Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows

23 May 2024

Papers citing "Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows"

6 / 6 papers shown

Title
Particle Denoising Diffusion Sampler Angus Phillips Hai-Dang Dau M. Hutchinson Valentin De Bortoli George Deligiannidis Arnaud Doucet DiffM 54 25 0 09 Feb 2024
To smooth a cloud or to pin it down: Guarantees and Insights on Score Matching in Denoising Diffusion Models Francisco Vargas Teodora Reu A. Kerekes Michael M Bronstein DiffM 27 4 0 16 May 2023
Pathfinder: Parallel quasi-Newton variational inference Lu Zhang Bob Carpenter A. Gelman Aki Vehtari 36 39 0 09 Aug 2021
Markovian Score Climbing: Variational Inference with KL(p\|\|q) C. A. Naesseth Fredrik Lindsten David M. Blei 102 54 0 23 Mar 2020
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 75 204 0 06 Mar 2017
MCMC using Hamiltonian dynamics Radford M. Neal 127 3,260 0 09 Jun 2012