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Aaron Courville — most-cited papers & profile · Generative Models
← authors
·
overview
Aaron Courville
71
papers ·
3274
citations ·
78
h-index
Université de Montréal
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Improved Training of Wasserstein GANs
2017 · 1511 citations
Adversarial Generation of Natural Language
2017 · 101 citations
PixelVAE: A Latent Variable Model for Natural Images
2016 · 82 citations
Discriminative Regularization for Generative Models
2016 · 47 citations
A Variational Perspective on Diffusion-Based Generative Models and Score Matching
2021 · 40 citations
Calibrating Energy-based Generative Adversarial Networks
2017 · 23 citations
Hierarchical Adversarially Learned Inference
2018 · 20 citations
Learnable Explicit Density for Continuous Latent Space and Variational Inference
2017 · 19 citations
Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models
2020 · 17 citations
Improving Explorability in Variational Inference with Annealed Variational Objectives
2018 · 15 citations
Adversarial Computation of Optimal Transport Maps
2019 · 15 citations
Riemannian Diffusion Models
2022 · 14 citations
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues
2016 · 6 citations
Hierarchical Importance Weighted Autoencoders
2019 · 6 citations
Note on the bias and variance of variational inference
2019 · 1 citations
Top co-authors
Chin-Wei Huang
· 3
Sai Rajeswar
· 3
Alexandre Lacoste
· 2
Amjad Almahairi
· 2
Chin-Wei Huang
· 2
Chin-Wei Huang
· 2
Faruk Ahmed
· 2
Ishaan Gulrajani
· 2
Joelle Pineau
· 2
Laurent Dinh
· 2
Lluis Castrejon
· 2
Nicolas Ballas
· 2
Topics
Training & Sampling
GANs
stat.ML
Audio Generation
Diffusion Models
cs.IT
eess.SP
cs.CL
Text-to-Video
Text-to-Image