Binary Coss-Entropy loss about adversarial_video_generation HOT 3 CLOSED

Also you may need to clip the values for the log as it's done here. The base of the log does not matter, I think.

from adversarial_video_generation.

Thanks for the note – this confused me at first as well, since Ŷ usually is the prediction; however, you can see in the adversarial loss equations for both D and G that the prediction is passed as the first parameter to L_bce (Y) and the 1/0 label is passed as the second (Ŷ). This lines up with the fact that, for cross-entropy, the prediction is usually inside the log. I believe they mixed up the domains, (there are several other similarly-confusing typos in the paper that the authors clarified for me when I reached out to them.)

from adversarial_video_generation.

That also corresponds to the definition on Wikipedia. I should have looked there first. Thanks!

from adversarial_video_generation.