Drumetz, Lucas

9 publications

TMLR 2025 Augmented Invertible Koopman Autoencoder for Long-Term Time Series Forecasting Anthony Frion, Lucas Drumetz, Mauro Dalla Mura, Guillaume Tochon, Abdeldjalil AISSA El Bey

TMLR 2025 FlowKac: An Efficient Neural Fokker-Planck Solver Using Temporal Normalizing Flows and the Feynman-Kac Formula Naoufal El Bekri, Lucas Drumetz, Franck Vermet

JMLR 2025 Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds Clément Bonet, Lucas Drumetz, Nicolas Courty

ICMLW 2023 Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections Clément Bonet, Laetitia Chapel, Lucas Drumetz, Nicolas Courty

ICML 2023 Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals Clément Bonet, Benoı̂t Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty

ICLR 2023 Spherical Sliced-Wasserstein Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh Tan Pham

TMLR 2023 Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows Guillaume Morel, Lucas Drumetz, Simon Benaïchouche, Nicolas Courty, François Rousseau

TMLR 2022 Efficient Gradient Flows in Sliced-Wasserstein Space Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz

NeurIPSW 2022 Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows Guillaume Morel, Lucas Drumetz, Nicolas Courty, François Rousseau, Simon Benaïchouche