Draxler, Felix

12 publications

AISTATS 2025 TRADE: Transfer of Distributions Between External Conditions with Normalizing Flows Stefan Wahl, Armand Rousselot, Felix Draxler, Ullrich Koethe

NeurIPS 2025 Transformers for Mixed-Type Event Sequences Felix Draxler, Yang Meng, Kai Nelson, Lukas Laskowski, Yibo Yang, Theofanis Karaletsos, Stephan Mandt

ICML 2025 Variational Control for Guidance in Diffusion Models Kushagra Pandey, Farrin Marouf Sofian, Felix Draxler, Theofanis Karaletsos, Stephan Mandt

AISTATS 2024 Free-Form Flows: Make Any Architecture a Normalizing Flow Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe

NeurIPS 2024 Learning Distributions on Manifolds with Free-Form Flows Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Ullrich Köthe

ICLR 2024 Lifting Architectural Constraints of Injective Flows Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmermann, Ullrich Koethe

ICML 2024 On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows Felix Draxler, Stefan Wahl, Christoph Schnoerr, Ullrich Koethe

TMLR 2023 Finding Competence Regions in Domain Generalization Jens Müller, Stefan T. Radev, Robert Schmier, Felix Draxler, Carsten Rother, Ullrich Koethe

ICML 2023 On the Convergence Rate of Gaussianization with Random Rotations Felix Draxler, Lars Kühmichel, Armand Rousselot, Jens Müller, Christoph Schnoerr, Ullrich Koethe

NeurIPS 2022 Whitening Convergence Rate of Coupling-Based Normalizing Flows Felix Draxler, Christoph Schnörr, Ullrich Köthe

ICML 2019 On the Spectral Bias of Neural Networks Nasim Rahaman, Aristide Baratin, Devansh Arpit, Felix Draxler, Min Lin, Fred Hamprecht, Yoshua Bengio, Aaron Courville

ICML 2018 Essentially No Barriers in Neural Network Energy Landscape Felix Draxler, Kambis Veschgini, Manfred Salmhofer, Fred Hamprecht