Louis Grenioux
@h2o64.bsky.social
PhD student at École Polytechnique and École Normale Supérieure - Generative models and Monte Carlo methods
I would also recommend the read of this paper (arxiv.org/abs/2302.04763) from 2 years ago. The benchmark is very comparable with more intuitions in the multimodal case.
On Sampling with Approximate Transport Maps
Transport maps can ease the sampling of distributions with non-trivial geometries by transforming them into distributions that are easier to handle. The potential of this approach has risen with the d...
arxiv.org
December 28, 2024 at 1:41 PM
I would also recommend the read of this paper (arxiv.org/abs/2302.04763) from 2 years ago. The benchmark is very comparable with more intuitions in the multimodal case.