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Frank Wood — most-cited papers & profile · Generative Models
← authors
·
overview
Frank Wood
10
papers ·
243
citations ·
30
h-index
University of British Columbia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Disentangled Representations with Semi-Supervised Deep Generative Models
2017 · 140 citations
Tighter Variational Bounds are Not Necessarily Better
2018 · 31 citations
Inducing Interpretable Representations with Variational Autoencoders
2016 · 7 citations
The Thermodynamic Variational Objective
2019 · 4 citations
Semi-supervised Sequential Generative Models
2020 · 2 citations
Constrained Generative Modeling with Manually Bridged Diffusion Models
2025
Don't be so negative! Score-based Generative Modeling with Oracle-assisted Guidance
2023
Top co-authors
Alban Desmaison
· 2
Berend Zwartsenberg
· 2
Brooks Paige
· 2
Jan-Willem van de Meent
· 2
Noah D. Goodman
· 2
Pushmeet Kohli
· 2
Saeid Naderiparizi
· 2
Tuan Anh Le
· 2
Xiaoxuan Liang
· 2
Adam R. Kosiorek
· 1
Adam Scibior
· 1
Chris J. Maddison
· 1
Topics
Training & Sampling
eess.SP
Diffusion Models
Conditioning & Control
GANs
stat.ML
Text-to-Image
cs.IT