Neural Posterior Estimation with Differentiable Simulators

12 July 2022

Papers citing "Neural Posterior Estimation with Differentiable Simulators"

6 / 6 papers shown

Title
ConDiSim: Conditional Diffusion Models for Simulation Based Inference Mayank Nautiyal A. Hellander Prashant Singh DiffM 15 0 0 13 May 2025
EigenVI: score-based variational inference with orthogonal function expansions Diana Cai Chirag Modi C. Margossian Robert Mansel Gower David M. Blei Lawrence K. Saul BDL 34 5 0 31 Oct 2024
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis Paxson Swierc Marcos Tamargo-Arizmendi A. Ćiprijanović Brian D. Nord 31 1 0 21 Oct 2024
A transport approach to sequential simulation-based inference Paul-Baptiste Rubio Youssef Marzouk M. Parno 17 1 0 26 Aug 2023
Parallelized Acquisition for Active Learning using Monte Carlo Sampling J. Torrado Nils Schöneberg Jonas El Gammal 19 1 0 30 May 2023
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 96 184 0 12 Jan 2021