Leonard F. Bereska

According to our database, Leonard F. Bereska authored at least 8 papers between 2019 and 2025.

Collaborative distances:

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

2025

Superposition as Lossy Compression: Measure with Sparse Autoencoders and Connect to Adversarial Vulnerability.

Leonard F. Bereska, Zoe Tzifa-Kratira, Reza Samavi, Efstratios Gavves

CoRR, December, 2025

Superposition as Lossy Compression - Measure with Sparse Autoencoders and Connect to Adversarial Vulnerability.

Leonard F. Bereska, Zoe Tzifa-Kratira, Reza Samavi, Stratis Gavves

Trans. Mach. Learn. Res., 2025

Refining the Classroom: The Self-Supervised Professor Model for Improved Segmentation of Locally Advanced Pancreatic Ductal Adenocarcinoma.

Jacqueline I. Bereska, Selina Palic, Leonard F. Bereska, Efstratios Gavves, C. Yung Nio, Marnix P. M. Kop, Femke Struik, Freek Daams, Martijn A. van Dam, Tom Dijkhuis, Marc G. Besselink, Henk A. Marquering, Jaap Stoker, Inez M. Verpalen

J. Imaging Inform. Medicine, 2025

2024

Mechanistic Interpretability for AI Safety - A Review.

Leonard F. Bereska, Stratis Gavves

Trans. Mach. Learn. Res., 2024

Mechanistic Interpretability for AI Safety - A Review.

Leonard F. Bereska, Efstratios Gavves

CoRR, 2024

2022

Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems.

Manuel Brenner, Florian Hess, Jonas M. Mikhaeil, Leonard F. Bereska, Zahra Monfared, Po-Chen Kuo, Daniel Durstewitz

Proceedings of the International Conference on Machine Learning, 2022

Continual Learning of Dynamical Systems With Competitive Federated Reservoir Computing.

Leonard F. Bereska, Efstratios Gavves

Proceedings of the Conference on Lifelong Learning Agents, 2022

2019

Unsupervised Part-Based Disentangling of Object Shape and Appearance.

Dominik Lorenz, Leonard F. Bereska, Timo Milbich, Björn Ommer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019