{"action":"opened","issue":{"url":"https://api.github.com/repos/nashory/gans-collection.torch/issues/1","repository_url":"https://api.github.com/repos/nashory/gans-collection.torch","labels_url":"https://api.github.com/repos/nashory/gans-collection.torch/issues/1/labels{/name}","comments_url":"https://api.github.com/repos/nashory/gans-collection.torch/issues/1/comments","events_url":"https://api.github.com/repos/nashory/gans-collection.torch/issues/1/events","html_url":"https://github.com/nashory/gans-collection.torch/issues/1","id":257658681,"number":1,"title":"differences between cyclegan and discogan","user":{"login":"nashory","id":17468992,"avatar_url":"https://avatars2.githubusercontent.com/u/17468992?v=4","gravatar_id":"","url":"https://api.github.com/users/nashory","html_url":"https://github.com/nashory","followers_url":"https://api.github.com/users/nashory/followers","following_url":"https://api.github.com/users/nashory/following{/other_user}","gists_url":"https://api.github.com/users/nashory/gists{/gist_id}","starred_url":"https://api.github.com/users/nashory/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/nashory/subscriptions","organizations_url":"https://api.github.com/users/nashory/orgs","repos_url":"https://api.github.com/users/nashory/repos","events_url":"https://api.github.com/users/nashory/events{/privacy}","received_events_url":"https://api.github.com/users/nashory/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-09-14T09:47:33Z","updated_at":"2017-09-14T09:47:33Z","closed_at":null,"author_association":"OWNER","body":"(https://www.quora.com/What-is-the-difference-between-CycleGAN-and-DiscoGAN-They-both-seem-to-be-the-same-thing)\r\n\r\n+ CycleGAN has a single cycle-consistency loss. Also, when comparing F(G(y)) with y, it seems that the two papers use different forms of distance measures (MSE, hinge-loss).\r\n+ CycleGan has an addition hyperparameter to adjust the contribution of reconstruction/cycle-consistency loss in the overall loss function.\r\n+  the generator structures used in DiscoGan and CycleGan are somewhat different."}}
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