Luca Ambrogioni
Scholar

Luca Ambrogioni

Google Scholar ID: J9IABpQAAAAJ
Donder's institute of Cognition
Generative modelsDiffusion modelsDeep learningVariational InferenceTheoretical neuroscience
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Citations & Impact
All-time
Citations
1,113
 
H-index
17
 
i10-index
26
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
15 items
How Out-of-Equilibrium Phase Transitions can Seed Pattern Formation in Trained Diffusion Models
2026
Cited
0
Information-Guided Noise Allocation for Efficient Diffusion Training
2026
Cited
0
Categorical Flow Maps
2026
Cited
0
The Entropic Signature of Class Speciation in Diffusion Models
2026
Cited
0
Improved Sampling Schedules for Discrete Diffusion Models
2026
Cited
0
Emergence of Distortions in High-Dimensional Guided Diffusion Models
2026
Cited
0
The Information Dynamics of Generative Diffusion
2025
Cited
0
CoVAE: Consistency Training of Variational Autoencoders
2025
Cited
0
Resume (English only)
Co-authors
14 total
Marcel van Gerven
Marcel van Gerven
Professor of Artificial Cognitive Systems, Donders Institute for Brain, Cognition and Behaviour
Co-author 2
Co-author 2
Max Hinne
Max Hinne
Associate professor, Radboud University Nijmegen
K. Seeliger
K. Seeliger
Max Planck Institute for Human Cognitive and Brain Sciences
Co-author 5
Co-author 5
Nasir Ahmad
Nasir Ahmad
Donders Institute for Brain, Cognition, and Behaviour
Co-author 7
Co-author 7
Co-author 8
Co-author 8