{"id":3911,"date":"2023-10-09T06:03:00","date_gmt":"2023-10-08T21:03:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3911"},"modified":"2023-10-09T06:03:00","modified_gmt":"2023-10-08T21:03:00","slug":"gpt-4v-llava-1-5","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3911","title":{"rendered":"GPT-4V, LLaVA-1.5"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><\/ul>\n\n\n\n<p>GPT-4V\u306e\u767b\u5834\u3067\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u306e\u6d3b\u7528\u304c\u4e00\u6c17\u306b\u9032\u3080\u611f\u304c\u3042\u308b\u3002\u3055\u3089\u306b\u30aa\u30fc\u30d7\u30f3\u306a\u53d6\u308a\u7d44\u307f\u3082\u9032\u3093\u3067\u304a\u308a\u671f\u5f85\u304c\u5927\u304d\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)\u00a0<\/strong>[121.4]<br>\u5927\u898f\u6a21\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb(LMM)\u306f\u3001\u3088\u308a\u5f37\u529b\u306a\u6c4e\u7528\u77e5\u6027\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u8996\u899a\u7684\u7406\u89e3\u306a\u3069\u306e\u591a\u611f\u899a\u30b9\u30ad\u30eb\u3092\u5099\u3048\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u62e1\u5f35\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,GPT-4V\u306e\u80fd\u529b\u306e\u8cea\u3068\u6c4e\u7528\u6027\u3092\u8abf\u67fb\u3059\u308b\u30c6\u30b9\u30c8\u30b5\u30f3\u30d7\u30eb\u3092\u542b\u3080,GPT-4V\u304c\u5b9f\u884c\u53ef\u80fd\u306a\u8208\u5473\u6df1\u3044\u30bf\u30b9\u30af\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u3002 GPT-4V\u306e\u4efb\u610f\u306e\u30a4\u30f3\u30bf\u30fc\u30ea\u30fc\u30d6\u3055\u308c\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b\u51e6\u7406\u306b\u304a\u3051\u308b\u524d\u4f8b\u306e\u306a\u3044\u80fd\u529b\u3068\u3001\u305d\u306e\u80fd\u529b\u306e\u6c4e\u7528\u6027\u306f\u3001GPT-4V\u3092\u5f37\u529b\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30b8\u30a7\u30cd\u30e9\u30ea\u30b9\u30c8\u30b7\u30b9\u30c6\u30e0\u306b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2309.17421v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2309.17421v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 29 Sep 2023 17:34:51 GMT)<\/li>\n\n\n\n<li>GPT-4V(ision)\u306eMS\u306e\u3088\u308b\u8a55\u4fa1\u3002Vision\u306e\u7d71\u5408\u306f\u81ea\u7136\u306a\u62e1\u5f35\u3067\u3042\u308a\u3001\u4eca\u307e\u3067\u3082\u7814\u7a76\u3055\u308c\u7d9a\u3051\u3066\u304d\u305f\u5206\u91ce\u3067\u306f\u3042\u308b\u304c\u3001GPT-4V\u306f\u5f37\u529b\u306a\u30ec\u30d9\u30eb\u306b\u306a\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Improved Baselines with Visual Instruction Tuning\u00a0<\/strong>[79.3]<br>LLaVA\u306e\u5b8c\u5168\u63a5\u7d9a\u578b\u30d3\u30b8\u30e7\u30f3\u6307\u5411\u30af\u30ed\u30b9\u30e2\u30fc\u30c0\u30eb\u30b3\u30cd\u30af\u30bf\u306f\u9a5a\u304f\u307b\u3069\u5f37\u529b\u3067,\u30c7\u30fc\u30bf\u52b9\u7387\u304c\u3088\u3044\u3053\u3068\u3092\u793a\u3059\u3002 11\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u6700\u5148\u7aef\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u3001\u3088\u308a\u5f37\u529b\u306a\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3092\u78ba\u7acb\u3057\u307e\u3059\u3002 \u6700\u5f8c\u306e13B\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u306f1.2\u4e07\u306e\u516c\u958b\u30c7\u30fc\u30bf\u306e\u307f\u3092\u4f7f\u7528\u3057\u3001\u5358\u4e00\u306e8-A100\u30ce\u30fc\u30c9\u30671\u65e5\u3067\u30d5\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u7d42\u3048\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2310.03744v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2310.03744v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 5 Oct 2023 17:59:56 GMT)<\/li>\n\n\n\n<li>OSS\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u3001LLaVA-1.5\u306e\u8ad6\u6587\u3002\u591a\u304f\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067SoTA\u3092\u4e3b\u5f35\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u3001\u30c7\u30e2\u306f<a href=\"https:\/\/llava-vl.github.io\/\">LLaVA (llava-vl.github.io)<\/a>\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/haotian-liu\/LLaVA\">GitHub &#8211; haotian-liu\/LLaVA: Visual Instruction Tuning: Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>GPT-4V\u306e\u767b\u5834\u3067\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u306e\u6d3b\u7528\u304c\u4e00\u6c17\u306b\u9032\u3080\u611f\u304c\u3042\u308b\u3002\u3055\u3089\u306b\u30aa\u30fc\u30d7\u30f3\u306a\u53d6\u308a\u7d44\u307f\u3082\u9032\u3093\u3067\u304a\u308a\u671f\u5f85\u304c\u5927\u304d\u3044\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[175,223,524],"class_list":["post-3911","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gpt-4","tag-llm","tag-524"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3911","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=3911"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3911\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3911"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3911"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3911"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}