Concepedia

Alexander Lerchner

AL

Statistics

Publications

25

Citations

5.3K

H-Index

20

Active since

2004

Affiliations

Google (United States)(Current)

Novo Nordisk (Denmark)

University College London

Technical University of Denmark

Google DeepMind (United Kingdom)

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

Publications per year

2004–2024

25

Publications

25

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

, , +16

Towards a Definition of Disentangled Representations

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

, , +13

Understanding disentangling in $\beta$-VAE

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

, , +15

Understanding disentangling in $β$-VAE

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

, , +15

MONet: Unsupervised Scene Decomposition and Representation

Christopher Burgess, Nicholas Watters, Rishabh Kabra et al. · arXiv (Cornell University) · 2019 · 194 citations · Full text

, , +11

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