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Coding
Ph.D. Student @ UBI | xAI Researcher | NOVA LINCS | INESC TEC | ex-Visiting Researcher @ University of Turin
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coherent-cbe-skin
coherent-cbe-skin PublicCode for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.
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Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey
Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey PublicOfficial repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CSUR) 2023
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concept-based-interpretability-VLM
concept-based-interpretability-VLM PublicCode for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", ISBI 2024 (Oral).
Jupyter Notebook 4
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zsl-methods
zsl-methods PublicOfficial repository of the paper "ZSpeedL - Evaluating the Performance of Zero-Shot Learning Methods using Low-Power Devices", AVSS 2021
Python 3
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custom-feature-extractor
custom-feature-extractor PublicA simple python script to extract features using deep learning models that are made available alongside pre-trained weights.
Python 3
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