Reflection Separation Using Guided Annotation. S$^3$FD: Single Shot Scale-invariant Face Detector. UntrimmedNets for Weakly Supervised Action Recognition and Detection. Classical Structured Prediction Losses for Sequence to Sequence Learning. Learning to diagnose from scratch by exploiting dependencies among labels. Image Quality Assessment Guided …

Augmentor: An Image Augmentation Library for Machine Learning. Weakly Supervised Action Localization by Sparse Temporal Pooling Network. Encoding Video and Label Priors for Multi-label Video Classification on YouTube-8M dataset. Unsupervised Body Part Regression via Spatially Self-ordering Convolutional Neural Networks. Analyzing First-Person Stori …

On Improving Deep Reinforcement Learning for POMDPs. Guiding InfoGAN with Semi-Supervision. A Survey Of Cross-lingual Word Embedding Models. Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback. Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence. Learning to Compose with Profes …