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researcher

L. Matthey

20 papers hereh-index 2313.9k citations37 works total

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

author position
  • middle author20

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CV5
  • stat.ML4
  • cs.AI2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedTowards a Definition of Disentangled Representations

284 citations · 1.6k across the 20 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

stat.ML2016★ 121 cited

Early Visual Concept Learning with Unsupervised Deep Learning

Irina Higgins, Loic Matthey, Xavier Glorot +5

Automated discovery of early visual concepts from raw image data is a major open challenge in AI research. Addressing this problem, we propose an unsupervised approach for learning…

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