Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics. Overcoming catastrophic forgetting in neural networks. Synthesized Classifiers for Zero-Shot Learning. XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks. Hierarchical Question-Image Co-Attention for Visual Question Answering. Spatially …

Network Modeling of Short Over-Dispersed Spike-Counts: A Hierarchical Parametric Empirical Bayes Framework. Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation. Investigating echo state networks dynamics by means of recurrence analysis. Dynamic Key-Value Memory Networks for Knowledge Tracing. How deep is kno …