Training Deep Neural Networks
Convolutional Neural Networks and Computer Vision
Top-down Neural Attention by Excitation Backprop
Visualizing and Understanding Convolutional Networks
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks
Generative Models II
Epileptic Seizure Detection Using Topographic Maps and Deep Machine Learning
Building Machines that Imagine and Reason: Principles and Applications of Deep Generative Models
Network embeddings for modeling polypharmacy and drug-drug interactions
Modeling Relational Data with Graph Convolutional Networks