13 citations · 29 across the 6 of their papers we have counts for
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cs.LG2023
Minimum Width for Deep, Narrow MLP: A Diffeomorphism Approach
Geonho Hwang
Recently, there has been a growing focus on determining the minimum width requirements for achieving the universal approximation property in deep, narrow Multi-Layer Perceptrons (M…
cs.LG2020★ 3 cited
Discond-VAE: Disentangling Continuous Factors from the Discrete
Jaewoong Choi, Geonho Hwang, Myungjoo Kang
In the real-world data, there are common variations shared by all classes (e.g. category label) and exclusive variations of each class. We propose a variant of VAE capable of disen…