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craymichael/README.md

Hello!

  • 🔭 I’m currently working at Meta and received my PhD from the University of Notre Dame
  • 📫 Contact me on my site

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  1. pytorch/captum pytorch/captum Public

    Model interpretability and understanding for PyTorch

    Python 5k 499

  2. ProtoFlow ProtoFlow Public

    Official code for the paper, "This Probably Looks Exactly Like That: An Invertible Prototypical Network"

    Python 2

  3. merlresearch/PixPNet merlresearch/PixPNet Public

    Contains code for our paper, Pixel-Grounded Prototypical Part Networks

    Python 8 2

  4. PostHocExplainerEvaluation PostHocExplainerEvaluation Public

    Evaluation framework for post hoc explanation methods | Explainable AI (XAI)

    Jupyter Notebook 3

  5. unfooling unfooling Public

    [AAAI'23 Paper] A machine learning defense for auditors of black box automated decision-making systems.

    Python 3 1

  6. CNN_LCD CNN_LCD Public

    CNNs for Loop-Closure Detection on the Oxford New College and City Centre Datasets

    Python 58 14