{"action":"created","issue":{"url":"https://api.github.com/repos/simonmeister/UnFlow/issues/10","repository_url":"https://api.github.com/repos/simonmeister/UnFlow","labels_url":"https://api.github.com/repos/simonmeister/UnFlow/issues/10/labels{/name}","comments_url":"https://api.github.com/repos/simonmeister/UnFlow/issues/10/comments","events_url":"https://api.github.com/repos/simonmeister/UnFlow/issues/10/events","html_url":"https://github.com/simonmeister/UnFlow/issues/10","id":290459919,"number":10,"title":"How to do BP for occlusion mask penalty?","user":{"login":"EthanZhangYi","id":13479831,"avatar_url":"https://avatars3.githubusercontent.com/u/13479831?v=4","gravatar_id":"","url":"https://api.github.com/users/EthanZhangYi","html_url":"https://github.com/EthanZhangYi","followers_url":"https://api.github.com/users/EthanZhangYi/followers","following_url":"https://api.github.com/users/EthanZhangYi/following{/other_user}","gists_url":"https://api.github.com/users/EthanZhangYi/gists{/gist_id}","starred_url":"https://api.github.com/users/EthanZhangYi/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/EthanZhangYi/subscriptions","organizations_url":"https://api.github.com/users/EthanZhangYi/orgs","repos_url":"https://api.github.com/users/EthanZhangYi/repos","events_url":"https://api.github.com/users/EthanZhangYi/events{/privacy}","received_events_url":"https://api.github.com/users/EthanZhangYi/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":3,"created_at":"2018-01-22T13:09:53Z","updated_at":"2018-02-01T05:08:00Z","closed_at":null,"author_association":"NONE","body":"Hi, @simonmeister \r\nThanks for your nice work and repo.\r\nI've read your paper and there is one thing that I do not understand.\r\nIn equation (2) occlusion mask `o_x` is penalized with weight `lambda_p`. However in equation (1) this mask is calculated by comparision. How to do back propagation for this penalty term?\r\n![image](https://user-images.githubusercontent.com/13479831/35222330-849f8104-ffb8-11e7-8b2b-2f1c194d9b8c.png)\r\n![image](https://user-images.githubusercontent.com/13479831/35222347-9257caae-ffb8-11e7-98f3-0f6b6334f202.png)\r\n\r\nThanks~"},"comment":{"url":"https://api.github.com/repos/simonmeister/UnFlow/issues/comments/362160027","html_url":"https://github.com/simonmeister/UnFlow/issues/10#issuecomment-362160027","issue_url":"https://api.github.com/repos/simonmeister/UnFlow/issues/10","id":362160027,"user":{"login":"EthanZhangYi","id":13479831,"avatar_url":"https://avatars3.githubusercontent.com/u/13479831?v=4","gravatar_id":"","url":"https://api.github.com/users/EthanZhangYi","html_url":"https://github.com/EthanZhangYi","followers_url":"https://api.github.com/users/EthanZhangYi/followers","following_url":"https://api.github.com/users/EthanZhangYi/following{/other_user}","gists_url":"https://api.github.com/users/EthanZhangYi/gists{/gist_id}","starred_url":"https://api.github.com/users/EthanZhangYi/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/EthanZhangYi/subscriptions","organizations_url":"https://api.github.com/users/EthanZhangYi/orgs","repos_url":"https://api.github.com/users/EthanZhangYi/repos","events_url":"https://api.github.com/users/EthanZhangYi/events{/privacy}","received_events_url":"https://api.github.com/users/EthanZhangYi/received_events","type":"User","site_admin":false},"created_at":"2018-02-01T05:08:00Z","updated_at":"2018-02-01T05:08:00Z","author_association":"NONE","body":"Thanks @simonmeister \r\nI think it is reasonable that the pre-training without occlusion handling helps avoiding the trivial solution.\r\nRegardless of the issue of the penalty, this work is very fancy.:D"}}
{"actor":{"display_login":"EthanZhangYi"}}