Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions. Fully Statistical Neural Belief Tracking. An Empirical Study of Building a Strong Baseline for Constituency Parsing. Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem. Fusing Document, Collection and L …

Training Deep AutoEncoders for Recommender Systems. Variational Inference and Deep Generative Models. Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation. Visually Guided Spatial Relation Extraction from Text. Manzanilla: An Image Annotation Tool for TKB Building. Cross-Modal Ranking with Soft Consistency and Noisy La …

Statestream: A toolbox to explore layerwise-parallel deep neural networks. CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM. Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection. Adding the Third Dimension to Spatial Relation Detection in 2D Images. Stance-In-Depth Deep …

RIDDL at SemEval-2018 Task 1: Rage Intensity Detection with Deep Learning. CNNs as Inverse Problem Solvers and Double Network Superresolution. psyML at SemEval-2018 Task 1: Transfer Learning for Sentiment and Emotion Analysis. UIUC at SemEval-2018 Task 1: Recognizing Affect with Ensemble Models. Stroke lesion detection using convolutional neural ne …

Discovering Canonical Indian English Accents: A Crowdsourcing-based Approach. Enhancing the Spatial Resolution of Stereo Images Using a Parallax Prior. Thread Popularity Prediction and Tracking with a Permutation-invariant Model. Feature Super-Resolution: Make Machine See More Clearly. Learning Covariate-Specific Embeddings with Tensor Decompositio …

On Four Metaheuristic Applications to Speech Enhancement—Implementing Optimization Algorithms with MATLAB R2018a. Text-dependent Forensic Voice Comparison: Likelihood Ratio Estimation with the Hidden Markov Model (HMM) and Gaussian Mixture Model. Two-Step Quantization for Low-Bit Neural Networks. Development of Natural Language Processing Tools f …