{"id":5866,"date":"2024-12-13T06:39:00","date_gmt":"2024-12-12T21:39:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5866"},"modified":"2024-12-13T06:39:00","modified_gmt":"2024-12-12T21:39:00","slug":"inst-it-boosting-multimodal-instance-understanding-via-explicit-visual-prompt-instruction-tuning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5866","title":{"rendered":"Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning\u00a0<\/strong>[125.8]<br>Inst-IT\u306f\u3001\u660e\u793a\u7684\u306a\u8996\u899a\u7684\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30b7\u30e7\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u901a\u3058\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u7406\u89e3\u306b\u304a\u3051\u308bLMM\u3092\u5f37\u5316\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308b\u3002 Inst-IT\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30ec\u30d9\u30eb\u306e\u7406\u89e3\u3092\u8a3a\u65ad\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001\u5927\u898f\u6a21\u547d\u4ee4\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u7d99\u7d9a\u7684\u547d\u4ee4\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d1\u30e9\u30c0\u30a4\u30e0\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.03565v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.03565v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 04 Dec 2024 18:58:10 GMT)<\/li>\n\n\n\n<li>\u52d5\u753b\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u3088\u3046\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30ec\u30d9\u30eb\u3067\u306e\u7406\u89e3\u3092\u884c\u3046\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u7b46\u8005\u3089\u306b\u3088\u3063\u3066Finetuning\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306fOSS\u306a\u3082\u306e\u3067\u306f\u9ad8\u6027\u80fd\u3060\u304c\u5546\u7528\u30ec\u30d9\u30eb\u306b\u306f\u53ca\u3093\u3067\u3044\u306a\u3044\u3002\u3068\u3044\u3046\u306e\u3068\u3053\u308c\u304c\u7d14\u7c8b\u306b\u96e3\u3057\u3044\u554f\u984c\u3067\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308b\u30b9\u30b3\u30a2\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/inst-it.github.io\/\">Inst-IT<\/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":[],"class_list":["post-5866","post","type-post","status-publish","format-standard","hentry","category-arxiv"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5866","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=5866"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5866\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5866"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5866"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5866"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}