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Query regarding some equations of the paper in the code

See original GitHub issue

Thank you very much for this excellent work. I am trying to understand the code properly. Can you please tell me where can I find the code for calculating w_j in classification loss equation using the reliability score? Screenshot (74) Screenshot (77)

And can you please also tell me where can I find the code for calculating the box regression variance and the standard derivation used to calculate it?

Screenshot (76)

Issue Analytics

State:
Created 2 years ago
Comments:7

Top GitHub Comments

1reaction

MendelXucommented, Sep 23, 2021

For Q1, you can refer to https://github.com/microsoft/SoftTeacher/blob/aacbef214a2d0504329180ec9a6f433b8303d822/ssod/models/soft_teacher.py#L212-L235 For Q2, you can refer to https://github.com/microsoft/SoftTeacher/blob/aacbef214a2d0504329180ec9a6f433b8303d822/ssod/models/soft_teacher.py#L411

0reactions

MendelXucommented, Sep 27, 2021

Q1: The difference is that for the regression loss, it is normalized with the number of positive samples while for the classification loss, it is normalized with all samples. By the way, you can just remove the code in 244-246. It is redundant.
Q2: We didn’t implement the method mentioned in equation 6. It is not a part of our method…

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