Visualization, Discriminability and Applications of Interpretable Saak Features

no code implementations • 25 Feb 2019 • Abinaya Manimaran, Thiyagarajan Ramanathan, Suya You, C-C Jay Kuo

In this work, we study the power of Saak features as an effort towards interpretable deep learning.

General Classification Image Classification

Robustness Of Saak Transform Against Adversarial Attacks

no code implementations • 7 Feb 2019 • Thiyagarajan Ramanathan, Abinaya Manimaran, Suya You, C-C Jay Kuo

This work investigates the robustness of Saak transform against adversarial attacks towards high performance image classification.

Adversarial Robustness Classification +3