Jul 30 2019
Breaking Deep Neural Networks with Adversarial Attacks
Jul 30 2019
Analyzing different adversarial attacks, their effects on the representation space and potential defense mechanisms.
Apr 24 2019
Deep Clustering: Using Deep Neural Networks for Clustering
Apr 24 2019
A comprehensive introduction and discussion of important works on deep learning based clustering algorithms.
Jun 02 2017
Softmax and Cross Entropy Loss
Jun 02 2017
Understanding the intuition and maths behind softmax and the cross entropy loss - the ubiquitous combination in classification algorithms.
