Research author
Wojciech Samek
7 AI research papers in the One9Founders library, with summaries and links to original sources.
Papers by Wojciech Samek
Aug 26, 2026
cs.LG
ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing
Roshan Prakash Rane, Marco Simnacher, Manuel Pfeuffer, et al.
Jul 8, 2026
cs.LG
Collaborative Synthetic Data Generation for Knowledge Transfer in Federated Learning
Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek
Jun 30, 2026
cs.LG
FedXDS: Leveraging Model Attribution Methods to counteract Data Heterogeneity in Federated Learning
Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek
Jun 17, 2026
cs.LG
INDEQS: Informed Neural controlled Differential EQuationS
Michael Detzel, Gabriel Nobis, Kristiyan Blagov, et al.
Jun 9, 2026
cs.LG
Predicting Future Behaviors in Reasoning Models Enables Better Steering
Evgenii Kortukov, Piotr Komorowski, Florian Klein, et al.
Apr 24, 2026
cs.CV
Contrastive Semantic Projection: Faithful Neuron Labeling with Contrastive Examples
Oussama Bouanani, Jim Berend, Wojciech Samek, et al.
Apr 15, 2026
cs.CL
From Weights to Activations: Is Steering the Next Frontier of Adaptation?
Simon Ostermann, Daniil Gurgurov, Tanja Baeumel, et al.