Felix Draxler

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Spectral Images

Surface Curvature

Energy Landscape

Top Venues

Publications

Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmermann, Ullrich Köthe
Lifting Architectural Constraints of Injective Flows. ICLR (2024)
Felix Draxler, Stefan Wahl, Christoph Schnörr, Ullrich Köthe
On the Universality of Coupling-based Normalizing Flows. CoRR (2024)
Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe
Free-form Flows: Make Any Architecture a Normalizing Flow. AISTATS (2024)
Felix Draxler, Peter Sorrenson, Lea Zimmermann, Armand Rousselot, Ullrich Köthe
Free-form Flows: Make Any Architecture a Normalizing Flow. CoRR (2023)
Felix Draxler, Lars Kühmichel, Armand Rousselot, Jens Müller, Christoph Schnörr, Ullrich Köthe
On the Convergence Rate of Gaussianization with Random Rotations. CoRR (2023)
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Ullrich Köthe
Learning Distributions on Manifolds with Free-form Flows. CoRR (2023)
Jens Müller, Stefan T. Radev, Robert Schmier, Felix Draxler, Carsten Rother, Ullrich Köthe
Finding Competence Regions in Domain Generalization. CoRR (2023)
Jens Müller, Stefan T. Radev, Robert Schmier, Felix Draxler, Carsten Rother, Ullrich Köthe
Finding Competence Regions in Domain Generalization. Trans. Mach. Learn. Res. 2023 (2023)
Felix Draxler, Lars Kühmichel, Armand Rousselot, Jens Müller, Christoph Schnörr, Ullrich Köthe
On the Convergence Rate of Gaussianization with Random Rotations. ICML (2023)
Peter Sorrenson, Felix Draxler, Armand Rousselot, Sander Hummerich, Lea Zimmerman, Ullrich Köthe
Maximum Likelihood Training of Autoencoders. CoRR (2023)
Felix Draxler, Christoph Schnörr, Ullrich Köthe
Whitening Convergence Rate of Coupling-based Normalizing Flows. CoRR (2022)
Felix Draxler, Christoph Schnörr, Ullrich Köthe
Whitening Convergence Rate of Coupling-based Normalizing Flows. NeurIPS (2022)
Jonathan Schwarz, Felix Draxler, Ullrich Köthe, Christoph Schnörr
Riemannian SOS-Polynomial Normalizing Flows. GCPR (2020)
Felix Draxler, Jonathan Schwarz, Christoph Schnörr, Ullrich Köthe
Characterizing the Role of a Single Coupling Layer in Affine Normalizing Flows. GCPR (2020)
Nasim Rahaman, Aristide Baratin, Devansh Arpit, Felix Draxler, Min Lin, Fred A. Hamprecht, Yoshua Bengio, Aaron C. Courville
On the Spectral Bias of Neural Networks. ICML (2019)
Felix Draxler, Kambis Veschgini, Manfred Salmhofer, Fred A. Hamprecht
Essentially No Barriers in Neural Network Energy Landscape. CoRR (2018)
Nasim Rahaman, Devansh Arpit, Aristide Baratin, Felix Draxler, Min Lin, Fred A. Hamprecht, Yoshua Bengio, Aaron C. Courville
On the Spectral Bias of Deep Neural Networks. CoRR (2018)
Felix Draxler, Kambis Veschgini, Manfred Salmhofer, Fred A. Hamprecht
Essentially No Barriers in Neural Network Energy Landscape. ICML (2018)