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  1. exploring_the_limits_of_OOD_detection exploring_the_limits_of_OOD_detection Public

    Code to replicate the key results from Exploring the Limits of Out-of-Distribution Detection (https://arxiv.org/abs/2106.03004) by Stanislav Fort, Jie Ren, Balaji Lakshminarayanan, published at Neu…

    Jupyter Notebook 43 8

  2. gaussian-prototypical-networks gaussian-prototypical-networks Public

    Gaussian prototypical network architecture for few-shot learning

    Python 38 11

  3. dissect-git-re-basin dissect-git-re-basin Public

    Replicating and dissecting the git-re-basin project in one-click-replication Colabs

    Jupyter Notebook 36 3

  4. OpenAI_CLIP_adversarial_examples OpenAI_CLIP_adversarial_examples Public

    Developing adversarial examples and showing their semantic generalization for the OpenAI CLIP model (https://github.com/openai/CLIP)

    Jupyter Notebook 26 2

  5. adversaries_to_convnext adversaries_to_convnext Public

    Adversarial examples to the new ConvNeXt architecture

    Jupyter Notebook 20

  6. ensemble-everything-everywhere ensemble-everything-everywhere Public

    The code for the Ensemble everything everywhere: Multi-scale aggregation for adversarial robustness paper

    Jupyter Notebook 16 1