Unsupervised Feature Learning in Remote Sensing. Generic Ontology Design Patterns at Work. Do Autonomous Agents Benefit from Hearing?. Task Classification Model for Visual Fixation, Exploration, and Search. From Dark Matter to Galaxies with Convolutional Networks. Graph Representation Learning via Hard and Channel-Wise Attention Networks. A Simple …

Deep learning based pulse shape discrimination for germanium detectors. Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems. Strategic Prediction with Latent Aggregative Games. End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. Synthesizing Action Sequences for Modifying Model Decisions. An En …

Learning In Practice: Reasoning About Quantization. Inefficiency of K-FAC for Large Batch Size Training. Graph Representation learning for Audio & Music genre Classification. Solving Rubik’s Cube with a Robot Hand. Physics Enhanced Artificial Intelligence. On the approximation of rough functions with deep neural networks. Leveraging Multimodal Hapt …

Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems. Data hiding in complex-amplitude modulation using a digital micromirror device. Geometric Wavelet Scattering Networks on Compact Riemannian Manifolds. Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention. Outlier-Robust Spatia …

A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis. Machine learning for subgroup discovery under treatment effect. Unsupervised Domain Adaptation using Graph Transduction Games. ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Autom …

The University of Edinburgh’s Submissions to the WMT19 News Translation Task. A review on Neural Turing Machine. Finite-Sum Smooth Optimization with SARAH. A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts. Common Mode Patterns for Supervised Tensor Subspace Learning. Robust Environmental Sound Recognition with Sparse Key …

Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery. Graph Representation Learning: A Survey. Modulated binary cliquenet. Binary Space Partitioning Forests. Differentially private sub-Gaussian location estimators. Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emoti …

CN-CELEB: a challenging Chinese speaker recognition dataset. Deep Learning in Video Multi-Object Tracking: A Survey. Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training. On Distance and Kernel Measures of Conditional Independence. Fac …

Towards Train-Test Consistency for Semi-supervised Temporal Action Localization. Variational Characterizations of Local Entropy and Heat Regularization in Deep Learning. Shared Feelings: Understanding Facebook Reactions to Scholarly Articles. Human Action Recognition with Multi-Laplacian Graph Convolutional Networks. Detecting retail products in si …

Accelerated Flow for Probability Distributions. Stochastic gradient Markov chain Monte Carlo. Biomedical Evidence Generation Engine. Regularized Non-negative Spectral Embedding for Clustering. High Utility Interval-Based Sequences. Template-Based Automatic Search of Compact Semantic Segmentation Architectures. How multilingual is Multilingual BERT? …