{"id":5640,"date":"2024-10-23T03:11:00","date_gmt":"2024-10-22T18:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5640"},"modified":"2024-10-23T03:11:00","modified_gmt":"2024-10-22T18:11:00","slug":"transagent-transfer-vision-language-foundation-models-with-heterogeneous-agent-collaboration","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5640","title":{"rendered":"TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration\u00a0<\/strong>[33.9]<br>\u8996\u899a\u8a00\u8a9e\u57fa\u790e\u30e2\u30c7\u30eb(CLIP\u306a\u3069)\u306f\u3001\u5927\u898f\u6a21\u306a\u753b\u50cf\u30c6\u30ad\u30b9\u30c8\u4e8b\u524d\u5b66\u7fd2\u306b\u3088\u308a\u3001\u8ee2\u9001\u5b66\u7fd2\u306b\u304a\u3051\u308b\u305d\u306e\u80fd\u529b\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u5206\u96e2\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u77e5\u8b58\u3092\u7d71\u4e00\u7684\u306b\u4f1d\u9054\u3059\u308b,\u6c4e\u7528\u7684\u3067\u7c21\u6f54\u306aTransAgent\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u308f\u308c\u308f\u308c\u306eTransAgent\u306f\u300111\u306e\u8996\u899a\u7684\u8a8d\u8b58\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4e0a\u3067\u6700\u5148\u7aef\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u9054\u6210\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.12183v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.12183v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 16 Oct 2024 03:01:44 GMT)<\/li>\n\n\n\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u30e2\u30c7\u30eb\u306e\u7d71\u5408\u3001\u300cBy adaptively integrating the external knowledge of agents from different modalities via MoA gating mechanism, TransAgent achieves state-of-the-art performance on 11 datasets under the low-shot scenarios.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/markywg\/transagent\">GitHub &#8211; markywg\/transagent: [NeurIPS 2024] TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration<\/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":[15,250],"class_list":["post-5640","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-agent","tag-mixture-of-experts"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5640","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=5640"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5640\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5640"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5640"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}