Concepedia

Irina Higgins

IH

Statistics

Publications

24

Citations

5.4K

H-Index

20

Active since

2016

Affiliations

Google (United States)(Current)

University of Oxford

University College London

Google DeepMind (United Kingdom)

Irina Higgins is an author at Google (United States) specializing in computing, machine learning, and computer science.

Publications per year

2016–2022

24

Publications

24

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework

Irina Higgins, Löıc Matthey, Arka Pal et al. · International Conference on Learning Representations · 2017 · 3.1K citations

Computing, Computer Science, Computer Vision +16

Towards a Definition of Disentangled Representations

Irina Higgins, David Amos, David Pfau et al. · arXiv (Cornell University) · 2018 · 296 citations · Full text

Computing, Computer Science, Physics +13

Understanding disentangling in $\beta$-VAE

Christopher Burgess, Irina Higgins, Arka Pal et al. · arXiv (Cornell University) · 2018 · 282 citations · Full text

Computing, Computer Science, Information Theory +15

Understanding disentangling in $β$-VAE

Christopher Burgess, Irina Higgins, Arka Pal et al. · arXiv (Cornell University) · 2018 · 281 citations · Full text

Computing, Computer Science, Information Theory +15

Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Jack W. Rae, Sebastian Borgeaud, Trevor Cai et al. · arXiv (Cornell University) · 2021 · 243 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

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