Adjoint Schrödinger Bridge Sampler

TL;DR

Computational methods for learning to sample from the Boltzmann distribution—where the target distribution is known only up to an unnormalized energy function—have advanced significantly recently. Due to the lack of explicit target samples, however, prior diffusion-based methods, known as _diffusion samplers_, often require importance-weighted esti…

Opening excerpt from the authors’ abstract. source