SNeCT: Scalable network constrained Tucker decomposition for integrative multi-platform data analysis. A Hybrid Approach For Hindi-English Machine Translation. Using deep learning to reveal the neural code for images in primary visual cortex. Deep learning and the Schrödinger equation. Scalable Twin Neural Networks for Classification of Unbalanced …

An In-Depth Analysis of Visual Tracking with Siamese Neural Networks. Tracking using Numerous Anchor points. Learning to Run with Actor-Critic Ensemble. Cross-lingual Entity Alignment via Joint Attribute-Preserving Embedding. A Simple Neural Attentive Meta-Learner. Easily parallelizable and distributable class of algorithms for structured sparsity, …

Probability Reversal and the Disjunction Effect in Reasoning Systems. An Online Development Environment for Answer Set Programming. Memory Augmented Control Networks. Catalyst Acceleration for Gradient-Based Non-Convex Optimization. Towards Neural Machine Translation with Partially Aligned Corpora. Learning Aerial Image Segmentation from Online Map …

Global and Local Information Based Deep Network for Skin Lesion Segmentation. Mahalanonbis Distance Informed by Clustering. A Neural Network model with Bidirectional Whitening. Automatic breast cancer grading in lymph nodes using a deep neural network. Language Transfer of Audio Word2Vec: Learning Audio Segment Representations without Target Langua …

From Bach to the Beatles: The simulation of human tonal expectation using ecologically-trained predictive models. Structural Conditions for Projection-Cost Preservation via Randomized Matrix Multiplication. Holistic, Instance-Level Human Parsing. A Non-monotone Alternating Updating Method for A Class of Matrix Factorization Problems. ToxTrac: a fas …

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 …

DLVM: A modern compiler infrastructure for deep learning systems. Bayesian Unification of Gradient and Bandit-based Learning for Accelerated Global Optimisation. A Fusion-based Gender Recognition Method Using Facial Images. The Forgettable-Watcher Model for Video Question Answering. Semi-Automatic Segmentation and Ultrasonic Characterization of Sol …

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 …

PathTrack: Fast Trajectory Annotation with Path Supervision. Lower Bounds for Higher-Order Convex Optimization. Social Fingerprinting: detection of spambot groups through DNA-inspired behavioral modeling. Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds. Sampling-based speech parameter generation using moment-matching network …