Essentially No Barriers in Neural Network Energy Landscape. - Felix Draxler; Kambis Veschgini; Manfred Salmhofer; Fred A. Hamprecht (ICML, 2018)

On the Spectral Bias of Deep Neural Networks. - Nasim Rahaman; Devansh Arpit; Aristide Baratin; Felix Draxler; Min Lin; Fred A. Hamprecht; Yoshua Bengio; Aaron C. Courville (CoRR, 2018)

On the Spectral Bias of Neural Networks. - Nasim Rahaman; Aristide Baratin; Devansh Arpit; Felix Draxler; Min Lin; Fred A. Hamprecht; Yoshua Bengio; Aaron C. Courville (ICML, 2019)

Characterizing the Role of a Single Coupling Layer in Affine Normalizing Flows. - Felix Draxler; Jonathan Schwarz; Christoph Schnörr; Ullrich Köthe (GCPR, 2020)

Riemannian SOS-Polynomial Normalizing Flows. - Jonathan Schwarz; Felix Draxler; Ullrich Köthe; Christoph Schnörr (GCPR, 2020)

Whitening Convergence Rate of Coupling-based Normalizing Flows. - Felix Draxler; Christoph Schnörr; Ullrich Köthe (NeurIPS, 2022)

On the Convergence Rate of Gaussianization with Random Rotations. - Felix Draxler; Lars Kühmichel; Armand Rousselot; Jens Müller 009; Christoph Schnörr; Ullrich Köthe (ICML, 2023)

Maximum Likelihood Training of Autoencoders. - Peter Sorrenson; Felix Draxler; Armand Rousselot; Sander Hummerich; Lea Zimmermann; Ullrich Köthe (CoRR, 2023)

Finding Competence Regions in Domain Generalization. - Jens Müller 009; Stefan T. Radev; Robert Schmier; Felix Draxler; Carsten Rother; Ullrich Köthe (Trans. Mach. Learn. Res., 2023)

Free-form Flows: Make Any Architecture a Normalizing Flow. - Felix Draxler; Peter Sorrenson; Lea Zimmermann; Armand Rousselot; Ullrich Köthe (AISTATS, 2024)

Lifting Architectural Constraints of Injective Flows. - Peter Sorrenson; Felix Draxler; Armand Rousselot; Sander Hummerich; Lea Zimmermann; Ullrich Köthe (ICLR, 2024)

On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows. - Felix Draxler; Stefan Wahl; Christoph Schnörr; Ullrich Köthe (ICML, 2024)

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

On the Universality of Coupling-based Normalizing Flows. - Felix Draxler; Stefan Wahl; Christoph Schnörr; Ullrich Köthe (CoRR, 2024)

TRADE: Transfer of Distributions between External Conditions with Normalizing Flows. - Stefan Wahl; Armand Rousselot; Felix Draxler; Ullrich Köthe (AISTATS, 2025)

Variational Control for Guidance in Diffusion Models. - Kushagra Pandey; Farrin Marouf Sofian; Felix Draxler; Theofanis Karaletsos; Stephan Mandt (CoRR, 2025)