Jim Berend

According to our database, Jim Berend authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

Playing the network backward: A Game Theoretic Attribution Framework.

Jakob Paul Zimmermann, Jim Berend, Georg Loho, Sebastian Lapuschkin, Wojciech Samek

CoRR, May, 2026

Contrastive Semantic Projection: Faithful Neuron Labeling with Contrastive Examples.

Oussama Bouanani, Jim Berend, Wojciech Samek, Sebastian Lapuschkin, Maximilian Dreyer

CoRR, April, 2026

X-SYS: A Reference Architecture for Interactive Explanation Systems.

Tobias Labarta, Nhi Hoang, Maximilian Dreyer, Jim Berend, Oleg Hein, Jackie Ma, Wojciech Samek, Sebastian Lapuschkin

CoRR, February, 2026

2025

Atlas-Alignment: Making Interpretability Transferable Across Language Models.

Bruno Puri, Jim Berend, Sebastian Lapuschkin, Wojciech Samek

CoRR, October, 2025

From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance.

Maximilian Dreyer, Lorenz Hufe, Jim Berend, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek

CoRR, May, 2025

Mechanistic understanding and validation of large AI models with SemanticLens.

Maximilian Dreyer, Jim Berend, Tobias Labarta, Johanna Vielhaben, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek

CoRR, January, 2025

Efficient and Flexible Neural Network Training through Layer-wise Feedback Propagation.

Leander Weber, Jim Berend, Moritz Weckbecker, Alexander Binder, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

Trans. Mach. Learn. Res., 2025

2024

Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers.

Johanna Vielhaben, Dilyara Bareeva, Jim Berend, Wojciech Samek, Nils Strodthoff

CoRR, 2024

2023

Layer-wise Feedback Propagation.

Leander Weber, Jim Berend, Alexander Binder, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin

CoRR, 2023