Julius Berner
Scholar

Julius Berner

Google Scholar ID: 73-D2jgAAAAJ
NVIDIA
Deep LearningApplied Mathematics
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Citations & Impact
All-time
Citations
2,202
 
H-index
17
 
i10-index
22
 
Publications
20
 
Co-authors
33
list available
Contact
Emailmail@jberner.infoTwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
22 items
Variational Flow Maps: Make Some Noise for One-Step Conditional Generation
2026
Cited
0
Operator Learning Using Weak Supervision from Walk-on-Spheres
2026
Cited
0
Bridge Matching Sampler: Scalable Sampling via Generalized Fixed-Point Diffusion Matching
2026
Cited
0
Mode Seeking meets Mean Seeking for Fast Long Video Generation
2026
Cited
0
Self-Supervised Learning via Flow-Guided Neural Operator on Time-Series Data
2026
Cited
0
Decoupled Diffusion Sampling for Inverse Problems on Function Spaces
2026
Cited
0
Transition Matching Distillation for Fast Video Generation
2026
Cited
1
Advancing End-to-End Pixel Space Generative Modeling via Self-supervised Pre-training
2025
Cited
0
Resume (English only)
Co-authors
33 total
Anima Anandkumar
Anima Anandkumar
California Institute of Technology and NVIDIA
philipp grohs
philipp grohs
University of Vienna
Philipp Petersen
Philipp Petersen
University of Vienna
Lorenz Richter
Lorenz Richter
dida, Zuse Institute Berlin
Thomas Lukasiewicz
Thomas Lukasiewicz
Vienna University of Technology, Austria; University of Oxford, UK
Kamyar Azizzadenesheli
Kamyar Azizzadenesheli
Nvidia
Gitta Kutyniok
Gitta Kutyniok
Bavarian AI Chair for Mathematical Foundations of Artificial Intelligence, LMU Munich
Boris Bonev
Boris Bonev
NVIDIA Research