SGDLibrary: A MATLAB library for stochastic gradient descent algorithms. Naive Bayes Classification for Subset Selection. Attention-Based Models for Text-Dependent Speaker Verification. Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors. SwGridNet: A Deep Convolutional Neural Network based on Grid Topology for Image Clas …

Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks. Accelerating Science with Generative Adversarial Networks: An Application to 3D Particle Showers in Multi-Layer Calorimeters. Neutral evolution and turnover over centuries of English word popularity. Neural network an1alysis of sleep stages enables efficient diagno …

Transfer Regression via Pairwise Similarity Regularization. Phase recovery and holographic image reconstruction using deep learning in neural networks. Light Field Segmentation From Super-pixel Graph Representation. Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. Online Forecasting Matrix Factorization. Penalizing Unf …

Generalization Properties of Doubly Stochastic Learning Algorithms. SceneSeer: 3D Scene Design with Natural Language. Deep Architectures for Automated Seizure Detection in Scalp EEGs. Minkowski Operations of Sets with Application to Robot Localization. An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Fra …

Multi-Sensor Data Pattern Recognition for Multi-Target Localization: A Machine Learning Approach. Detekcja upadku i wybranych akcji na sekwencjach obrazów cyfrowych. Spatio-temporal Person Retrieval via Natural Language Queries. Interspecies Knowledge Transfer for Facial Keypoint Detection. A Closed-Form Model for Image-Based Distant Lighting. Abno …

Coresets for Dependency Networks. Sum-Product Networks for Hybrid Domains. Learning to Fly by Crashing. Jaccard analysis and LASSO-based feature selection for location fingerprinting with limited computational complexity. Facial Dynamics Interpreter Network: What are the Important Relations between Local Dynamics for Facial Trait Estimation?. Struc …

See the Near Future: A Short-Term Predictive Methodology to Traffic Load in ITS. Super-Resolution for Overhead Imagery Using DenseNets and Adversarial Learning. A Multiple Radar Approach for Automatic Target Recognition of Aircraft using Inverse Synthetic Aperture Radar. Combinatorial Multi-armed Bandits for Real-Time Strategy Games. Ignoring Distr …