Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation. Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer. Subclass Distillation. Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses. Relaxing Relationship Querie …

Reinforcement Learning Framework for Deep Brain Stimulation Study. Few-shot Natural Language Generation for Task-Oriented Dialog. Bringing Stories Alive: Generating Interactive Fiction Worlds. Graph Constrained Reinforcement Learning for Natural Language Action Spaces. Deterministic Decoding for Discrete Data in Variational Autoencoders. Multi-clas …

DivideMix: Learning with Noisy Labels as Semi-supervised Learning. Robust Explanations for Visual Question Answering. Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings. Restricting the Flow: Information Bottlenecks for Attribution. Adversarial-Learned Loss for Domain Adaptation. On the Role of Conceptualization in Commonsense …

Closed-loop deep learning: generating forward models with back-propagation. GenDICE: Generalized Offline Estimation of Stationary Values. Towards Rapid and Robust Adversarial Training with One-Step Attacks. An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images. Adversarial Training for Aspect-Based Sentiment Analysis with BERT. …