Limitations of the Empirical Fisher Approximation for Natural Gradient Descent. Multi-Task Deep Neural Networks for Natural Language Understanding. A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles. Quality of Uncertainty Quantification for Bayesian Neural Network Inference. Writer Independent Offline Signature Re …

Practical License Plate Recognition in Unconstrained Surveillance Systems with Adversarial Super-Resolution. Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence. AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search. Deep Landscape Forecasting for Real-time Bidding Advert …

Large-Scale Multi-Label Text Classification on EU Legislation. GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects. Mask Combination of Multi-layer Graphs for Global Structure Inference. Neural Imaging Pipelines - the Scourge or Hope of Forensics?. Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure …

SpliceRadar: A Learned Method For Blind Image Forensics. Explaining Classifiers with Causal Concept Effect (CaCE). Object Reachability via Swaps under Strict and Weak Preferences. Designing Style Matching Conversational Agents. Convolutional Dictionary Pair Learning Network for Image Representation Learning. Physics-Informed Machine Learning Models …

Identifying Linear Models in Multi-Resolution Population Data using Minimum Description Length Principle to Predict Household Income. RWF-2000: An Open Large Scale Video Database for Violence Detection. Temporal Interpolation of Geostationary Satellite Imagery with Task Specific Optical Flow. Discriminative Few-Shot Learning Based on Directional St …

Compact Feature Learning for Multi-Domain Image Classification. Coordinate-Based Texture Inpainting for Pose-Guided Human Image Generation. Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation. Attentive Region Embedding Network for Zero-Shot Learning. On th …