Strodthoff, Nils

6 publications

NeurIPS 2025 Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers Johanna Vielhaben, Dilyara Bareeva, Jim Berend, Wojciech Samek, Nils Strodthoff

ICLRW 2025 Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers Johanna Vielhaben, Dilyara Bareeva, Jim Berend, Wojciech Samek, Nils Strodthoff

TMLR 2025 FeatInv: Spatially Resolved Mapping from Feature Space to Input Space Using Conditional Diffusion Models Nils Neukirch, Johanna Vielhaben, Nils Strodthoff

TMLR 2024 Decoupling Pixel Flipping and Occlusion Strategy for Consistent XAI Benchmarks Stefan Bluecher, Johanna Vielhaben, Nils Strodthoff

TMLR 2023 Diffusion-Based Time Series Imputation and Forecasting with Structured State Space Models Juan Lopez Alcaraz, Nils Strodthoff

TMLR 2023 Multi-Dimensional Concept Discovery (MCD): A Unifying Framework with Completeness Guarantees Johanna Vielhaben, Stefan Bluecher, Nils Strodthoff