Model identification for ARMA time series through convolutional neural networks. LNEMLC: Label Network Embeddings for Multi-Label Classification. Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound. Projection-Free Bandit Convex Optimization. A Recurrent Convolutional Neural Network Approach for Sensorless Fo …

Residual Dense Network for Image Restoration. Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds. textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior. Document Informed Neural Autoregressive Topic Models with Distributional Prior. Deep Neural …

Adaptive Pruning of Neural Language Models for Mobile Devices. Splitting Epistemic Logic Programs. Uniform regret bounds over $R^d$ for the sequential linear regression problem with the square loss. Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic Health Records. Algorithms for screening of Cervical Cancer: A chronological re …

EEG-based Communication with a Predictive Text Algorithm. Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer’s disease severity. SWDE : A Sub-Word And Document Embedding Based Engine for Clickbait Detection. When Politicians Talk About Politics: Identifying Political Tweets of Brazilian Congressmen. Reward Learning f …

Gated Recurrent Networks for Seizure Detection. Collective decision for open set recognition. Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder. Saliency Guided Hierarchical Robust Visual Tracking. Shallow Cue Guided Deep Visual Tracking via Mixed Models. Capturing Variabilities from Computed …

Dynamic Temporal Alignment of Speech to Lips. Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks. An integration of fast alignment and maximum-likelihood methods for electron subtomogram averaging and classification. MARL-FWC: Optimal Coordination of Freeway Traffic Control Measures. SufiSent - Univ …

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. Change Point Methods on a Sequence of Graphs. Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision Making. DeepPap: Deep Convolutional Networks for Cervical Cell Classification. Towards Single-phase Single-stage Detection of Pulmonary Nod …

Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder. MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer. GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds. Optimizing Channel Selection for Seizure Detection. Understanding and correc …