Variational Autoencoders for Efficient Simulation-Based Inference

21 November 2024

Papers citing "Variational Autoencoders for Efficient Simulation-Based Inference"

9 / 9 papers shown

Title
Auxiliary Losses for Learning Generalizable Concept-based Models Ivaxi Sheth Samira Ebrahimi Kahou 68 28 0 18 Nov 2023
BayesFlow: Amortized Bayesian Workflows With Neural Networks Stefan T. Radev Marvin Schmitt Lukas Schumacher Lasse Elsemüller Valentin Pratz Yannik Schalte Ullrich Kothe Paul-Christian Bürkner BDL 49 32 0 28 Jun 2023
Simulation Intelligence: Towards a New Generation of Scientific Methods Alexander Lavin D. Krakauer Hector Zenil Justin Emile Gottschlich Tim Mattson ... A. Hanuka Manuela Veloso Samuel A. Assefa Stephan Zheng Avi Pfeffer 96 110 0 06 Dec 2021
Sequential Neural Posterior and Likelihood Approximation Samuel Wiqvist J. Frellsen Umberto Picchini BDL 317 34 0 12 Feb 2021
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 229 195 0 12 Jan 2021
The frontier of simulation-based inference Kyle Cranmer Johann Brehmer Gilles Louppe AI4CE 146 846 0 04 Nov 2019
Automatic Posterior Transformation for Likelihood-Free Inference David S. Greenberg M. Nonnenmacher Jakob H. Macke 281 328 0 17 May 2019
Variational Autoencoder with Arbitrary Conditioning Oleg Ivanov Michael Figurnov Dmitry Vetrov BDL DRL 46 147 0 06 Jun 2018
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 79 2,106 0 17 Jan 2017