{"id":100,"date":"2017-06-01T07:00:05","date_gmt":"2017-06-01T07:00:05","guid":{"rendered":"http:\/\/bskog.com\/ai\/?p=100"},"modified":"2017-06-01T07:00:05","modified_gmt":"2017-06-01T07:00:05","slug":"introduction-to-generative-adversarial-networks-gans","status":"publish","type":"post","link":"http:\/\/bskog.com\/ai\/2017\/06\/01\/introduction-to-generative-adversarial-networks-gans\/","title":{"rendered":"Introduction to Generative Adversarial Networks (GANs)"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>Read these articles:<\/p>\n<ul>\n<li><a href=\"https:\/\/blog.openai.com\/adversarial-example-research\/\"> Attacking Machine Learning with Adversarial Examples<\/a><\/li>\n<li><a href=\"https:\/\/medium.com\/@devnag\/generative-adversarial-networks-gans-in-50-lines-of-code-pytorch-e81b79659e3f\">Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch)<\/a><\/li>\n<\/ul>\n<p>and then read these papers by Ian Goodfellow et al:<\/p>\n<ul>\n<li><a href=\"https:\/\/arxiv.org\/pdf\/1406.2661.pdf\">Generative Adversarial Nets<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/pdf\/1412.6572.pdf\">Explaining\u00a0and\u00a0harnessing\u00a0adversarial examples<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>You can also watch this video by Ian Goodfellow:<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Read these articles: Attacking Machine Learning with Adversarial Examples Generative Adversarial Networks (GANs) in 50 lines of code (PyTorch) and then read these papers by Ian Goodfellow et al: Generative Adversarial Nets Explaining\u00a0and\u00a0harnessing\u00a0adversarial examples &nbsp; You can also watch this video by Ian Goodfellow:<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,20],"tags":[],"class_list":["post-100","post","type-post","status-publish","format-standard","hentry","category-gans","category-neural-nets"],"_links":{"self":[{"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/posts\/100","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/comments?post=100"}],"version-history":[{"count":0,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/posts\/100\/revisions"}],"wp:attachment":[{"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/media?parent=100"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/categories?post=100"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bskog.com\/ai\/wp-json\/wp\/v2\/tags?post=100"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}