Actor Conditioned Attention Maps for Video Action Detection. Certified Defenses against Adversarial Examples. AirLab: Autograd Image Registration Laboratory. Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity. One-Shot Unsupervised Cross Domain Translation. L4: Practical loss-based stepsize adaptation for …

Conditional Density Estimation with Bayesian Normalising Flows. Non-blind Image Restoration Based on Convolutional Neural Network. On Offline Evaluation of Vision-based Driving Models. The Advantage of Doubling: A Deep Reinforcement Learning Approach to Studying the Double Team in the NBA. Multi-Task Learning as Multi-Objective Optimization. Variat …

Spatio-Temporal Instance Learning: Action Tubes from Class Supervision. Self Configuration in Machine Learning. Deep Choice Model Using Pointer Networks for Airline Itinerary Prediction. Training LSTM Networks with Resistive Cross-Point Devices. Selectivity or Invariance: Boundary-aware Salient Object Detection. Performance Analysis of Plug-and-Pla …

Denoising Time Series Data Using Asymmetric Generative Adversarial Networks. Differentially Private Robust Low-Rank Approximation. Understanding the Effect of Gender and Stance in Opinion Expression in Debates on ``Abortion’'. AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos. Universal Dependencies and Quantitative Typolo …