Demystifying Neural Style Transfer. Deep Keyphrase Generation. Learning a CNN-based End-to-End Controller for a Formula SAE Racecar. Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network. Question Answering through Transfer Learning from Large Fine-grained Supervision Data. Model-Powered Conditional Independence …

Neural Sketch Learning for Conditional Program Generation. ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models. W-Net: A Deep Model for Fully Unsupervised Image Segmentation. Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation. Wembedder: Wikidata entity embedding …

Surface Networks. LanideNN: Multilingual Language Identification on Character Window. Coupled Ensembles of Neural Networks. Learning by Association - A versatile semi-supervised training method for neural networks. RoomNet: End-to-End Room Layout Estimation. A non-projective greedy dependency parser with bidirectional LSTMs. Deep Speaker: an End-to …

Mixed Precision Training. Hidden Two-Stream Convolutional Networks for Action Recognition. Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations. Stacked Thompson Bandits. Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks. Order-Planning Neural Text Generation From Structured Data. VIDOS …

Deep Layer Aggregation. ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games. Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation. AOGNets: Compositional Grammatical Architectures for Deep Learning. Revisiting the Arcade Learning Environment: Evaluation Protocols …

Lossy Image Compression with Compressive Autoencoders. Deep Packet: A Novel Approach For Encrypted Traffic Classification Using Deep Learning. Static Gesture Recognition using Leap Motion. Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation. Investigation of Different Skeleton Features for CNN-based 3D Action Recogni …