Specific Algorithmic Interpretability of Neural Networks: A Case Study on Textures

Yanglin Zhang, Anneke von Seeger, Gilad Lerman +1

We develop a principled framework for constructing neural networks whose specific parameter realizations admit an explicit algorithmic interpretation. Existing algorithm-inspired a…