Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction. Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition. Is preprocessing of text really worth your time for online comment classification?. View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognit …

Improving the Resolution of CNN Feature Maps Efficiently with Multisampling. Where Did My Optimum Go?: An Empirical Analysis of Gradient Descent Optimization in Policy Gradient Methods. Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards. Curriculum Adversarial Training. Deep Leaf Segmentation Using Synthetic D …

A Stable Cardinality Distance for Topological Classification. High-dimensional estimation via sum-of-squares proofs. Robust and Resource Efficient Identification of Shallow Neural Networks by Fewest Samples. Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes. Stress-Testing Neural Models of Natur …

An Unbiased Approach to Quantification of Gender Inclination using Interpretable Word Representations. Generating Texts with Integer Linear Programming. Global SNR Estimation of Speech Signals using Entropy and Uncertainty Estimates from Dropout Networks. A regression approach for explaining manifold embedding coordinates. Logical Rule Induction an …

Style Transfer as Unsupervised Machine Translation. Structured Bayesian Gaussian process latent variable model. Part-based Tracking by Sampling. Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models. GEMRank: Global Entity Embedding For Collaborative Filtering. Automated detection of vulnerable plaque in intravascular ul …

Stacked Neural Networks for end-to-end ciliary motion analysis. Adaptive Communication Strategies to Achieve the Best Error-Runtime Trade-off in Local-Update SGD. QoS aware Automatic Web Service Composition with Multiple objectives. Adversarial Regression with Multiple Learners. Auto-Detection of Safety Issues in Baby Products. Task Driven Generati …

Abstract Meaning Representation of Constructions: The More We Include, the Better the Representation. Embedding WordNet Knowledge for Textual Entailment. A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge. KOI at SemEval-2018 Task 5: Building Knowledge Graph of Incidents. WSNet: Learning Compact and Efficient Networks with …