2 papers
cs.CV2019
Visualization, Discriminability and Applications of Interpretable Saak Features
Abinaya Manimaran, Thiyagarajan Ramanathan, Suya You +1
In this work, we study the power of Saak features as an effort towards interpretable deep learning. Being inspired by the operations of convolutional layers of convolutional neural…
cs.CV2019
Robustness Of Saak Transform Against Adversarial Attacks
Thiyagarajan Ramanathan, Abinaya Manimaran, Suya You +1
Image classification is vulnerable to adversarial attacks. This work investigates the robustness of Saak transform against adversarial attacks towards high performance image classi…