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1. MadryLab/failure-directions MadryLab/failure-directions Public

   Distilling Model Failures as Directions in Latent Space

   Jupyter Notebook 45 5

2. MadryLab/smoothed-vit MadryLab/smoothed-vit Public

   Certified Patch Robustness via Smoothed Vision Transformers

   Python 42 4

3. MadryLab/dataset-interfaces MadryLab/dataset-interfaces Public

   Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation

   Jupyter Notebook 43 2

4. MadryLab/bias-transfer MadryLab/bias-transfer Public

   Python 15

5. MadryLab/copriors MadryLab/copriors Public

   Combining Diverse Feature Priors

   Python 8

6. MadryLab/missingness MadryLab/missingness Public

   Code for our ICLR 2022 paper "Missingness Bias in Model Debugging"

   Jupyter Notebook 5