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currentscurrents t1_jb1j20n wrote

Reply to comment by tonicinhibition in To RL or Not to RL? [D] by vidul7498

>Do GANS really model the true data distribution...

I find their argument to be pretty weak. Of course these images look semantically similar; they ran a semantic similarity search to find them.

They are clearly not memorized training examples. The pose, framing, and facial expressions are very different.

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tonicinhibition t1_jb1ntqz wrote

I don't think the author of the post took a position on the original argument; rather they just presented ways to explore the latent space and make comparisons that are reasonable so that we might derive better distance metrics.

I see it as a potential way to probe for evidence of mode collapse.

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