{"id":59974,"date":"2021-03-26T10:58:18","date_gmt":"2021-03-26T01:58:18","guid":{"rendered":"https:\/\/smilegate.ai\/?p=59974"},"modified":"2021-03-26T10:58:20","modified_gmt":"2021-03-26T01:58:20","slug":"ganspace","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2021\/03\/26\/ganspace\/","title":{"rendered":"GAN\u6a21\u578b\uff08GANSpace\uff09\u7684\u53ef\u5206\u6790\u63a7\u5236\u65b9\u6cd5"},"content":{"rendered":"<p>\u4f5c\u4e3a\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u56fe\u50cf\u751f\u6210\u65b9\u6cd5\uff0cGAN\u4ea7\u751f\u4e86\u8bb8\u591a\u60ca\u4eba\u7684\u7ed3\u679c\u3002\u7279\u522b\u662f\uff0c\u901a\u8fc7\u5728\u5b66\u4e60\u540e\u66f4\u6539\u6f5c\u77e2\u91cf\uff0c\u53ef\u4ee5\u8fdb\u884c\u5177\u6709\u8bb8\u591a\u6709\u610f\u4e49\u542b\u4e49\u7684\u66f4\u6539\uff0c\u56e0\u6b64\u60a8\u53ef\u80fd\u4f1a\u8ba4\u4e3a\u6f5c\u7a7a\u95f4\u4e0d\u4ec5\u662f\u968f\u673a\u7684\u77e2\u91cf\u7a7a\u95f4\uff0c\u800c\u4e14\u8fd8\u53ef\u4ee5\u5f88\u597d\u5730\u8868\u8fbe\u56fe\u50cf\u7684\u89c6\u89c9\u542b\u4e49\u3002 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Research\u548cNVIDIA\u7684\u8054\u5408\u7814\u7a76\u9879\u76eeGANSpace\u4e2d\uff0c\u5c06PCA\u5e94\u7528\u4e8e\u6f5c\u5728\u7a7a\u95f4\u6216\u7c7b\u4f3c\u7684\u4fee\u9970\u5411\u91cf\u7a7a\u95f4\uff0c\u4ee5\u63d0\u53d6\u591a\u4e2a\u4e3b\u6210\u5206\u5411\u91cf\uff0c\u7136\u540e\u6cbf\u4e3b\u5206\u91cf\u77e2\u91cf\u65b9\u5411\u7684\u77e2\u91cf\u5df2\u7ecf\u663e\u793a\u51fa\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u66f4\u6539\u8f7b\u677e\u5730\u5728\u6240\u9700\u65b9\u5411\u4e0a\u521b\u5efa\u89c6\u89c9\u53d8\u6362\u3002\u5bf9StyleGAN\u548cBigGAN\u8fdb\u884c\u4e86\u7814\u7a76\uff0c\u7531\u4e8e\u4e24\u79cd\u6a21\u578b\u4e4b\u95f4\u7684\u7ed3\u6784\u5dee\u5f02\uff0c\u5e94\u7528\u4e86\u7a0d\u6709\u4e0d\u540c\u7684\u6280\u672f\uff0c\u4f46\u662f\u57fa\u672c\u4e0a\u53ef\u4ee5\u91c7\u7528\u76f8\u4f3c\u7684\u63a7\u5236\u65b9\u6cd5\u3002\u7279\u522b\u5730\uff0c\u7531\u4e8e\u5c06PCA\u5e94\u7528\u4e8e\u5148\u524d\u8bad\u7ec3\u6a21\u578b\u7684\u6f5c\u5728\u7a7a\u95f4\u6216\u7279\u5f81\u7a7a\u95f4\uff0c\u56e0\u6b64\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u3002<\/p>\n\n\n\n<p>\u5728GANSpace github\u5b58\u50a8\u5e93\u4e2d\uff0c\u7528\u4e8e\u53ef\u89c6\u5316\u5206\u6790\u7ed3\u679c\u7684\u4ea4\u4e92\u5f0f\u6f14\u793a\u548c\u5de5\u5177\u662f\u516c\u5f00\u53ef\u7528\u7684\uff0c\u5e76\u4e14GAN\u6a21\u578b\u652f\u6301ProGAN\uff0cBigGAN-512\uff0cBigGAN-256\uff0cBigGAN-128\uff0cStyleGAN\u548cStyleGAN2\u3002\u8fd9\u662fGANSpace github\u5b58\u50a8\u5e93\u7684\u94fe\u63a5\u3002  <\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"vlp-link-container vlp-layout-basic wp-block-visual-link-preview-link\"><a href=\"https:\/\/github.com\/harskish\/ganspace\" class=\"vlp-link\" title=\"\u79c1\u8bed\/ ganspace\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/avatars.githubusercontent.com\/u\/9464760?s=400&amp;v=4\" style=\"max-width: 150px; max-height: 150px\" alt=\"\"><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">\u79c1\u8bed\/ ganspace<\/div><div class=\"vlp-block-1 vlp-link-summary\">\u53d1\u73b0\u53ef\u89e3\u91ca\u7684GAN\u63a7\u4ef6[NeurIPS 2020] \u2013 harskish \/ ganspace<\/div><\/div><\/div><div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_59974\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2021\/03\/26\/ganspace\/\"  data-item_title=\"GAN \ubaa8\ub378\uc758 \ud574\uc11d \uac00\ub2a5\ud55c \uc81c\uc5b4 \ubc29\ubc95 (GANSpace)\"  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--><\/div>","protected":false},"author":1,"featured_media":59976,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[16,196],"tags":[469,470],"class_list":["post-59974","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech01","category-code","tag-ganspace","tag-latent-space","category-16","category-196","description-off"],"_links":{"self":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/59974","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/comments?post=59974"}],"version-history":[{"count":2,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/59974\/revisions"}],"predecessor-version":[{"id":59977,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/59974\/revisions\/59977"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media\/59976"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=59974"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=59974"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=59974"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}