Estimating Entropy of Distributions in Constant Space. Saliency Based Fire Detection Using Texture and Color Features. Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers. Responsible Facial Recognition and Beyond. Discovering Episodes with Compact Minimal Windows. Local Aggregation for Unsupervised Learning of Visual Emb …

An Online Sample Based Method for Mode Estimation using ODE Analysis of Stochastic Approximation Algorithms. Instance-wise Depth and Motion Learning from Monocular Videos. Database Meets Deep Learning: Challenges and Opportunities. Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems. Gated Linear Networks. To …

Weakly Labeling the Antarctic: The Penguin Colony Case. Unseen Object Segmentation in Videos via Transferable Representations. Machine Learning for Geometrically-Consistent Angular Spread Function Estimation in Massive MIMO. L2P: An Algorithm for Estimating Heavy-tailed Outcomes. LYRICS: a General Interface Layer to Integrate Logic Inference and De …

Towards Precise End-to-end Weakly Supervised Object Detection Network. Event-based attention and tracking on neuromorphic hardware. A Dual-Staged Context Aggregation Method Towards Efficient End-To-End Speech Enhancement. Self-adaptive Potential-based Stopping Criteria for Particle Swarm Optimization. Automatically Evaluating Balance: A Machine Lea …

On Learning Disentangled Representations for Gait Recognition. Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation. A Graph-Based Machine Learning Approach for Bot Detection. When Collaborative Filtering Meets Reinforcement Learning. Inferring Dynamic Representations of Facial Actions from a St …

Constrained Attractor Selection Using Deep Reinforcement Learning. Gait Recognition via Disentangled Representation Learning. Robustness of Neural Networks to Parameter Quantization. Support Vector Machines on Noisy Intermediate Scale Quantum Computers. An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network. E …

Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. Understanding Undesirable Word Embedding Associations. Learning Features with Differentiable Closed-Form Solver for Tracking. Transfer Learning for Causal Sentence Detection. Graph-based data clustering via multiscale community detection. Federa …

Using Deep Object Features for Image Descriptions. CHD:Consecutive Horizontal Dropout for Human Gait Feature Extraction. Exploration by Optimisation in Partial Monitoring. Learning 3D Human Body Embedding. Measuring Domain Portability and ErrorPropagation in Biomedical QA. Novel Applications of Factored Neural Machine Translation. Multimodal Classi …

Gait recognition via deep learning of the center-of-pressure trajectory. Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers. A Unified Deep Learning Approach for Prediction of Parkinson’s Disease. A sparse resultant based method for efficient minimal solvers. Deep Neural Network Fingerprinting by Conferrable Adversarial Exam …

On the statistical evaluation of algorithmic’s computational experimentation with infeasible solutions. Orthogonal Nonnegative Tucker Decomposition. Revisiting the Approximate Carathéodory Problem via the Frank-Wolfe Algorithm. Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. Prediction Modeling and Analysis f …

Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives?. Yimmon at SemEval-2019 Task 9: Suggestion Mining with Hybrid Augmented Approaches. Clinical Case Reports for NLP. Parsing Weighted Order-Preserving Hyperedge Replacement Grammars. Classifying Arabic dialect text in the Social Media Arabic Dialect Corpus ( …

Incorporating Emoji Descriptions Improves Tweet Classification. Learning Joint Gait Representation via Quintuplet Loss Minimization. Stochastic Class-Based Hard Example Mining for Deep Metric Learning. Word order variation in Mby'a Guaran'\i. Morphologically Annotated Corpora for Seven Arabic Dialects: Taizi, Sanaani, Najdi, Jordanian, Syrian, Ir …