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Ludwig Winkler
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 8
Top Topics
Infrared Imagery
Crisp Dm
Neural Network Training
Molecular Dynamics
Top Venues
CoRR
Entropy
Mach. Learn. Sci. Technol.
Mach. Learn. Knowl. Extr.
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Publications
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Ludwig Winkler
,
César Ojeda
,
Manfred Opper
A Score-Based Approach for Training Schrödinger Bridges for Data Modelling.
Entropy
25 (2) (2023)
Ludwig Winkler
,
Klaus-Robert Müller
,
Huziel E. Sauceda
Super-resolution in Molecular Dynamics Trajectory Reconstruction with Bi-Directional Neural Networks.
CoRR
(2022)
Ludwig Winkler
,
César Ojeda
,
Manfred Opper
Stochastic Control for Bayesian Neural Network Training.
Entropy
24 (8) (2022)
Ludwig Winkler
,
Klaus-Robert Müller
,
Huziel E. Sauceda
High-fidelity molecular dynamics trajectory reconstruction with bi-directional neural networks.
Mach. Learn. Sci. Technol.
3 (2) (2022)
Stefan Studer
,
Thanh Binh Bui
,
Christian Drescher
,
Alexander Hanuschkin
,
Ludwig Winkler
,
Steven Peters
,
Klaus-Robert Müller
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology.
Mach. Learn. Knowl. Extr.
3 (2) (2021)
Stefan Studer
,
Thanh Binh Bui
,
Christian Drescher
,
Alexander Hanuschkin
,
Ludwig Winkler
,
Steven Peters
,
Klaus-Robert Müller
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology.
CoRR
(2020)
Sergiu Dotenco
,
Manuel Dalsass
,
Ludwig Winkler
,
Tobias Wurzner
,
Christoph Brabec
,
Andreas K. Maier
,
Florian Gallwitz
Automatic detection and analysis of photovoltaic modules in aerial infrared imagery.
WACV
(2016)
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
Unobtrusive heart rate estimation during physical exercise using photoplethysmographic and acceleration data.
EMBC
(2015)