Autoencoders-Variants

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Is have error: output with shape [1, 28, 28] doesn't match the broadcast shape [3, 28, 28]

2

Make train any variant.

ghost

sparse_autoencoder_l1, does the l1 constrain really make the representation sparse?

4

Did you find any paper or did you do any empirical experiment that proves that simply adding l1 loss to hidden representation encourages sparsity on the hidden representation

menglin0320

meshiguge

Hi @syorami , All, I hope to understand sparse encoding conceptually better hopefully with an answer to this question. Why do two different classes have the same neurons contributing to...

arunsubk

Hi @syorami /Anyone, As I understand it, the goal of sparse constraint is to enable only the "encoding" to be sparse. Why then is sparsity loss accumulated across every fc...

arunsubk