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Arnaud Doucet — most-cited papers & profile · Generative Models
← authors
·
overview
Arnaud Doucet
28
papers ·
199
citations ·
65
h-index
Google (United States) · University of Oxford · Google DeepMind (United Kingdom) · Google (United Kingdom) · Oxford BioMedica (United Kingdom) · Science Oxford
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Most-cited papers
Riemannian Score-Based Generative Modelling
2022 · 22 citations
Continuous diffusion for categorical data
2022 · 21 citations
Monte Carlo Variational Auto-Encoders
2021 · 10 citations
Hamiltonian Variational Auto-Encoder
2018 · 5 citations
Variational Inference with Continuously-Indexed Normalizing Flows
2020 · 5 citations
Conditional Simulation Using Diffusion Schrödinger Bridges
2022 · 4 citations
Simplified and Generalized Masked Diffusion for Discrete Data
2024 · 3 citations
Score-Based Diffusion meets Annealed Importance Sampling
2022 · 3 citations
Denoising Diffusion Samplers
2023 · 3 citations
Error Bounds for Flow Matching Methods
2023 · 3 citations
Variational Diffusion Posterior Sampling with Midpoint Guidance
2024 · 3 citations
Unbiased Gradient Estimation for Variational Auto-Encoders using Coupled Markov Chains
2020 · 2 citations
Monotonic Alpha-divergence Minimisation for Variational Inference
2021 · 2 citations
On PAC-Bayesian reconstruction guarantees for VAEs
2022 · 2 citations
Particle Denoising Diffusion Sampler
2024 · 2 citations
Top co-authors
Valentin De Bortoli
· 8
George Deligiannidis
· 5
Joe Benton
· 4
Will Grathwohl
· 3
Alain Durmus
· 2
Alexandre Galashov
· 2
Anthony L. Caterini
· 2
Arthur Gretton
· 2
Dino Sejdinović
· 2
Eric Moulines
· 2
Yuyang Shi
· 2
Achille Thin
· 1
Topics
Diffusion Models
Training & Sampling
cs.IT
math.IT
eess.SP
stat.ML
Conditioning & Control
math.NA
math.ST
stat.AP