Understanding and Stabilizing GANs’ Training Dynamics with Control Theory. Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior. Scalable Cross-Lingual Transfer of Neural Sentence Embeddings. Gradient Boosting Survival Tree with Applications in Credit Scoring. Risk-Averse Trust Region Optimization for Reward-Volatility Reductio …

Learning Reinforced Attentional Representation for End-to-End Visual Tracking. A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI. Spatio-Temporal FAST 3D Convolutions for Human Action Recognition. Genetic Algorithms for Starshade Retargeting in Space-Based Telescopes. Gener …

MIDV-2019: Challenges of the modern mobile-based document OCR. Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model. Fair Algorithms for Clustering. Evaluating Conformance Measures in Process Mining using Conformance Propositions (Extended version). Multi-Modal Deep Clustering: Unsupervised …

Self-Supervised Dialogue Learning. Verification of Non-Linear Specifications for Neural Networks. Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA. Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation. CURE: Curvature Regularization For Missing Data Recovery. Are we asking the right questions in MovieQA?. LPa …

Scalable Bayesian Preference Learning for Crowds. Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving. A Structural Graph-Based Method for MRI Analysis. Deep learning Inversion of Seismic Data. Numerical Gaussian process Kalman filtering. Causality matters in medical imaging. Towards Pose-invariant Lip-Reading …