Adriano Lucieri

31 papers B 1Misc 1Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI.
Trans. Mach. Learn. Res.
David Dembinsky, Adriano Lucieri, Stanislav Frolov, Hiba Najjar, Ko Watanabe, Andreas Dengel
2025 J jnl
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering.
CoRR
Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2025 J jnl
LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations.
CoRR
Payal Varshney, Adriano Lucieri, Christoph Balada, Sheraz Ahmed, Andreas Dengel
2025 — conf
Spectral Occlusion - Attribution Beyond Spatial Relevance Heatmaps.
xAI (5)
Fabian Schmeisser, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2025 J jnl
The Directed Prediction Change - Efficient and Trustworthy Fidelity Assessment for Local Feature Attribution Methods.
CoRR
Kevin Iselborn, David Dembinsky, Adriano Lucieri, Andreas Dengel
2025 J jnl
Towards Facilitated Fairness Assessment of AI-based Skin Lesion Classifiers Through GenAI-based Image Synthesis.
CoRR
Ko Watanabe, Stanislav Frolov, Adriano Lucieri, Andreas Dengel
2025 J jnl
Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI.
CoRR
David Dembinsky, Adriano Lucieri, Stanislav Frolov, Hiba Najjar, Ko Watanabe, Andreas Dengel
2024 — conf
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery.
ICPR (12)
Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery.
CoRR
Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed
2024 J jnl
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods.
Frontiers Artif. Intell.
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI.
Frontiers Bioinform.
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022 — ch.
Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen.
Künstliche Intelligenz im Gesundheitswesen
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
IEEE Trans. Ind. Informatics
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2022 J jnl
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions.
CoRR
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022 J jnl
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions.
Comput. Methods Programs Biomed.
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning.
Health Inf. Sci. Syst.
Shishir Muralidhara, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022 J jnl
PPML-TSA: A modular privacy-preserving time series classification framework.
Softw. Impacts
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Privacy Meets Explainability: A Comprehensive Impact Benchmark.
CoRR
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022 — conf
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification.
MIUA
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification.
CoRR
Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis.
CoRR
Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2021 J jnl
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
CoRR
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2021 — conf
XAI Handbook: Towards a Unified Framework for Explainable AI.
ICCVW
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel
2021 J jnl
XAI Handbook: Towards a Unified Framework for Explainable AI.
CoRR
Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel
2020 J jnl
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems.
CoRR
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Benchmarking Deep Learning Models for Classification of Book Covers.
SN Comput. Sci.
Adriano Lucieri, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed
2020 — conf
Explaining AI-Based Decision Support Systems Using Concept Localization Maps.
ICONIP (4)
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Explaining AI-based Decision Support Systems using Concept Localization Maps.
CoRR
Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed
2020 B conf
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors.
IJCNN
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2020 J jnl
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors.
CoRR
Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed
2019 Misc conf
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images.
DICTA
Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed