gcucurull

Implementing Graph Neural Networks with JAX

Posted by gcucurull on Sunday May 03, 2020 @02:23PM
from the gcucurull.github.io dept.

http://gcucurull.github.io/deep-learning/2020/04/20/jax-graph-neural-networks/

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Re:Generative Teaching Networks: Accelerating Neural Architecture Search on Thursday February 20, 2020 @06:09PM (#22379477)

Ok, I'll keep digging to figure out where the problem might be, thanks!

Re:Generative Teaching Networks: Accelerating Neural Architecture Search on Thursday February 20, 2020 @02:03PM (#22377618)

Hey, congrats on the paper, I read it a while ago and thought it was really interesting.

I tried implementing it, and the samples generated by the Teacher seem to suffer from mode collapse (as if the generator is ignoring the random vector z but not the label condition). Do you recall having that issue at some point?

I have to say I'm using a simpler generator than the one in the paper, and I'm not changing the learner architechture at each batch, only its weights.

Thanks!