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David Berthelot — most-cited papers & profile · Generative Models
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overview
David Berthelot
9
papers ·
831
citations ·
18
h-index
Centre National de la Recherche Scientifique · Université de Montpellier · Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier
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Most-cited papers
BEGAN: Boundary Equilibrium Generative Adversarial Networks
2017 · 744 citations
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer
2018 · 64 citations
TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation
2023 · 12 citations
Creating High Resolution Images with a Latent Adversarial Generator
2020 · 10 citations
Mechanisms of Projective Composition of Diffusion Models
2025 · 1 citations
Normalizing Trajectory Models
2026
Normalizing Flows with Iterative Denoising
2026
STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows
2025
Top co-authors
Shuangfei Zhai
· 4
Ian Goodfellow
· 2
Arnaud Autef
· 1
Arwen Bradley
· 1
Aurko Roy
· 1
Colin Raffel
· 1
Daniel Zheng
· 1
Dian Ang Yap
· 1
Eric Gu
· 1
James Thornton
· 1
Jiatao Gu
· 1
Jiatao Gu
· 1
Topics
Training & Sampling
Diffusion Models
GANs
Text-to-Image
Text-to-Video
Conditioning & Control