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1. Robustar Robustar Public

   Interactive Toolbox for Robust Vision Classification

   HTML 43 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 215 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 18 1

6. thePrecisionLasso thePrecisionLasso Public

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

   Jupyter Notebook 13 4