Standout Papers

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework 2017 2026 2020 2023 836
  1. beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework (2017)
    Irina Higgins, Löıc Matthey et al. International Conference on Learning Representations

Immediate Impact

5 by Nobel laureates 8 from Science/Nature 65 standout
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Citing Papers

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2 intermediate papers

Works of Löıc Matthey being referenced

Multi-Object Representation Learning with Iterative Variational Inference
2019
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework
2017 Standout

Author Peers

Author Last Decade Papers Cites
Löıc Matthey 499 401 38 99 10 966
Irina Higgins 533 417 42 124 15 1.0k
Alexander Lerchner 504 403 40 151 14 983
Çaǧlar Gülçehre 458 286 25 66 18 936
Ivo Danihelka 624 424 43 105 9 1.1k
Arka Pal 478 379 37 59 2 852
Galen Andrew 432 402 50 63 6 808
Oncel Tuzel 301 688 26 82 20 1.0k
Roland Memisevic 345 485 20 76 29 870
Stefan Elfwing 328 393 39 48 15 1.0k
Ashish Jaiswal 395 309 42 37 8 884

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2026