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  1. MixupContrastiveLearning MixupContrastiveLearning Public

    Code for mixup contrastive learning

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  2. InformationTheoryExperiment InformationTheoryExperiment Public

    Code used for information theory analysis of deep neural networks using matrix--based renyi's entropy and tensor kernels.

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  3. RELAX RELAX Public

    Code for RELAX, a framework for explaining representations.

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  4. Thesis Thesis Public

    This repository containts all code for my master thesis where the task is to perform semantic segmentation of colorectal polyps using Fully Convolutional Networks.

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  5. TimeSeriesXAI TimeSeriesXAI Public

    Code used in the paper "Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series"

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  6. quantitative-xai-manipulation quantitative-xai-manipulation Public

    ECCV 2024 Workshop on Explainable Computer Vision] Code and notebooks to paper “From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation

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