On the Power of Multiple Anonymous Messages. Super-resolution meets machine learning: approximation of measures. Supervised Multiscale Dimension Reduction for Spatial Interaction Networks. CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning. Automatic Segmentation of Muscle Tissue and Inter-muscular …

Learning Quadrangulated Patches For 3D Shape Processing. A Numerical Investigation of the Minimum Width of a Neural Network. Is graph-based feature selection of genes better than random?. Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. Restoring Arabic vowels through omission-tolerant dictionar …

Multi-Level Composite Stochastic Optimization via Nested Variance Reduction. Generative Design in Minecraft: Chronicle Challenge. Bilinear Constraint based ADMM for Mixed Poisson-Gaussian Noise Removal. Learning-based real-time method to looking through scattering medium beyond the memory effect. Multi-Agent Path Finding with Capacity Constraints. …

A Semantic Approach for User-Brand Targeting in On-Line Social Networks. Reinforcement Learning: Prediction, Control and Value Function Approximation. The information-theoretic value of unlabeled data in semi-supervised learning. Perception of visual numerosity in humans and machines. Session-based Sequential Skip Prediction via Recurrent Neural Ne …

From Abstractions to “Natural Languages” for Coordinating Planning Agents. A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment. Elementos da teoria de aprendizagem de máquina supervisionada. Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX2. Learning to Sample: an Active Learning Framework. Autom …