DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection. Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments. Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. Self-Imitation Learning via Trajectory-Conditioned Policy for …

OntoScene, A Logic-based Scene Interpreter: Implementation and Application in the Rock Art Domain. Efficient Deep Neural Networks. Wasserstein total variation filtering. Audio-Visual Embodied Navigation. Non-Monotone Submodular Maximization with Multiple Knapsacks in Static and Dynamic Settings. AnimalWeb: A Large-Scale Hierarchical Dataset of Anno …

A Selective Overview of Deep Learning. Hierarchical Reinforcement Learning for Quadruped Locomotion. Self-Organization and Artificial Life. Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. Semi-supervised voice conversion with amortized variational inference. Investigation of Error Simulation T …

Disentangled Skill Embeddings for Reinforcement Learning. A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics. Quantifying the Semantic Core of Gender Systems. Computing Valid p-values for Image Segmentation by Selective Inference. Streetscape augmentation using gener …

Building Dynamic Knowledge Graphs from Text-based Games. Drishtikon: An advanced navigational aid system for visually impaired people. Unsupervised routine discovery in egocentric photo-streams. Action Recognition Using Volumetric Motion Representations. Coloring the Black Box: Visualizing neural network behavior with a self-introspective model. Op …

Machine-learning techniques for the optimal design of acoustic metamaterials. Design and Evaluation of Product Aesthetics: A Human-Machine Hybrid Approach. Robust Linear Discriminant Analysis Using Ratio Minimization of L1,2-Norms. Conditional Response Generation Using Variational Alignment. Medical Imaging with Deep Learning: MIDL 2019 – Extended …

Leveraging End-to-End Speech Recognition with Neural Architecture Search. RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved. A multi-agent system approach in evaluating human spatio-temporal vulnerability to seismic risk using social attachment. Clustering by the way of atomic fission. …

A Novel Universal Solar Energy Predictor. Differentiable Ranks and Sorting using Optimal Transport. Finite-Sample Analysis for SARSA with Linear Function Approximation. Least Action Principles and Well-Posed Learning Problems. Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization. Stability of Linear Structural Equat …

StrokeNet: A Neural Painting Environment. Sample Efficient Imitation Learning for Continuous Control. Amplifying the Neural Power Spectrum. Exploring Graph-Algebraic CCG Combinators for Syntactic-Semantic AMR Parsing. What a difference a pixel makes: An empirical examination of features used by CNNs for categorisation. Joint extraction of entities …

A Variational Pan-Sharpening With Local Gradient Constraints. Learning what and where to attend with humans in the loop. Development of a General Purpose Sentiment Lexicon for Igbo Language. Comparison of temporal, technical and cognitive dimension measurements for post-editing effort. Augmenting Named Entity Recognition with Commonsense Knowledge. …