{"id":1932,"date":"2022-06-08T04:00:00","date_gmt":"2022-06-07T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1932"},"modified":"2022-06-08T04:00:00","modified_gmt":"2022-06-07T19:00:00","slug":"%e3%82%88%e3%82%8a%e5%8a%b9%e7%8e%87%e7%9a%84%e3%81%aadataset-condensation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1932","title":{"rendered":"\u3088\u308a\u52b9\u7387\u7684\u306aDataset Condensation"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Dataset Condensation via Efficient Synthetic-Data Parameterization\u00a0<\/strong>[40.6]<br>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6301\u3064\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u81a8\u5927\u306a\u8a08\u7b97\u30b3\u30b9\u30c8\u3068\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4fa1\u683c\u304c\u4f34\u3046\u3002 \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u51dd\u7e2e\u306b\u95a2\u3059\u308b\u6700\u8fd1\u306e\u7814\u7a76\u306f\u3001\u30b3\u30f3\u30d1\u30af\u30c8\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5408\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u3088\u3046\u306a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3078\u306e\u4f9d\u5b58\u3092\u6e1b\u3089\u305d\u3046\u3068\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u30c7\u30fc\u30bf\u898f\u5247\u6027\u3092\u8003\u616e\u3057\u305f\u52b9\u7387\u7684\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u5316\u306b\u3088\u308a,\u30b9\u30c8\u30ec\u30fc\u30b8\u4e88\u7b97\u306b\u5236\u9650\u306e\u3042\u308b\u8907\u6570\u306e\u5408\u6210\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b,\u65b0\u3057\u3044\u51dd\u7e2e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2205.14959v2\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2205.14959v2\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 2 Jun 2022 05:45:02 GMT)<ul><li>\u51dd\u7e2e\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3055\u3089\u306b\u8907\u6570\u7d44\u307f\u5408\u308f\u305b\u308b\u5f62\u3067\u7528\u3044\u3066\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u5236\u7d04\u306e\u3042\u308b\u72b6\u6cc1\u4e0b\u3067\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u304c\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u3092\u5408\u6210\u3059\u308b\u7814\u7a76\u3002<ul><li>Dataset condenstaion\u306f\u9762\u767d\u3044\u7814\u7a76\u3067\uff08\u6027\u80fd\u304c\u4e0a\u304c\u308c\u3070\uff09\u5b9f\u7528\u6027\u3082\u3042\u308a\u305d\u3046\u306a\u6c17\u304c\u3059\u308b\u304c\u3001\u3053\u3046\u3044\u3046\u30c7\u30fc\u30bf\u306b\u3082Poisoning\u3067\u304d\u305f\u308a\u3059\u308b\u306e\u3060\u308d\u3046\u304b\u3068\u3044\u3046\u7d20\u6734\u306a\u7591\u554f<\/li><\/ul><\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/snu-mllab\/efficient-dataset-condensation\">GitHub &#8211; snu-mllab\/Efficient-Dataset-Condensation: Official PyTorch implementation of &#8220;Dataset Condensation via Efficient Synthetic-Data Parameterization&#8221; (ICML&#8217;22)<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Dataset Condensation via Efficient Synthetic-Data Parameterization\u00a0[40.6]\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6301\u3064\u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u81a8\u5927\u306a\u8a08\u7b97\u30b3\u30b9\u30c8\u3068\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c1\u30e5\u30fc\u30cb\u30f3 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1932\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u3088\u308a\u52b9\u7387\u7684\u306aDataset Condensation&#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":[101,390,493],"class_list":["post-1932","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-dataset-condensation","tag-synthetic-data","tag-493"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1932","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=1932"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1932\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1932"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1932"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1932"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}