{"id":1841,"date":"2022-05-10T04:00:00","date_gmt":"2022-05-09T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1841"},"modified":"2022-05-10T04:00:00","modified_gmt":"2022-05-09T19:00:00","slug":"flamingo-deepmind%e3%81%aevisual-language-modelsvlm","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1841","title":{"rendered":"Flamingo: DeepMind\u306eVisual Language Models(VLM)"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Flamingo: a Visual Language Model for Few-Shot Learning\u00a0<\/strong>[95.9]<br>\u3053\u306e\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u8a00\u8a9e\u30e2\u30c7\u30eb(VLM)\u306e\u30d5\u30a1\u30df\u30ea\u30fc\u3067\u3042\u308bFlamingo\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u67d4\u8edf\u6027\u306e\u304a\u304b\u3052\u3067\u3001Flamingo\u30e2\u30c7\u30eb\u306f\u5927\u898f\u6a21\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebWeb\u30b3\u30fc\u30d1\u30b9\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u308b\u3002 \u4e00\u3064\u306eFlamingo\u30e2\u30c7\u30eb\u304c\u3001\u6570\u30b7\u30e7\u30c3\u30c8\u306e\u5b66\u7fd2\u3067\u65b0\u3057\u3044\u6700\u5148\u7aef\u306e\u6280\u8853\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2204.14198v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2204.14198v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 29 Apr 2022 16:29:01 GMT)<ul><li>DeepMind\u306e\u5927\u898f\u6a21VLM\u3002\u4e0b\u8a1816\u30bf\u30b9\u30af\u5168\u3066\u3067few-shot\u3067\u306eSoTA\u3001\u304a\u3088\u30736\u3064\u306e\u30bf\u30b9\u30af\u3067fine tuning\u4ee5\u4e0a\u306e\u7d50\u679c\u3092\u4e3b\u5f35\u3002<ul><li>NextQA<\/li><li>iVQA<\/li><li>Flick30K<\/li><li>STAR<\/li><li>MSVDQA<\/li><li>OKVQA<\/li><li>HatefulMemes<\/li><li>VizWiz<\/li><li>VATEX<\/li><li>VQAv2<\/li><li>COCO<\/li><li>VisDial<\/li><li>TextVQA<\/li><li>MSRVTTQA<\/li><li>YouCook2<\/li><li>RareAct\u3000\u203bfine tuning\u306e\u7d50\u679c\u304c\u5f97\u3089\u308c\u3066\u3044\u306a\u3044\u305f\u3081\u8ad6\u6587\u4e2d\u3067\u306f\u7701\u7565\u3068\u306e\u3053\u3068<\/li><\/ul><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Flamingo: a Visual Language Model for Few-Shot Learning\u00a0[95.9]\u3053\u306e\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u8a00\u8a9e\u30e2\u30c7\u30eb(VLM)\u306e\u30d5\u30a1\u30df\u30ea\u30fc\u3067\u3042\u308bFlamingo\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002  &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1841\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Flamingo: DeepMind\u306eVisual Language Models(VLM)&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/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":[524,567],"class_list":["post-1841","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-524","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1841","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=1841"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1841\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1841"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1841"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1841"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}