Höhne, Marina M.-C.

5 publications

AAAI 2025 Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution Carlos Eiras-Franco, Anna Hedström, Marina M.-C. Höhne

NeurIPS 2024 CoSy: Evaluating Textual Explanations of Neurons Laura Kopf, Philine Lou Bommer, Anna Hedström, Sebastian Lapuschkin, Marina M.-C. Höhne, Kirill Bykov

ECCVW 2024 From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation Kristoffer Wickstrøm, Marina M.-C. Höhne, Anna Hedström

MLOSS 2023 Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond Anna Hedström, Leander Weber, Daniel Krakowczyk, Dilyara Bareeva, Franz Motzkus, Wojciech Samek, Sebastian Lapuschkin, Marina M.-C. Höhne

AAAI 2022 NoiseGrad - Enhancing Explanations by Introducing Stochasticity to Model Weights Kirill Bykov, Anna Hedström, Shinichi Nakajima, Marina M.-C. Höhne