My latest publications can be found on Google Scholar Google Scholar, also follow me on Twitter to stay tuned! Below you'll find some selected papers.

  1. NeurREPS @ NeurIPS
    Kendall Shape-VAE : Learning Shapes in a Generative Framework
    Vadgama, Sharvaree, Tomczak, Jakub Mikolaj, and Bekkers, Erik J
    In NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations 2022
  2. ICML
    Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups
    Knigge, David M, Romero, David W, and Bekkers, Erik J
    International Conference on Machine Learning 2022
  3. ICLR
    Geometric and Physical Quantities improve E (3) Equivariant Message Passing
    Brandstetter, Johannes, Hesselink, Rob, Pol, Elise, Bekkers, Erik, and Welling, Max
    In International Conference on Learning Representations 2022
  4. ICLR
    B-Spline CNNs on Lie groups
    Bekkers, Erik J
    In International Conference on Learning Representations 2019