Interpretability

interpretablevision.github.io

https://github.com/facebookresearch/TorchRay

NBDT: Neural-Backed Decision Trees,Arxiv2004

advancing state-of-the-art for interpretable methods by ∼14% on ImageNet to 75.30% top-1 accuracy.

Understanding Deep Networks via Extremal Perturbations and Smooth Masks,ICCV19

tutorial: Understanding Deep Neural Networks

Deep Image Prior