Universal Dependency Parsing with a General Transition-Based DAG Parser. Modeling Composite Labels for Neural Morphological Tagging. Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme. Hashing with Mutual Information. GAN Q-learning. 3DSRnet: Video Super-resolution using 3D Convolutional Neural Networks. Cross-lingual Argumentati …

Destructiveness of Lexicographic Parsimony Pressure and Alleviation by a Concatenation Crossover in Genetic Programming. Matrix Factorization on GPUs with Memory Optimization and Approximate Computing. Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data. Cadre Modeling: Simultaneously Discovering Subpopula …

Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop. Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures. Semi-parametric Image Synthesis. Transparency and Explanation in Deep Reinforcement Learning Neural Networks. Oblique Stripe Removal in Remote Sensing Images via Oriented …

Weakly-supervised Contextualization of Knowledge Graph Facts. Human Action Recognition and Prediction: A Survey. Distributed Inference for Linear Support Vector Machine. Blur-Countering Keypoint Detection via Eigenvalue Asymmetry. Jointly identifying opinion mining elements and fuzzy measurement of opinion intensity to analyze product features. Tig …

Joint Bootstrapping Machines for High Confidence Relation Extraction. Merging datasets through deep learning. Geometry-Based Data Generation. Point Cloud GAN. Improving Annotation for 3D Pose Dataset of Fine-Grained Object Categories. Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization. RankGAN: A Maximum Margin Ranking GA …

A Distributed Epigenetic Shape Formation and Regeneration Algorithm for a Swarm of Robots. Investigating Limit Order Book Characteristics for Short Term Price Prediction: a Machine Learning Approach. A Differentially Private Wilcoxon Signed-Rank Test. Semantic Aware Attention Based Deep Object Co-segmentation. GSPN: Generative Shape Proposal Networ …

Learning the Reward Function for a Misspecified Model. Fix your classifier: the marginal value of training the last weight layer. Neural Best-Buddies: Sparse Cross-Domain Correspondence. Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations. Factorised spatial representation learning: application in semi-supervised …

Training Generative Reversible Networks. Deep Micro-Dictionary Learning and Coding Network. The Cinderella Complex: Word Embeddings Reveal ender Stereotypes in Movies and Books. Nonparallel Emotional Speech Conversion. Learning a Text-Video Embedding from Incomplete and Heterogeneous Data. Generating Text through Adversarial Training using Skip-Tho …

Incremental Few-Shot Learning with Attention Attractor Networks. CoT: Cooperative Training for Generative Modeling of Discrete Data. Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm. Approximating Poker Probabilities with Deep Learning. Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic S …

Online Collective Animal Movement Activity Recognition. A Study on Deep Learning Based Sauvegrain Method for Measurement of Puberty Bone Age. LookinGood: Enhancing Performance Capture with Real-time Neural Re-Rendering. Variational based Mixed Noise Removal with CNN Deep Learning Regularization. A Multi-Layer Approach to Superpixel-based Higher-ord …

Hybrid approach for transliteration of Algerian arabizi: a primary study. Flow From Motion: A Deep Learning Approach. Sparse and Smooth Signal Estimation: Convexification of L0 Formulations. Adversarial Learning for Chinese NER from Crowd Annotations. A comprehensive review of 3D point cloud descriptors. Customer Lifetime Value in Video Games Using …

Realtime Time Synchronized Event-based Stereo. A Joint Sequence Fusion Model for Video Question Answering and Retrieval. Attention to Head Locations for Crowd Counting. Inception-Residual Block based Neural Network for Thermal Image Denoising. On the Complexity of the Weighted Fused Lasso. How Developers Iterate on Machine Learning Workflows – A S …

Utilizing Imbalanced Data and Classification Cost Matrix to Predict Movie Preferences. Hierarchical community detection by recursive partitioning. Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis. Neural Classification of Malicious Scripts: A study with JavaScript and VBScript. DYAN: A Dynamical Atoms-Based Net …

DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding. Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement. A Reassessment of Reference-Based Grammatical Error Correction Metrics. Facts That Matter. Stochastic Capsule Endoscopy Image Enhancement. Fusing St …

On Acceleration with Noise-Corrupted Gradients. Unsupervised Class-Specific Deblurring. Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort. Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World. Robust and Scalable Models of Microbiome Dynamics. Learning what t …

Network Global Testing by Counting Graphlets. The Limits of Maxing, Ranking, and Preference Learning. Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification. Coupled End-to-End Transfer Learning With Generalized Fisher Information. Capturing Human Category Representations by Sampling in Deep Feature Spaces. A Practical …