Artificial Intelligence

Understanding Behavior of Clinical Models under Domain Shifts

A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving

On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning

Self-Progressing Robust Training

PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics

Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning

Learning Task Decomposition with Ordered Memory Policy Network

Augmenting Policy Learning with Routines Discovered from a Single Demonstration

MVFNet: Multi-View Fusion Network for Efficient Video Recognition

Black-box Explanation of Object Detectors via Saliency Maps

AGENT: A Benchmark for Core Psychological Reasoning

Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning

Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study

A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning

Do Neural Networks Really Need to Be So Big?

The Computational Limits of Deep Learning

Adversarial T-shirt! Evading Person Detectors in A Physical World