Understanding Convolution for Semantic Segmentation. A systematic study of the class imbalance problem in convolutional neural networks. The Consciousness Prior. Cost-Effective Active Learning for Melanoma Segmentation. Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR. Dense 3D Regression for Hand Pose Est …

Gradient Boosting on Stochastic Data Streams. A Variance Maximization Criterion for Active Learning. Providing Effective Real-time Feedback in Simulation-based Surgical Training. Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level. Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning. The …