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Stephen Roberts — most-cited papers & profile · Generative Models
← authors
·
overview
Stephen Roberts
23
papers ·
147
citations ·
70
h-index
Oxford Research Group · University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Improving VAEs' Robustness to Adversarial Attack
2019 · 6 citations
Semi-unsupervised Learning of Human Activity using Deep Generative Models
2018 · 3 citations
Towards a Theoretical Understanding of the Robustness of Variational Autoencoders
2020 · 2 citations
Sequential sampling of Gaussian process latent variable models
2018 · 1 citations
Disentangling to Cluster: Gaussian Mixture Variational Ladder Autoencoders
2019 · 1 citations
Learning Bijective Feature Maps for Linear ICA
2020 · 1 citations
Relaxed-Responsibility Hierarchical Discrete VAEs
2020 · 1 citations
WiSE-ALE: Wide Sample Estimator for Approximate Latent Embedding
2019
Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN)
2020
Top co-authors
Matthew Willetts
· 6
Chris Holmes
· 5
Alexander Camuto
· 3
Tom Rainforth
· 2
Aiden Doherty
· 1
Benjamin Bloem-Reddy
· 1
Brooks Paige
· 1
Chris Holmes
· 1
Jaleh Zand
· 1
Martin Tegnér
· 1
Niki Trigoni
· 1
Robert Birke
· 1
Topics
GANs
cs.IT
eess.SP
math.IT
Training & Sampling
stat.ML
math.ST
stat.AP
cond-mat.stat-mech