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  1. Robustar Robustar Public

    Interactive Toolbox for Robust Vision Classification

    HTML 44 3

  2. HFC HFC Public

    Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

    Python 237 28

  3. ImageNet-Sketch ImageNet-Sketch Public

    ImageNet-Sketch data set for evaluating model's ability in learning (out-of-domain) semantics at ImageNet scale

    Python 201 15

  4. HEX HEX Public

    Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out

    Python 27 2

  5. PAR PAR Public

    Implementation of Patch-wise Adversarial Regularization from "Learning Robust Global Representations by Penalizing Local Predictive Power"

    Python 17 1

  6. thePrecisionLasso thePrecisionLasso Public

    implementation for Precision Lasso: accounting for correlations and linear dependencies in high-dimensional genomic data

    Jupyter Notebook 12 4