Ludwig Winkler

14 papers A* 2A 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhanced Diffusion Sampling: Efficient Rare Event Sampling and Free Energy Calculation with Diffusion Models.
CoRR
Yu Xie, Ludwig Winkler, Lixin Sun, Sarah Lewis, Adam Evan Foster, José Jiménez-Luna, Tim Hempel, Michael Gastegger, Yaoyi Chen, Iryna Zaporozhets, Cecilia Clementi, Christopher M. Bishop, Frank Noé
2024 A* conf
Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models.
ICML
Ludwig Winkler, Lorenz Richter, Manfred Opper
2024 J jnl
Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models.
CoRR
Ludwig Winkler, Lorenz Richter, Manfred Opper
2024 J jnl
Fast and Unified Path Gradient Estimators for Normalizing Flows.
CoRR
Lorenz Vaitl, Ludwig Winkler, Lorenz Richter, Pan Kessel
2024 A* conf
Fast and unified path gradient estimators for normalizing flows.
ICLR
Lorenz Vaitl, Ludwig Winkler, Lorenz Richter, Pan Kessel
2024 J jnl
Time-Reversible Bridges of Data with Machine Learning.
CoRR
Ludwig Winkler
2023 J jnl
A Score-Based Approach for Training Schrödinger Bridges for Data Modelling.
Entropy
Ludwig Winkler, César Ojeda, Manfred Opper
2022 J jnl
High-fidelity molecular dynamics trajectory reconstruction with bi-directional neural networks.
Mach. Learn. Sci. Technol.
Ludwig Winkler, Klaus-Robert Müller, Huziel E. Sauceda
2022 J jnl
Stochastic Control for Bayesian Neural Network Training.
Entropy
Ludwig Winkler, César Ojeda, Manfred Opper
2022 J jnl
Super-resolution in Molecular Dynamics Trajectory Reconstruction with Bi-Directional Neural Networks.
CoRR
Ludwig Winkler, Klaus-Robert Müller, Huziel E. Sauceda
2021 J jnl
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology.
Mach. Learn. Knowl. Extr.
Stefan Studer, Thanh Binh Bui, Christian Drescher, Alexander Hanuschkin, Ludwig Winkler, Steven Peters, Klaus-Robert Müller
2020 J jnl
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology.
CoRR
Stefan Studer, Thanh Binh Bui, Christian Drescher, Alexander Hanuschkin, Ludwig Winkler, Steven Peters, Klaus-Robert Müller
2016 A conf
Automatic detection and analysis of photovoltaic modules in aerial infrared imagery.
WACV
Sergiu Dotenco, Manuel Dalsass, Ludwig Winkler, Tobias Wurzner, Christoph Brabec, Andreas K. Maier, Florian Gallwitz
2015 — conf
Unobtrusive heart rate estimation during physical exercise using photoplethysmographic and acceleration data.
EMBC
Patrick Mullan, Christoph M. Kanzler, Benedikt Lorch, Lea Schroeder, Ludwig Winkler, Larissa Laich, Frederik Riedel, Robert Richer, Christoph Luckner, Heike Leutheuser, Björn M. Eskofier, Cristian F. Pasluosta