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A. Umakantha

1 paper here

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedA Classifying Variational Autoencoder with Application to Polyphonic Music Generation

10 citations · 10 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2017★ 10 cited

A Classifying Variational Autoencoder with Application to Polyphonic Music Generation

Jay A. Hennig, Akash Umakantha, Ryan C. Williamson

The variational autoencoder (VAE) is a popular probabilistic generative model. However, one shortcoming of VAEs is that the latent variables cannot be discrete, which makes it diff…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.