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Julius Berner — most-cited papers & profile · Time Series
← authors
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overview
Julius Berner
16
papers ·
6
citations ·
0
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Most-cited papers
An optimal control perspective on diffusion-based generative modeling
2022 · 6 citations
Bridge Matching Sampler: Scalable Sampling via Generalized Fixed-Point Diffusion Matching
2026
Variational Flow Maps: Make Some Noise for One-Step Conditional Generation
2026
Transition Matching Distillation for Fast Video Generation
2026
Transition Matching Distillation for Fast Video Generation
2026
Decoupled Diffusion Sampling for Inverse Problems on Function Spaces
2026
There is No VAE: End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-training
2025
Underdamped Diffusion Bridges with Applications to Sampling
2025
Large Language Models for Mathematicians
2023
Top co-authors
Arash Vahdat
· 1
Chao Liu
· 1
Neta Shaul
· 1
Topics
Diffusion Models
Training & Sampling
Audio Generation
3D & NeRF Generation
Conditioning & Control
cs.CE
Text-to-Video
Physics ML
Math & Equations
Code