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High level question about discriminator

Open mm04926412 opened this issue 4 years ago • 1 comments

Hello, I don't have a pure math background and I've tried to make my own naive implemenation of DIM where the "discriminator" is just a standard binary crossentropy sigmoid classifier where there is a 50% chance the input is global and and + example and a 50% chance the input is a global and - sample. Is this vanilla classification scheme a correct implementation of the project?

mm04926412 avatar Apr 12 '20 04:04 mm04926412

Yeh, it's just binary classification between pairs (global, local that comes from same image that produced global) and (global, local that comes from probably different image that that that produced global).

rdevon avatar May 14 '20 16:05 rdevon