Closed StellaAthena closed 2 years ago
A recent interesting paper in topological deep learning unfortunately only experiments on MNIST. Let’s try it on something more interesting.
Topographic VAEs learn Equivariant Capsules ArXiV abstract: https://arxiv.org/abs/2109.01394 Yannic's video: https://www.youtube.com/watch?v=pBau7umFhjQ Code: https://github.com/AKAndyKeller/TopographicVAE
It should be the same amount of human work to replicate a couple plots as the entire paper, so just do that.
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Background
A recent interesting paper in topological deep learning unfortunately only experiments on MNIST. Let’s try it on something more interesting.
Topographic VAEs learn Equivariant Capsules ArXiV abstract: https://arxiv.org/abs/2109.01394 Yannic's video: https://www.youtube.com/watch?v=pBau7umFhjQ Code: https://github.com/AKAndyKeller/TopographicVAE
What to plot?
It should be the same amount of human work to replicate a couple plots as the entire paper, so just do that.
Related Papers/Frameworks
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