{"id":738,"date":"2021-09-28T05:00:00","date_gmt":"2021-09-27T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=738"},"modified":"2021-09-28T05:00:00","modified_gmt":"2021-09-27T20:00:00","slug":"cptcross-modal-prompt-tuning-colorful-prompt-tuning%e7%94%bb%e5%83%8f-%e8%a8%80%e8%aa%9e%e3%81%ae%e3%83%97%e3%83%ad%e3%83%b3%e3%83%97%e3%83%88%e3%83%81%e3%83%a5%e3%83%bc%e3%83%8b%e3%83%b3","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=738","title":{"rendered":"CPT(Cross-modal Prompt Tuning \/ Colorful Prompt Tuning):\u753b\u50cf\/\u8a00\u8a9e\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models\u00a0<\/strong>[101.5]<br>\u6211\u3005\u306f\u3001\u8996\u899a\u8a00\u8a9e\u30e2\u30c7\u30eb(VL-PTM)\u3092\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u3067\u3042\u308bCPT(Cross-modal Prompt Tuning)\u3092\u63d0\u6848\u3059\u308b\u3002 CPT\u306f\u3001\u753b\u50cf\u3068\u30c6\u30ad\u30b9\u30c8\u306b\u304a\u3051\u308b\u8272\u306b\u57fa\u3065\u304f\u5171\u53c2\u7167\u30de\u30fc\u30ab\u30fc\u3092\u7528\u3044\u3066\u3001\u8996\u899a\u7684\u306a\u63a5\u70b9\u3092\u30d6\u30e9\u30f3\u30af\u306e\u88dc\u9593\u554f\u984c\u306b\u4fee\u6b63\u3057\u3001\u30ae\u30e3\u30c3\u30d7\u3092\u6700\u5927\u306b\u8efd\u6e1b\u3059\u308b\u3002 \u7dcf\u5408\u7684\u306a\u5b9f\u9a13\u7d50\u679c\u304b\u3089\u3001VL-PTM(Pre-Trained Vision-Language Models)\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u7d30\u8abf\u6574\u3055\u308c\u305fVL-PTM\u3088\u308a\u3082\u5927\u304d\u306a\u30de\u30fc\u30b8\u30f3\u3067\u512a\u308c\u3066\u3044\u305f\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2109.11797v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2109.11797v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 24 Sep 2021 08:07:29 GMT)<ul><li>\u300c\u753b\u50cf\u4e2d\u306e\u53c2\u7167\u9818\u57df\u3092\u7279\u5b9a\u306e\u8272\u3067\u5857\u308a\u3064\u3076\u3059\u300d\uff0b\u300c\u30c6\u30ad\u30b9\u30c8\u90e8\u5206\u306b\u3082\u5bfe\u5fdc\u3059\u308b\u8272\u3092\u5165\u308c\u308b\u300d\u3053\u3068\u306b\u3088\u308a\u753b\u50cf\u3068\u30c6\u30ad\u30b9\u30c8\u3092\u7d50\u3073\u3064\u3051\u308b\u4e8b\u3067visual grounding\u554f\u984c\u3092\u7a74\u57cb\u3081\u554f\u984c\u306b\u518d\u69cb\u6210\u3057\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5b9f\u73fe\uff08\u8ad6\u6587\u306e\u56f3\u3092\u898b\u308b\u306e\u304c\u5206\u304b\u308a\u3084\u3059\u3044\uff09\u3002Few-shot\u3068Zero-shot\u306e\u8a2d\u5b9a\u3067\u306ffine tuning\u3092\u4e0a\u56de\u308b\u6027\u80fd\u3068\u306e\u3053\u3068\u3002<ul><li>\u672c\u5f53\u306b\u3067\u304d\u308b\u306e\u304b\uff1f\u3068\u601d\u3046\u304f\u3089\u3044\u9762\u767d\u3044\u6210\u679c\u3002<\/li><\/ul><\/li><li>\u30c7\u30fc\u30bf\u3068\u30b3\u30fc\u30c9\u304c\u516c\u958b\u3055\u308c\u308b\u3068\u306e\u3053\u3068\u3067\u8a73\u7d30\u306f\u305d\u308c\u3092\u78ba\u8a8d\u3057\u305f\u3044\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models\u00a0[101.5]\u6211\u3005\u306f\u3001\u8996\u899a\u8a00\u8a9e\u30e2\u30c7\u30eb(VL-PTM)\u3092\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30d1\u30e9 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=738\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;CPT(Cross-modal Prompt Tuning \/ Colorful Prompt Tuning):\u753b\u50cf\/\u8a00\u8a9e\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0&#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":[86,567],"class_list":["post-738","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-cross-modal","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/738","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=738"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/738\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=738"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=738"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=738"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}