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

4 by Nobel laureates 6 from Science/Nature 66 standout
Sub-graph 1 of 22

Citing Papers

Mining human microbiomes reveals an untapped source of peptide antibiotics
2024 Standout
Artificial intelligence and illusions of understanding in scientific research
2024 StandoutNature
2 intermediate papers

Works of Irina Higgins being referenced

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework
2017 Standout

Author Peers

Author Last Decade Papers Cites
Irina Higgins 533 417 124 15 1.0k
Alexander Lerchner 504 403 151 14 983
Löıc Matthey 499 401 99 10 966
Yann Dauphin 858 573 69 20 1.4k
Pascal Lamblin 515 448 98 6 1.2k
Çaǧlar Gülçehre 458 286 66 18 936
S. Maouche 599 352 116 22 1.3k
Ben Poole 470 371 194 18 949
Roland Memisevic 345 485 76 29 870
Dennis DeCoste 636 602 50 26 1.4k
Jane Bromley 489 540 121 18 1.3k

All Works

Loading papers...

Rankless by CCL
2026