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Adriano Lucieri

Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery

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Apr 16, 2024
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Privacy Meets Explainability: A Comprehensive Impact Benchmark

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Nov 08, 2022
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Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification

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Jun 13, 2022
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ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions

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Jan 04, 2022
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Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification

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Nov 29, 2021
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XAI Handbook: Towards a Unified Framework for Explainable AI

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May 14, 2021
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Deep Learning Based Decision Support for Medicine -- A Case Study on Skin Cancer Diagnosis

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Mar 02, 2021
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Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems

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Nov 26, 2020
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On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors

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May 05, 2020
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Explaining AI-based Decision Support Systems using Concept Localization Maps

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May 04, 2020
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