Cornelius Schröder

17 papers A* 4Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Head-to-Head autonomous racing at the limits of handling in the A2RL challenge.
CoRR
Simon Hoffmann, Simon Sagmeister, Tobias Betz, Joscha Bongard, Sascha Büttner, Dominic Ebner, Daniel Esser, Georg Jank, Sven Goblirsch, Alexander Langmann, Maximilian Leitenstern, Levent Ögretmen, Phillip Pitschi, Ann-Kathrin Schwehn, Cornelius Schröder, Marcel Weinmann, Frederik Werner, Boris Lohmann, Johannes Betz, Markus Lienkamp
2026 J jnl
Scalable Simulation-Based Model Inference with Test-Time Complexity Control.
CoRR
Manuel Glöckler, J. P. Manzano-Patrón, Stamatios N. Sotiropoulos, Cornelius Schröder, Jakob H. Macke
2025 J jnl
Calibrating the Full Predictive Class Distribution of 3D Object Detectors for Autonomous Driving.
CoRR
Cornelius Schröder, Marius-Raphael Schlüter, Markus Lienkamp
2025 J jnl
FNOPE: Simulation-based inference on function spaces with Fourier Neural Operators.
CoRR
Guy Moss, Leah Sophie Muhle, Reinhard Drews, Jakob H. Macke, Cornelius Schröder
2025 J jnl
Simulation-Based Inference: A Practical Guide.
CoRR
Michael Deistler, Jan Boelts, Peter Steinbach, Guy Moss, Thomas Moreau, Manuel Glöckler, Pedro L. C. Rodrigues, Julia Linhart, Janne K. Lappalainen, Benjamin Kurt Miller, Pedro J. Gonçalves, Jan-Matthis Lueckmann, Cornelius Schröder, Jakob H. Macke
2025 J jnl
Uncertainty mapping and probabilistic tractography using Simulation-based Inference in diffusion MRI: A comparison with classical Bayes.
Medical Image Anal.
J. P. Manzano-Patrón, Michael Deistler, Cornelius Schröder, Theodore Kypraios, Pedro J. Gonçalves, Jakob H. Macke, Stamatios N. Sotiropoulos
2025 J jnl
sbi reloaded: a toolkit for simulation-based inference workflows.
J. Open Source Softw.
Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2024 J jnl
A Practical Guide to Sample-based Statistical Distances for Evaluating Generative Models in Science.
Trans. Mach. Learn. Res.
Sebastian Bischoff, Alana Darcher, Michael Deistler, Richard Gao, Franziska Gerken, Manuel Glöckler, Lisa Haxel, Jaivardhan Kapoor, Janne K. Lappalainen, Jakob H. Macke, Guy Moss, Matthijs Pals, Felix Pei, Rachel Rapp, A Erdem Sagtekin, Cornelius Schröder, Auguste Schulz, Zinovia Stefanidi, Shoji Toyota, Linda Ulmer, Julius Vetter
2024 J jnl
A Practical Guide to Statistical Distances for Evaluating Generative Models in Science.
CoRR
Sebastian Bischoff, Alana Darcher, Michael Deistler, Richard Gao, Franziska Gerken, Manuel Glöckler, Lisa Haxel, Jaivardhan Kapoor, Janne K. Lappalainen, Jakob H. Macke, Guy Moss, Matthijs Pals, Felix Pei, Rachel Rapp, A Erdem Sagtekin, Cornelius Schröder, Auguste Schulz, Zinovia Stefanidi, Shoji Toyota, Linda Ulmer, Julius Vetter
2024 A* conf
Simultaneous identification of models and parameters of scientific simulators.
ICML
Cornelius Schröder, Jakob H. Macke
2024 A* conf
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation.
NeurIPS
Julius Vetter, Guy Moss, Cornelius Schröder, Richard Gao, Jakob H. Macke
2024 J jnl
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation.
CoRR
Julius Vetter, Guy Moss, Cornelius Schröder, Richard Gao, Jakob H. Macke
2024 J jnl
sbi reloaded: a toolkit for simulation-based inference workflows.
CoRR
Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke
2023 J jnl
Simulation-Based Inference of Surface Accumulation and Basal Melt Rates of an Antarctic Ice Shelf from Isochronal Layers.
CoRR
Guy Moss, Vjeran Visnjevic, Olaf Eisen, Falk M. Oraschewski, Cornelius Schröder, Jakob H. Macke, Reinhard Drews
2023 J jnl
Simultaneous identification of models and parameters of scientific simulators.
CoRR
Cornelius Schröder, Jakob H. Macke
2020 A* conf
System Identification with Biophysical Constraints: A Circuit Model of the Inner Retina.
NeurIPS
Cornelius Schröder, David A. Klindt, Sarah Strauß, Katrin Franke, Matthias Bethge, Thomas Euler, Philipp Berens
2019 A* conf
Approximate Bayesian Inference for a Mechanistic Model of Vesicle Release at a Ribbon Synapse.
NeurIPS
Cornelius Schröder, Ben James, Leon Lagnado, Philipp Berens