Research author

Wojciech Samek

11 AI research papers in the One9Founders library, with summaries and links to original sources.

Papers by Wojciech Samek

Heads of Security: Learned Attention Gates Improve Prompt Injection Robustness

Igor Shilov, Xiaoxue Yang, Alexander Panfilov, et al.

Argument Graph Uncertainty: Quantifying Uncertainty from the Logical Structure of Reasoning Chains

Simon Baur, Sumire Honda, Wojciech Samek, et al.

Cross-Architecture Foundation-Model Distillation for Edge Flood Segmentation

Fabian Schmalstieg, Karsten Mueller, Wojciech Samek

ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers

Jim Berend, Reduan Achtibat, Daniel Schäffer, et al.

ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing

Roshan Prakash Rane, Marco Simnacher, Manuel Pfeuffer, et al.

Collaborative Synthetic Data Generation for Knowledge Transfer in Federated Learning

Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek

FedXDS: Leveraging Model Attribution Methods to counteract Data Heterogeneity in Federated Learning

Maximilian Andreas Hoefler, Karsten Mueller, Wojciech Samek

INDEQS: Informed Neural controlled Differential EQuationS

Michael Detzel, Gabriel Nobis, Kristiyan Blagov, et al.

Predicting Future Behaviors in Reasoning Models Enables Better Steering

Evgenii Kortukov, Piotr Komorowski, Florian Klein, et al.

Contrastive Semantic Projection: Faithful Neuron Labeling with Contrastive Examples

Oussama Bouanani, Jim Berend, Wojciech Samek, et al.

From Weights to Activations: Is Steering the Next Frontier of Adaptation?

Simon Ostermann, Daniil Gurgurov, Tanja Baeumel, et al.

Wojciech Samek — AI Research Papers | One9Founders