Showing 1–15 of 15 results
/ Date/ Name
May 4, 2020Explaining AI-based Decision Support Systems using Concept Localization MapsMar 2, 2021Deep Learning Based Decision Support for Medicine -- A Case Study on Skin Cancer DiagnosisApr 16, 2024Generating Counterfactual Trajectories with Latent Diffusion Models for Concept DiscoveryNov 8, 2022Privacy Meets Explainability: A Comprehensive Impact BenchmarkMay 5, 2020On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation VectorsJan 4, 2022ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin LesionsMay 11, 2025Discovering Concept Directions from Diffusion-based Counterfactuals via Latent ClusteringSep 10, 2025LD-ViCE: Latent Diffusion Model for Video Counterfactual ExplanationsJun 13, 2022Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion ClassificationNov 26, 2025The Directed Prediction Change - Efficient and Trustworthy Fidelity Assessment for Local Feature Attribution MethodsNov 29, 2021Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series ClassificationJul 23, 2025Towards Facilitated Fairness Assessment of AI-based Skin Lesion Classifiers Through GenAI-based Image SynthesisJun 18, 2025Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AINov 26, 2020Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis SystemsMay 14, 2021XAI Handbook: Towards a Unified Framework for Explainable AI