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researcher

Nicholas Watters

9 papers hereh-index 93k citations12 works total

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

author position
  • first author4
  • middle author4

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV2
  • cs.AI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedMONet: Unsupervised Scene Decomposition and Representation

193 citations · 263 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018

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.