{"action":"created","issue":{"url":"https://api.github.com/repos/arXivTimes/arXivTimes/issues/62","repository_url":"https://api.github.com/repos/arXivTimes/arXivTimes","labels_url":"https://api.github.com/repos/arXivTimes/arXivTimes/issues/62/labels{/name}","comments_url":"https://api.github.com/repos/arXivTimes/arXivTimes/issues/62/comments","events_url":"https://api.github.com/repos/arXivTimes/arXivTimes/issues/62/events","html_url":"https://github.com/arXivTimes/arXivTimes/issues/62","id":191836482,"number":62,"title":"Image-to-Image Translation with Conditional Adversarial Nets","user":{"login":"icoxfog417","id":544269,"avatar_url":"https://avatars.githubusercontent.com/u/544269?v=3","gravatar_id":"","url":"https://api.github.com/users/icoxfog417","html_url":"https://github.com/icoxfog417","followers_url":"https://api.github.com/users/icoxfog417/followers","following_url":"https://api.github.com/users/icoxfog417/following{/other_user}","gists_url":"https://api.github.com/users/icoxfog417/gists{/gist_id}","starred_url":"https://api.github.com/users/icoxfog417/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/icoxfog417/subscriptions","organizations_url":"https://api.github.com/users/icoxfog417/orgs","repos_url":"https://api.github.com/users/icoxfog417/repos","events_url":"https://api.github.com/users/icoxfog417/events{/privacy}","received_events_url":"https://api.github.com/users/icoxfog417/received_events","type":"User","site_admin":false},"labels":[{"id":469035224,"url":"https://api.github.com/repos/arXivTimes/arXivTimes/labels/ComputerVision","name":"ComputerVision","color":"fef2c0","default":false}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2016-11-27T01:34:40Z","updated_at":"2016-11-27T01:34:52Z","closed_at":null,"body":"## 一言でいうと\r\n\r\n最近流行のconditional GAN(条件指定の画像生成)。ある画像(イラスト)から画像(写真)を作り出す、画像翻訳ともいえるもの。特徴量比較でなく、GANの仕組みで「ペアかどうか」を真偽判定させる形で学習。少ないデータ(数百件・数時間 on GPU)でも学習可能なことを確認\r\n\r\n### 論文リンク\r\n\r\nhttps://phillipi.github.io/pix2pix/\r\n\r\n### 著者/所属機関\r\n\r\nPhillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros\r\nBerkeley AI Research (BAIR) Laboratory\r\nUniversity of California\r\n\r\n## 概要\r\n\r\n## 新規性・差分\r\n\r\n## 手法\r\n\r\n## 結果\r\n\r\n## コメント\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/arXivTimes/arXivTimes/issues/comments/263096688","html_url":"https://github.com/arXivTimes/arXivTimes/issues/62#issuecomment-263096688","issue_url":"https://api.github.com/repos/arXivTimes/arXivTimes/issues/62","id":263096688,"user":{"login":"icoxfog417","id":544269,"avatar_url":"https://avatars.githubusercontent.com/u/544269?v=3","gravatar_id":"","url":"https://api.github.com/users/icoxfog417","html_url":"https://github.com/icoxfog417","followers_url":"https://api.github.com/users/icoxfog417/followers","following_url":"https://api.github.com/users/icoxfog417/following{/other_user}","gists_url":"https://api.github.com/users/icoxfog417/gists{/gist_id}","starred_url":"https://api.github.com/users/icoxfog417/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/icoxfog417/subscriptions","organizations_url":"https://api.github.com/users/icoxfog417/orgs","repos_url":"https://api.github.com/users/icoxfog417/repos","events_url":"https://api.github.com/users/icoxfog417/events{/privacy}","received_events_url":"https://api.github.com/users/icoxfog417/received_events","type":"User","site_admin":false},"created_at":"2016-11-27T01:34:52Z","updated_at":"2016-11-27T01:34:52Z","body":"GitHubに実装あり。\r\n\r\nhttps://github.com/phillipi/pix2pix"}}
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