Lorenz Vaitl

Joined

September 2023

Names

Lorenz Vaitl (Preferred)

Emails

****@outlook.com (Confirmed)

,

****@tu-berlin.de (Confirmed)

Personal Links

Career & Education History

PhD student

Technische Universität Berlin (tu-berlin.de)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Klaus Robert Müller

2019 – 2024

Expertise

Normalizing Flows

2020 – Present

Generative Models

2016 – Present

Publications

Path Gradients after Flow Matching
Lorenz Vaitl, Leon Klein
- NeurIPS 2025 poster
- Readers: Everyone
Fast and unified path gradient estimators for normalizing flows
Lorenz Vaitl, Ludwig Winkler, Lorenz Richter, Pan Kessel
- ICLR 2024 poster
- Readers: Everyone
Gradients should stay on path: better estimators of the reverse- and forward KL divergence for normalizing flows
Lorenz Vaitl, Kim A. Nicoli, Shinichi Nakajima, Pan Kessel
- Published: 01 Jan 2022, Last Modified: 06 Feb 2024
- Mach. Learn. Sci. Technol. 2022
- Readers: Everyone
Path-Gradient Estimators for Continuous Normalizing Flows
Lorenz Vaitl, Kim Andrea Nicoli, Shinichi Nakajima, Pan Kessel
- 2022 (modified: 17 Apr 2023)
- ICML 2022
- Readers: Everyone

Co-Authors