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Luca Ambrogioni — most-cited papers & profile · Generative Models
← authors
·
overview
Luca Ambrogioni
12
papers ·
37
citations ·
14
h-index
Radboud University Nijmegen
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Automatic structured variational inference
2020 · 10 citations
Wasserstein Variational Inference
2018 · 9 citations
Spontaneous Symmetry Breaking in Generative Diffusion Models
2023 · 7 citations
Wasserstein variational gradient descent: From semi-discrete optimal transport to ensemble variational inference
2018 · 5 citations
k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport
2019 · 3 citations
The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability
2023 · 2 citations
Deterministic training of generative autoencoders using invertible layers
2022 · 1 citations
VCT: Training Consistency Models with Variational Noise Coupling
2025
Forward Amortized Inference for Likelihood-Free Variational Marginalization
2018
Perturbative estimation of stochastic gradients
2019
Top co-authors
Marcel van Gerven
· 6
Umut Güçlü
· 4
Max Hinne
· 3
Eric Maris
· 2
Gianluigi Silvestri
· 2
Yağmur Güçlütürk
· 2
Chieh-Hsin Lai
· 1
Daan Roos
· 1
Dave Moore
· 1
Emily Fertig
· 1
Eva W. P. van den Borne
· 1
Gabriel Raya
· 1
Topics
Training & Sampling
stat.ML
Diffusion Models
stat.AP
cs.IT
cs.NA
stat.TH
GANs