Pouplin, Alison

6 publications

ICLR 2026 Riemannian Variational Flow Matching for Material and Protein Design Olga Zaghen, Floor Eijkelboom, Alison Pouplin, Cong Liu, Max Welling, Jan-Willem van de Meent, Erik J Bekkers

ICLR 2026 The Spacetime of Diffusion Models: An Information Geometry Perspective Rafal Karczewski, Markus Heinonen, Alison Pouplin, Søren Hauberg, Vikas K Garg

ICLRW 2025 Towards Variational Flow Matching on General Geometries Olga Zaghen, Floor Eijkelboom, Alison Pouplin, Erik J Bekkers

TMLR 2023 Identifying Latent Distances with Finslerian Geometry Alison Pouplin, David Eklund, Carl Henrik Ek, Søren Hauberg

AISTATS 2022 Pulling Back Information Geometry Georgios Arvanitidis, Miguel González-Duque, Alison Pouplin, Dimitrios Kalatzis, Soren Hauberg

NeurIPSW 2022 Identifying Latent Distances with Finslerian Geometry Alison Pouplin, David Eklund, Carl Henrik Ek, Søren Hauberg