Felix Draxler

Most-cited papers

Essentially No Barriers in Neural Network Energy Landscape
Felix Draxler, K. Veschgini, M. Salmhofer, F. Hamprecht
2018International Conference on Machine Learning592 citations
Semantic Scholar
Free-form Flows: Make Any Architecture a Normalizing Flow
Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot +1 more
2023International Conference on Artificial Intelligence and Statistics31 citations
Semantic Scholar
Variational Control for Guidance in Diffusion Models
Kushagra Pandey, Farrin Marouf Sofian, Felix Draxler, Theofanis Karaletsos +1 more
2025International Conference on Machine Learning25 citations
Semantic Scholar
On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows
Felix Draxler, Stefan Wahl, C. Schnörr, Ullrich Köthe
2024International Conference on Machine Learning23 citations
Semantic Scholar
Lifting Architectural Constraints of Injective Flows
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich +2 more
2023International Conference on Learning Representations17 citations
Semantic Scholar
Parallel Token Prediction for Language Models
Felix Draxler, Justus C. Will, Farrin Marouf Sofian, Theofanis Karaletsos +2 more
2025arXiv.org10 citations
Semantic Scholar
Transformers for Mixed-type Event Sequences
Felix Draxler, Yang Meng, Kai Nelson, L. Laskowski +3 more
2025Neural Information Processing Systems10 citations
Semantic Scholar
Learning Distributions on Manifolds with Free-form Flows
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich +1 more
2023Neural Information Processing Systems7 citations
Semantic Scholar
Whitening Convergence Rate of Coupling-based Normalizing Flows
Felix Draxler, C. Schnörr, U. Köthe
2022Neural Information Processing Systems7 citations Open access
Semantic Scholar
Calibrated Test-Time Guidance for Bayesian Inference
Daniel Geyfman, Felix Draxler, J.C. Groeneveld, Hyunsoo Lee +2 more
2026arXiv.org6 citations
Semantic Scholar
TRADE: Transfer of Distributions between External Conditions with Normalizing Flows
Stefan Wahl, Armand Rousselot, Felix Draxler, Henrik Schopmans +1 more
2024International Conference on Artificial Intelligence and Statistics5 citations
Semantic Scholar
On the Convergence Rate of Gaussianization with Random Rotations
Felix Draxler, Lars Kuhmichel, Armand Rousselot, Jens Müller +2 more
2023International Conference on Machine Learning5 citations Open access
Semantic Scholar
Finding Competence Regions in Domain Generalization
Jens Müller, Stefan T. Radev, R. Schmier, Felix Draxler +2 more
2023Trans. Mach. Learn. Res.4 citations Open access
Semantic Scholar
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?
Coen Adler, Yu-Xin Chang, Felix Draxler, Samar Abdi +1 more
2025International Conference on Learning Representations3 citations
Semantic Scholar
Characterizing the Role of a Single Coupling Layer in Affine Normalizing Flows
Felix Draxler, Jonathan Schwarz, C. Schnörr, U. Köthe
2021German Conference on Pattern Recognition3 citations
Semantic Scholar
Hierarchical Variational Policies for Reward-Guided Diffusion
Kushagra Pandey, Farrin Marouf Sofian, J. Groeneveld, Felix Draxler +1 more
2026arXiv.org1 citations
Semantic Scholar
Riemannian SOS-Polynomial Normalizing Flows
Jonathan Schwarz, Felix Draxler, U. Köthe, C. Schnörr
2021German Conference on Pattern Recognition1 citations
Semantic Scholar
Parallel Language Models via Variational Decoding
Felix Draxler, R. Geyer, Daniel Geyfman, Farrin Marouf Sofian +12 more
20260 citations
Semantic Scholar
Hamilton- Interactive Ontology Learning
L. Laskowski, Felix Draxler, Michael Hladik, Fabian Panse +3 more
2026Proceedings of the VLDB Endowment0 citations
Semantic Scholar
Bose-Einstein condensate experiment as a nonlinear block of a machine learning pipeline
Maurus Hans, Elinor Kath, Marius Sparn, Nikolas Liebster +4 more
2024Physical Review Research0 citations Open access
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Bose Einstein condensate as nonlinear block of a Machine Learning pipeline
Maurus Hans, Elinor Kath, Marius Sparn, Nikolas Liebster +4 more
20230 citations
Semantic Scholar