CenterMask : Real-Time Anchor-Free Instance Segmentation. Real-time Evasion Attacks with Physical Constraints on Deep Learning-based Anomaly Detectors in Industrial Control Systems. SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans. Defending Against Neural Fake News. Deep Kernel Transfer in Gaussian Proce …

Greedy Optimized Multileaving for Personalization. Verification of Neural Networks: Specifying Global Robustness using Generative Models. Residual Reactive Navigation: Combining Classical and Learned Navigation Strategies For Deployment in Unknown Environments. Zero-Shot Open Entity Typing as Type-Compatible Grounding. The Proper Care and Feeding o …

Malware Detection using Machine Learning and Deep Learning. Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning. Adaptive Deep Kernel Learning. Towards Interpretable Sparse Graph Representation Learning with Laplacian Pooling. Leveraging binding-site structure for drug discovery w …

Regression or classification? Automated Essay Scoring for Norwegian. Meta-Learning with Domain Adaptation for Few-Shot Learning under Domain Shift. Sparse Victory – A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classification. HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Par …

On Boosting Single-Frame 3D Human Pose Estimation via Monocular Videos. ACTRCE: Augmenting Experience via Teacher’s Advice. Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks. A Guider Network for Multi-Dual Learning. Efficient Meta Learning via Minibatch Proximal Update. Towards Automating Healthcare Question Answ …