Unbiased Gradient Estimation for Variational Auto-Encoders using Coupled Markov Chains

5 October 2020

Papers citing "Unbiased Gradient Estimation for Variational Auto-Encoders using Coupled Markov Chains"

6 / 6 papers shown

Title
eVAE: Evolutionary Variational Autoencoder Zhangkai Wu LongBing Cao Lei Qi BDL DRL 40 10 0 01 Jan 2023
Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport Liyi Zhang David M. Blei C. A. Naesseth 30 6 0 03 Feb 2022
NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform Achille Thin Yazid Janati Sylvain Le Corff Charles Ollion Arnaud Doucet Alain Durmus Eric Moulines C. Robert 38 7 0 17 Mar 2021
Unsupervised Learning of Global Factors in Deep Generative Models I. Peis Pablo Martínez Olmos Antonio Artés-Rodríguez BDL DRL 36 8 0 15 Dec 2020
Markovian Score Climbing: Variational Inference with KL(p\|\|q) C. A. Naesseth Fredrik Lindsten David M. Blei 123 54 0 23 Mar 2020
MCMC using Hamiltonian dynamics Radford M. Neal 192 3,268 0 09 Jun 2012