{"id":1676,"date":"2022-03-29T04:00:00","date_gmt":"2022-03-28T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1676"},"modified":"2022-03-29T04:00:00","modified_gmt":"2022-03-28T19:00:00","slug":"%e5%b0%8f%e3%81%95%e3%81%aa%e3%83%87%e3%83%bc%e3%82%bf%e3%81%a7%e5%8a%b9%e7%8e%87%e7%9a%84%e3%81%ab%e5%ad%a6%e7%bf%92%e3%81%99%e3%82%8b%e3%81%9f%e3%82%81%e3%81%aedataset-distillation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1676","title":{"rendered":"\u5c0f\u3055\u306a\u30c7\u30fc\u30bf\u3067\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306eDataset distillation"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Dataset Distillation by Matching Training Trajectories\u00a0<\/strong>[75.9]<br>\u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f,\u5b9f\u30c7\u30fc\u30bf\u3068\u540c\u3058\u3088\u3046\u306a\u72b6\u614b\u306b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u8a98\u5c0e\u3059\u308b\u305f\u3081\u306b,\u84b8\u7559\u30c7\u30fc\u30bf\u3092\u6700\u9069\u5316\u3059\u308b\u65b0\u3057\u3044\u5b9a\u5f0f\u5316\u3092\u63d0\u6848\u3059\u308b\u3002 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u4e0e\u3048\u3089\u308c\u305f\u3089\u3001\u84b8\u7559\u30c7\u30fc\u30bf\u3092\u4f55\u56de\u304b\u7e70\u308a\u8fd4\u3057\u3066\u8a13\u7df4\u3057\u3001\u5408\u6210\u8a13\u7df4\u3055\u308c\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u5b9f\u30c7\u30fc\u30bf\u3067\u8a13\u7df4\u3055\u308c\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u3068\u306e\u8ddd\u96e2\u306b\u95a2\u3057\u3066\u84b8\u7559\u30c7\u30fc\u30bf\u3092\u6700\u9069\u5316\u3059\u308b\u3002 \u672c\u624b\u6cd5\u306f\u65e2\u5b58\u306e\u624b\u6cd5\u3088\u308a\u3082\u512a\u308c\u3066\u304a\u308a,\u9ad8\u89e3\u50cf\u5ea6\u306e\u8996\u899a\u30c7\u30fc\u30bf\u3092\u84b8\u7559\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2203.11932v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2203.11932v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 22 Mar 2022 17:58:59 GMT)<ul><li>\u591a\u304f\u306e\u753b\u50cf\u3092\u7528\u3044\u3066\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u53ef\u80fd\u306a\u5408\u6210\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u7814\u7a76\u3002<ul><li>Deep Learning\u7684\u306b\u306f\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u53ef\u80fd\u3067\u3082\u3084\u3084\u4e0d\u6c17\u5473\u306a\u753b\u50cf\u3067\u306f\u3042\u308b\u30fb\u30fb\u30fb<\/li><\/ul><\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/georgecazenavette.github.io\/mtt-distillation\/\">Dataset Distillation by Matching Training Trajectories (georgecazenavette.github.io)<\/a>\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u63d0\u4f9b\u3082\u3055\u308c\u3066\u3044\u308b<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Dataset Distillation by Matching Training Trajectories\u00a0[75.9]\u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f,\u5b9f\u30c7\u30fc\u30bf\u3068\u540c\u3058\u3088\u3046\u306a\u72b6\u614b\u306b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u8a98\u5c0e\u3059\u308b\u305f\u3081\u306b,\u84b8\u7559\u30c7\u30fc\u30bf\u3092\u6700\u9069\u5316\u3059\u308b\u65b0 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1676\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u5c0f\u3055\u306a\u30c7\u30fc\u30bf\u3067\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306eDataset distillation&#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":[102,146,635],"class_list":["post-1676","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-dataset-distillation","tag-fewshot","tag-635"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1676","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=1676"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1676\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}