{"blog_title":"Re:\u30bc\u30ed\u304b\u3089\u59cb\u3081\u308bML\u751f\u6d3b","height":"190","description":"\u8ad6\u6587 \u8457\u8005 \u80cc\u666f \u76ee\u7684\u3068\u30a2\u30d7\u30ed\u30fc\u30c1 \u76ee\u7684 \u30a2\u30d7\u30ed\u30fc\u30c1 \u63d0\u6848\u624b\u6cd5 PGGAN\uff08Progressive Growing of GANs\uff09 \u30df\u30cb\u30d0\u30c3\u30c1\u6a19\u6e96\u504f\u5dee\u3092\u6d3b\u7528\u3057\u305f\u591a\u69d8\u6027\u306e\u5411\u4e0a \u88dc\u8db3 Generator\u3068Discriminator\u306e\u6b63\u898f\u5316 Equalized learning rate Pixelwise feature vector normalization in generator \u30de\u30eb\u30c1\u30b9\u30b1\u30fc\u30eb\u306b\u304a\u3051\u308b\u7d71\u8a08\u7684\u985e\u4f3c\u6027\u306e\u4f7f\u7528 \u88dc\u8db3 \u8a55\u4fa1 \u7d71\u8a08\u7684\u985e\u4f3c\u5ea6\u306b\u95a2\u3059\u308b\u8a55\u4fa1 \u53ce\u675f\u53ca\u3073\u5b66\u7fd2\u30b9\u30d4\u30fc\u30c9 CelebA\u3092\u7528\u3044\u305f\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u306e\u751f\u6210 LSUN\u306e\u7d50\u679c \u5b9f\u88c5 \u304a\u307e\u3051 \u8ad6\u6587 https://arxiv.or\u2026","width":"100%","title":"\u3010\u8ad6\u6587\u30e1\u30e2:PGGAN\u3011Progressive Growing of GANs for Improved Quality, Stability, and Variation","type":"rich","author_name":"nogawanogawa","provider_url":"https://hatena.blog","blog_url":"https://www.nogawanogawa.com/","published":"2018-06-03 22:38:49","author_url":"https://blog.hatena.ne.jp/nogawanogawa/","categories":["\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af","GAN","\u8ad6\u6587\u30e1\u30e2"],"url":"https://www.nogawanogawa.com/entry/pggan","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fwww.nogawanogawa.com%2Fentry%2Fpggan\" title=\"\u3010\u8ad6\u6587\u30e1\u30e2:PGGAN\u3011Progressive Growing of GANs for Improved Quality, Stability, and Variation - Re:\u30bc\u30ed\u304b\u3089\u59cb\u3081\u308bML\u751f\u6d3b\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/n/nogawanogawa/20180528/20180528215414.jpg","version":"1.0","provider_name":"Hatena Blog"}