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DEEL AI Papers codes

DEEL Dependable, Certifiable & Explainable Artificial Intelligence for Critical Systems

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  1. conformal-segmentation conformal-segmentation Public

    [CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation

    Python 23 2

  2. consema consema Public

    [MICCAI 2025] Conformalization of Segmentation by Margin expansion. Conformal Prediction for Image Segmentation Using Morphological Prediction Sets (arXiv:2503.05618)

    Jupyter Notebook 4

  3. Back-to-the-Baseline Back-to-the-Baseline Public

    Examining Baseline Effects on Explainability Metrics

    Jupyter Notebook 2

  4. SurgVU2024-PhaseDetection SurgVU2024-PhaseDetection Public

    Code for our submission to the MICCAI surgvu24 challenge. We competed in category 2 (action detection)

    Python 2

  5. lip-rcp lip-rcp Public

    Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks

    Jupyter Notebook 2

  6. hadamRNN hadamRNN Public

    Binary and Ternary orthogonal recurrent neural network

    Python 1

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