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researcher

I. Higgins

21 papers hereh-index 2112.7k citations34 works total

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

author position
  • first author7
  • middle author9
  • last author5

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML8
  • q-bio.NC2
  • cs.AI1
  • cs.CL1
  • cs.CV1
same name
  • I. Higgins — 2 papers, h 9

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
20162022
most citedTowards a Definition of Disentangled Representations

284 citations · 1.8k across the 21 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.