Semi-Analytic Resampling in Lasso. Referring Relationships. Text normalization using memory augmented neural networks. ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation. A Recurrent Graph Neural Network for Multi-Relational Data. Modular meta-learning. Recent Advances in Object Detection in the Age of Deep Convolut …

Novel Prediction Techniques Based on Clusterwise Linear Regression. Multitask Learning for Fundamental Frequency Estimation in Music. QuaterNet: A Quaternion-based Recurrent Model for Human Motion. Quantizing deep convolutional networks for efficient inference: A whitepaper. Deep Reinforcement Learning for Event-Triggered Control. RTSeg: Real-time …

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 …

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing. 3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations. Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose Estimation. ShuffleSeg: Real-time Semantic Segmentation Network. Generative Prob …

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification. Scaling provable adversarial defenses. A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation. Graphite: Iterative Generative Modeling of Graphs. MC-GAN: Multi-conditional Generative Adversarial Network for Image Syn …

Maximizing acquisition functions for Bayesian optimization. MnasNet: Platform-Aware Neural Architecture Search for Mobile. Learning Word Vectors for 157 Languages. Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction. ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network. Eval …

Learning to recognize touch gestures: recurrent vs. convolutional features and dynamic sampling. BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation. Learning Neural Parsers with Deterministic Differentiable Imitation Learning. Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning. A …

Deep Multi-Agent Reinforcement Learning with Relevance Graphs. Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions. A quantum-inspired classical algorithm for recommendation systems. Deep Learning for Generic Object Detection: A Survey. Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks. ShelfNet fo …

Light-Weight RefineNet for Real-Time Semantic Segmentation. ResNet with one-neuron hidden layers is a Universal Approximator. Constraining Effective Field Theories with Machine Learning. SLANG: Fast Structured Covariance Approximations for Bayesian Deep Learning with Natural Gradient. Uncovering divergent linguistic information in word embeddings w …

Problem-Adapted Artificial Intelligence for Online Network Optimization. TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation. A Missing Information Loss function for implicit feedback datasets. Non-rigid 3D Shape Registration using an Adaptive Template. Controllable Semantic Image Inpainting. Advances in Experience Replay. The …

X2Face: A network for controlling face generation by using images, audio, and pose codes. PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud. A Comprehensive Study on the Applications of Machine Learning for the Medical Diagnosis and Prognosis of Asthma. From Rank Estimation to Rank Approximation: Rank Residual Constraint for I …

Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models. Human Semantic Parsing for Person Re-identification. Polyphonic Sound Event Detection by using Capsule Neural Network. Adaptive Ranking Based Constraint Handling for Explicitly Constrained Black-Box Optimization. Momentum-Space Renormalization Group …

High-dimensional ABC. Object Tracking by Reconstruction with View-Specific Discriminative Correlation Filters. Non-Intrusive Load Monitoring with Fully Convolutional Networks. Background Subtraction with Real-time Semantic Segmentation. Twitter Sentiment Analysis via Bi-sense Emoji Embedding and Attention-based LSTM. Classification of Dermoscopy Im …