Deep Learning

Shallow Domain Adaptive Embeddings for Sentiment Analysis EMNLP 2019 Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices NeurIPS 2019 ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing CoNLL 2019 Shape2Motion: Joint Analysis of Motion Parts and Attributes From 3D Shapes CVPR 2019 Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models NeurIPS 2019 Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images ICCV 2019 Shape Constraints for Set Functions ICML 2019 Shape Reconstruction Using Differentiable Projections and Deep Priors ICCV 2019 Sharing Attention Weights for Fast Transformer IJCAI 2019 Sharpen Focus: Learning With Attention Separability and Consistency ICCV 2019 Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery JMLR 2019 SHE: A Fast and Accurate Deep Neural Network for Encrypted Data NeurIPS 2019 ShellNet: Efficient Point Cloud Convolutional Neural Networks Using Concentric Shells Statistics ICCV 2019 ShieldNets: Defending Against Adversarial Attacks Using Probabilistic Adversarial Robustness CVPR 2019 Shifting More Attention to Video Salient Object Detection CVPR 2019 Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System Interspeech 2019 Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions CVPR 2019 Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning NAACL 2019 Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking CVPR 2019 SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks CVPR 2019 SiCloPe: Silhouette-Based Clothed People CVPR 2019 Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019 SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception CVPR 2019 Sim2real transfer learning for 3D human pose estimation: motion to the rescue NeurIPS 2019 Similarity Based Auxiliary Classifier for Named Entity Recognition EMNLP 2019