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src=\"https:\/\/blog.konata.vip\/wp-content\/uploads\/2021\/01\/classvis.png\" alt=\"\" \/><\/p>\n<p>\u8fd9\u4e2a\u7cfb\u5217\u7684\u7167\u7247\u771f\u7684\u592a\u7cbe\u6c61\u4e86\uff0c\u6211\u5fc5\u987b\u5f3a\u8c03\u8fd9\u662f\u5f88\u65e9\u671f\u7684\u7814\u7a76\u6548\u679c\u4e86\uff01\u602a\u6211\u8fd9\u7bc7\u62d6\u4e86\u592a\u4e45\uff01<\/p>\n<p>\u806a\u660e\u7684\u8bfb\u8005\u4eec\u4e00\u5b9a\u53ef\u4ee5\u60f3\u5230\u73b0\u5728\u5b8c\u5168\u53ef\u4ee5\u5229\u7528GAN\u6765\u521b\u9020\u66f4\u597d\u7684\u7ed3\u679c\uff0c\u89c1\u300a<a title=\"\u4e3a\u4ec0\u4e48\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u521b\u9020\u672a\u5b58\u5728\u8fc7\u7684\u4eba\u8138\" href=\"https:\/\/blog.konata.vip\/?p=248\">\u4e3a\u4ec0\u4e48\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u521b\u9020\u672a\u5b58\u5728\u8fc7\u7684\u4eba\u8138<\/a>\u300b\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u4e0a\u9762\u7684\u505a\u6cd5\u53ea\u662f\u901a\u8fc7\u5224\u522b\u7f51\u7edc\u6765\u8c03\u6574\u56fe\u7247\uff0c\u6211\u4eec\u662f\u5426\u53ef\u4ee5\u76f4\u63a5\u8bad\u7ec3\u4e00\u4e2a\u56fe\u7247\u751f\u6210\u5668\uff0c\u4f7f\u5176\u751f\u6210\u7684\u7ed3\u679c\u4e5f\u4f1a\u88ab\u5224\u5b9a\u4e3a\u5bf9\u5e94\u7684\u7c7b\u522b\u5462\uff1f\u8fd9\u4e2a\u56fe\u7247\u751f\u6210\u5668\u53ef\u4ee5\u662fGAN\u4e5f\u53ef\u4ee5\u662fVAE\uff0c\u5177\u4f53\u7ed3\u6784\u548c\u539f\u7406\u4e0a\u6587\u90fd\u6709\u63d0\u5230\uff0c\u4e8e\u662f\u5728\u8fd9\u7bc7\u4e0d\u518d\u8d58\u8ff0\uff0c\u611f\u5174\u8da3\u7684\u8bfb\u8005\u4eec\u53ef\u4ee5\u518d\u53bb\u590d\u4e60\u4e00\u4e0b~<\/p>\n<p>\u5206\u7c7b\u6a21\u578b\u662f\u6839\u636e\u4e00\u5f20\u56fe\u7247X\u5f97\u5230\u5176\u5206\u7c7b\u6807\u7b7ey\uff0c\u800c\u56fe\u7247\u751f\u6210\u5668\u662f\u6839\u636e\u4e00\u4e2a\u968f\u673a\u5411\u91cfz\u751f\u6210\u4e00\u5f20\u56fe\u7247X\u3002\u4e8e\u662f\u5728\u6211\u4eec\u8fd9\u4e2a\u4efb\u52a1\u4e2d\uff0c\u5c31\u53d8\u6210\u4e86\u6211\u4eec\u8981\u5bfb\u627e\u4e00\u4e2a\u968f\u673a\u5411\u91cfz\uff0c\u4f7f\u5176\u751f\u6210\u7684\u56fe\u7247\u53ef\u4ee5\u88ab\u5206\u7c7b\u4e3ay\u3002\u8fd9\u4e2a\u505a\u6cd5\u5176\u5b9e\u5c31\u662f\u628a\u4e0a\u9762\u5bf9\u56fe\u7247\u7684\u7ea6\u675f\u8fdb\u4e00\u6b65\u6536\u7d27\uff1a\u4f60\u5fc5\u987b\u662f\u7531\u771f\u5b9e\u56fe\u7247\u8bad\u7ec3\u5f97\u51fa\u7684\u3001\u80fd\u5408\u6210\u8f83\u4e3a\u771f\u5b9e\u7684\u56fe\u7247\u7684\u56fe\u7247\u751f\u6210\u5668\u751f\u6210\u7684\u56fe\u7247\uff08\u6709\u70b9\u7ed5XD\uff09\u3002\u76f8\u5e94\u7684\u7ed3\u679c[3]\u4e5f\u597d\u5f88\u591a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/blog.konata.vip\/wp-content\/uploads\/2021\/01\/4-1.jpg\" alt=\"\" \/><\/p>\n<p>\u4e0d\u8fc7\u6211\u4e2a\u4eba\u8ba4\u4e3a\uff0c\u8fd9\u4e2a\u66f4\u63a5\u8fd1\u4e8e\u201c\u7528\u5206\u7c7b\u5668\u751f\u6210\u5bf9\u5e94\u7c7b\u522b\u7684\u56fe\u7247\u201d\u4e86\u3002\u6211\u89c9\u5f97\u5728\u4eba\u5de5\u667a\u80fd\u7684\u68a6\u4e2d\uff0c\u72d7\u8fd8\u662f\u957f\u9898\u56fe\u8fd9\u6837\u7684\u5427\u3002<\/p>\n<p>Reference\uff1a<\/p>\n<p>[1] <a href=\"https:\/\/ai.googleblog.com\/2015\/06\/inceptionism-going-deeper-into-neural.html\">https:\/\/ai.googleblog.com\/2015\/06\/inceptionism-going-deeper-into-neural.html<\/a><\/p>\n<p>[2] <a href=\"https:\/\/www.youtube.com\/watch?v=yORbWn7UsBs&amp;list=PLJV_el3uVTsOK_ZK5L0Iv_EQoL1JefRL4&amp;index=20\">https:\/\/www.youtube.com\/watch?v=yORbWn7UsBs&amp;list=PLJV_el3uVTsOK_ZK5L0Iv_EQoL1JefRL4&amp;index=20<\/a><\/p>\n<p>[3] <a href=\"https:\/\/arxiv.org\/abs\/1612.00005\">https:\/\/arxiv.org\/abs\/1612.00005<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u662f\u4e00\u7bc7\u9e3d\u4e86\u5feb\u4e00\u5e74\uff0c\u6211\u751a\u81f3\u5df2\u7ecf\u627e\u4e0d\u5230\u4e4b\u524d\u5199\u4e86\u4e00\u534a\u7684\u8349\u7a3f\u7684\u66f4\u65b0\u3002\u4e0a\u7bc7\uff1a\u300a\u673a\u5668\u4e3a\u4ec0\u4e48\u77e5\u9053\u732b\u662f\u732b\u300b\u3002 \u7cbe \u795e \u6c61 \u67d3 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-259","post","type-post","status-publish","format-standard","hentry","category-research"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":6}},"_links":{"self":[{"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/posts\/259","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=259"}],"version-history":[{"count":4,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/posts\/259\/revisions"}],"predecessor-version":[{"id":267,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=\/wp\/v2\/posts\/259\/revisions\/267"}],"wp:attachment":[{"href":"https:\/\/blog.konata.vip\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=259"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=259"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.konata.vip\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=259"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}