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Andriy Mnih — most-cited papers & profile · Generative Models
← authors
·
overview
Andriy Mnih
7
papers ·
715
citations ·
26
h-index
University of Toronto
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Disentangling by Factorising
2018 · 429 citations
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models
2017 · 167 citations
Variational inference for Monte Carlo objectives
2016 · 81 citations
Variational Memory Addressing in Generative Models
2017 · 20 citations
Resampled Priors for Variational Autoencoders
2018 · 11 citations
Sparse Orthogonal Variational Inference for Gaussian Processes
2019 · 6 citations
Generalized Doubly Reparameterized Gradient Estimators
2021 · 1 citations
Top co-authors
Matthias Bauer
· 2
Chris J. Maddison
· 1
Daniel Zoran
· 1
Danilo Jimenez Rezende
· 1
Danilo J. Rezende
· 1
Dieterich Lawson
· 1
George Tucker
· 1
Hyunjik Kim
· 1
Jascha Sohl-Dickstein
· 1
Jiaxin Shi
· 1
Jörg Bornschein
· 1
Michalis K. Titsias
· 1
Topics
Training & Sampling
stat.ML
cs.IT
Audio Generation
GANs
eess.SP
math.IT
cs.NA
stat.AP