Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics

15 May 2023

Papers citing "Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics"

5 / 5 papers shown

Title
InvertibleNetworks.jl: A Julia package for scalable normalizing flows Rafael Orozco Philipp A. Witte M. Louboutin Ali Siahkoohi G. Rizzuti B. Peters Felix J. Herrmann 30 9 0 20 Dec 2023
WISE: full-Waveform variational Inference via Subsurface Extensions Ziyi Yin Rafael Orozco M. Louboutin Felix J. Herrmann 52 14 0 11 Dec 2023
Solving multiphysics-based inverse problems with learned surrogates and constraints Ziyi Yin Rafael Orozco M. Louboutin Felix J. Herrmann AI4CE 66 9 0 18 Jul 2023
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) -- A Memory-Efficient Inverse Problem Solver Peimeng Guan Jihui Jin J. Romberg Mark A. Davenport 21 4 0 10 Oct 2022
Preconditioned training of normalizing flows for variational inference in inverse problems Ali Siahkoohi G. Rizzuti M. Louboutin Philipp A. Witte Felix J. Herrmann 59 32 0 11 Jan 2021