{"url":"https://htn20190109.hatenablog.com/entry/2026/01/03/144321","categories":["DL"],"html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fhtn20190109.hatenablog.com%2Fentry%2F2026%2F01%2F03%2F144321\" title=\"\u534a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u81ea\u5df1\u6559\u5e2b\u3042\u308a\u5b66\u7fd2 - HTN20190109\u306e\u65e5\u8a18\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","author_url":"https://blog.hatena.ne.jp/HTN20190109/","height":"190","description":"\u30fb\u534a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u30e9\u30d9\u30eb\u3042\u308a\u30c7\u30fc\u30bf\u304c\u5c11\u91cf\u3067\u30e9\u30d9\u30eb\u306a\u3057\u30c7\u30fc\u30bf\u304c\u5927\u91cf\u306e\u5834\u5408\u4ee3\u8868\u7684\u306a\u624b\u6cd5(1) \u4e00\u8cab\u6027\u6b63\u5247\u5316 ( consistency regularization ) \u30e9\u30d9\u30eb\u306e\u306a\u3044\u30c7\u30fc\u30bf\u3092\u3001\u6b63\u89e3\u30e9\u30d9\u30eb\u304c\u5909\u308f\u3089\u306a\u3044\u7bc4\u56f2\u3067\u5909\u52d5\u3055\u305b\u3066\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u51fa\u529b\u304c\u306a\u308b\u3079\u304f\u5909\u5316\u3057\u306a\u3044\u3088\u3046\u306b\u5236\u7d04\u3092\u8a2d\u3051\u308b (2) \u7591\u4f3c\u30e9\u30d9\u30eb ( pseudo label ) \u30e9\u30d9\u30eb\u306a\u3057\u30c7\u30fc\u30bf\u306b\u4eee\u60f3\u7684\u306a\u30e9\u30d9\u30eb\u3092\u4ed8\u4e0e\u3057\u3066\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3092\u9069\u7528\u3059\u308b (3) \u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u6700\u5c0f\u5316 ( entropy minimization ) \u30e9\u30d9\u30eb\u306e\u306a\u3044\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u51fa\u529b\u3059\u308b\u4e88\u6e2c\u5206\u5e03\u306e\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u304c\u5c0f\u3055\u304f\u306a\u308b\u3088\u3046\u306b\u3059\u308b \u30fb\u81ea\u5df1\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u30e9\u30d9\u30eb\u2026","provider_url":"https://hatena.blog","width":"100%","provider_name":"Hatena Blog","image_url":null,"blog_title":"HTN20190109\u306e\u65e5\u8a18","blog_url":"https://htn20190109.hatenablog.com/","version":"1.0","author_name":"HTN20190109","type":"rich","title":"\u534a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3068\u81ea\u5df1\u6559\u5e2b\u3042\u308a\u5b66\u7fd2","published":"2026-01-03 14:43:21"}