-multimodal-foundation-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4877","title":{"rendered":"Many-Shot In-Context Learning in Multimodal Foundation Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Many-Shot In-Context Learning in Multimodal Foundation Models\u00a0<\/strong>[4.8]<br>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30d5\u30a1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092,\u5c11\u6570\u30b7\u30e7\u30c3\u30c8\u304b\u3089\u591a\u30b7\u30e7\u30c3\u30c8ICL\u307e\u3067\u8a55\u4fa1\u3057\u305f\u3002 \u30de\u30eb\u30c1\u30b7\u30e7\u30c3\u30c8ICL\u306f\u3001\u5168\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u308f\u305f\u308b\u5c11\u6570\u30b7\u30e7\u30c3\u30c8(100\u4f8b)\u306eICL\u3068\u6bd4\u8f03\u3057\u3066\u3001\u5927\u5e45\u306b\u6539\u5584\u3055\u308c\u308b\u3002 \u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u3068\u30de\u30eb\u30c1\u30b7\u30e7\u30c3\u30c8\u306eICL\u3067\u306f,\u6700\u592750\u306e\u30af\u30a8\u30ea\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2405.09798v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2405.09798v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 16 May 2024 04:02:43 GMT)<\/li>\n\n\n\n<li>MLLM\u306e\u8a55\u4fa1\u3001\u8a55\u4fa1\u5bfe\u8c61\u306bGPT-4o\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u304c\u9a5a\u304d\u3001\u5bfe\u5fdc\u304c\u901f\u3044\u3002\u5168\u822c\u7684\u306bMany shot\u306b\u306f\u52b9\u679c\u304c\u3042\u308b\u3088\u3046\u3002GPT-4o\u3068Gemini Pro\u306e\u6bd4\u8f03\u3067\u306fGPT-4o\u304c\u512a\u4f4d\u3067\u306a\u3044\u30bf\u30b9\u30af\u3082\u591a\u3044\u3002\u307e\u305f\u3001ManyShot\u3067\u306e\u7279\u6027\u3082\u304b\u306a\u308a\u7570\u306a\u308b\u3088\u3046\u306b\u307f\u3048\u308b\u306e\u304c\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/stanfordmlgroup\/ManyICL\">GitHub &#8211; stanfordmlgroup\/ManyICL<\/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":[200,251],"class_list":["post-4877","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-in-context-learning","tag-mllm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4877","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=4877"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4877\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4877"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4877"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}