DLHacks

Privacy-preserving generative deep neural networks support clinical data sharing

Deep Sense: A Unified Deep Learning Framework for Time-SeriesMobile Sensing Data Processing

Playing FPS Games with Deep Reinforcement Learning

StyleNet: Generating Attractive Visual Captions with Styles

Human-level control through deep reinforcement learning

MIDINET: A Convolutional Generative Adversarial Network For Symbolic-Domain Music Generation

Photographic Image Synthesis with Cascaded Refinement Networks

A simple neural network module for relational reasoning

Representation Learning by Rotating Your Faces

The Conditional Analogy GAN: Swapping Fashion Articles on People Images

Fully Convolutional Instance-aware Semantic Segmentation

Network Dissection: Quantifying Interpretability of Deep Visual Representations

Perceptual Adversarial Networks for Image-to-Image Transformation

Neural Machine Translation in Linear Time

How to Train Your DRAGAN

Adversarial Feature Matching for Text Generation

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

The Statistical Recurrent Unit

DeepPose: Human Pose Estimation via Deep Neural Networks