RenderNet: A deep convolutional network for differentiable rendering from 3D shapes. Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks. Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models. Switch-based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Lear …

On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm. Discrete Autoencoders for Sequence Models. Measuring the quality of Synthetic data for use in competitions. BayesGrad: Explaining Predictions of Graph Convolutional Networks. Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representatio …

Precise Runtime Analysis for Plateaus. Fully Convolutional Network for Melanoma Diagnostics. Email Classification into Relevant Category Using Neural Networks. Queuing Theory Guided Intelligent Traffic Scheduling through Video Analysis using Dirichlet Process Mixture Model. Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. C …