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Adriano Lucieri
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2020 – today
- 2024
- [i10]Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed:
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR abs/2404.10356 (2024) - 2023
- [j6]Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. Frontiers Bioinform. 3 (2023) - 2022
- [j5]Adriano Lucieri
, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. 215: 106620 (2022) - [j4]Shishir Muralidhara
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Inf. Sci. Syst. 10(1): 21 (2022) - [j3]Dominique Mercier
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12: 100286 (2022) - [j2]Dominique Mercier
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. IEEE Trans. Ind. Informatics 18(11): 7834-7842 (2022) - [c5]Adriano Lucieri
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. MIUA 2022: 46-61 - [p1]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen. Künstliche Intelligenz im Gesundheitswesen 2022: 727-754 - [i9]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR abs/2201.01249 (2022) - [i8]Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. CoRR abs/2206.06466 (2022) - [i7]Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR abs/2211.04110 (2022) - 2021
- [c4]Sebastian Palacio, Adriano Lucieri
XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW 2021: 3759-3768 - [i6]Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. CoRR abs/2103.05112 (2021) - [i5]Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR abs/2105.06677 (2021) - [i4]Dominique Mercier
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. CoRR abs/2111.14838 (2021) - 2020
- [j1]Adriano Lucieri
Benchmarking Deep Learning Models for Classification of Book Covers. SN Comput. Sci. 1(3): 139 (2020) - [c3]Adriano Lucieri
Explaining AI-Based Decision Support Systems Using Concept Localization Maps. ICONIP (4) 2020: 185-193 - [c2]Adriano Lucieri
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN 2020: 1-10 - [i3]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Explaining AI-based Decision Support Systems using Concept Localization Maps. CoRR abs/2005.01399 (2020) - [i2]Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR abs/2005.02000 (2020) - [i1]Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems. CoRR abs/2011.13169 (2020)
2010 – 2019
- 2019
- [c1]Syed Tahseen Raza Rizvi
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. DICTA 2019: 1-8
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