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Arka Pal

6 papers hereh-index 97.8k citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.AI1
  • cs.RO1
same name
  • Arka Pal — 11 papers, h 6
  • Arka Pal — 1 paper, h 3
  • Arka Pal — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedUnderstanding disentangling in β-VAE

271 citations · 603 across the 6 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018★ 271 cited

Understanding disentangling in β-VAE

Christopher P. Burgess, Irina Higgins, Arka Pal +4

We present new intuitions and theoretical assessments of the emergence of disentangled representation in variational autoencoders. Taking a rate-distortion theory perspective, we s…

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