Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. A Fusion Approach for Multi-Frame Optical Flow Estimation. SpotTune: Transfer Learning through Adaptive Fine-tuning. Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. Counterfactually Fair Prediction U …

Two Local Models for Neural Constituent Parsing. Detecting Malicious PowerShell Commands using Deep Neural Networks. Data Augmentation using Random Image Cropping and Patching for Deep CNNs. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. Shift-Net: Image Inpainting via Deep Feature Rearrangement. DeepFlux for Skele …

Beyond Quality, Considerations for an MT solution. MT for L10n: How we build and evaluate MT systems at eBay. Semi-Supervised Neural Machine Translation with Language Models. A Comparison of Machine Translation Paradigms for Use in Black-Box Fuzzy-Match Repair. Goal-Oriented Visual Question Generation via Intermediate Rewards. Survey: Anaphora With …