Learning Probabilistic Intersection Traffic Models for Trajectory Prediction. Deep compositional robotic planners that follow natural language commands. A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics. Exploiting Event Cameras for Spatio-Temporal Prediction of Fast-Changin …

Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation. Measuring Calibration in Deep Learning. Partial Simulation for Imitation Learning. Semi-supervised 3D Face Reconstruction with Nonlinear Disentangled Representations. iWGAN: an Autoencoder WGAN for Inference. A Syntax-Aware Approach for Unsupervised Text Style Tra …

At Your Fingertips: Automatic Piano Fingering Detection. Rigging the Lottery: Making All Tickets Winners. A Uniform Generalization Error Bound for Generative Adversarial Networks. Set Functions for Time Series. The fairness-accuracy landscape of neural classifiers. A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation. Phy …

Exploring the Pareto-Optimality between Quality and Diversity in Text Generation. The Detection of Distributional Discrepancy for Text Generation. Coresets for Accelerating Incremental Gradient Methods. CONTRIBUTION OF INTERNAL REFLECTION IN LANGUAGE EMERGENCE WITH AN UNDER-RESTRICTED SITUATION. Gradient Perturbation is Underrated for Differentiall …