arXiv stat.ML
· Papers
Diffusion-based Annealed Boltzmann Generators : benefits, pitfalls and hopes
arXiv:2601.21026v2 Announce Type: replace Abstract: Sampling configurations at thermodynamic equilibrium is a central challenge in statistical physics. Boltzmann Generators (BGs) tackle it by combining a generative model with a Monte Carlo (MC) correction step to obtain asymptotically unbiased samples from an unnormali