Alice Bizeul

According to our database, Alice Bizeul authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Interpretable Diffusion Models with B-cos Networks.

Nicola Bernold, Moritz Vandenhirtz, Alice Bizeul, Julia E. Vogt

CoRR, July, 2025

From Pixels to Components: Eigenvector Masking for Visual Representation Learning.

Alice Bizeul, Thomas M. Sutter, Alain Ryser, Bernhard Schölkopf, Julius von Kügelgen, Julia E. Vogt

CoRR, February, 2025

Cross-Entropy Is All You Need To Invert the Data Generating Process.

Patrik Reizinger, Alice Bizeul, Attila Juhos, Julia E. Vogt, Randall Balestriero, Wieland Brendel, David A. Klindt

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

A Probabilistic Model behind Self- Supervised Learning.

Alice Bizeul, Bernhard Schölkopf, Carl Allen

Trans. Mach. Learn. Res., 2024

A Probabilistic Model to explain Self-Supervised Representation Learning.

Alice Bizeul, Bernhard Schölkopf, Carl Allen

CoRR, 2024

2023

Identifiability Results for Multimodal Contrastive Learning.

Imant Daunhawer, Alice Bizeul, Emanuele Palumbo, Alexander Marx, Julia E. Vogt

Proceedings of the Eleventh International Conference on Learning Representations, 2023