Architectures

Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks NeurIPS 2019 Social Relation Recognition From Videos via Multi-Scale Spatial-Temporal Reasoning CVPR 2019 SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence EMNLP 2019 Software Component Prediction for Bug Reports ACML 2019 Solving the Rubik's Cube with Approximate Policy Iteration ICLR 2019 Sparse Dictionary Learning by Dynamical Neural Networks ICLR 2019 SparseFool: A Few Pixels Make a Big Difference CVPR 2019 SparseMask: Differentiable Connectivity Learning for Dense Image Prediction ICCV 2019 SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks IJCAI 2019 Sparse Sequence-to-Sequence Models ACL 2019 SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers NeurIPS 2019 SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders Interspeech 2019 Sparse Structured Prediction for Semantic Edge Detection in Medical Images MIDL 2019 Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset CVPR 2019 Spatial-Aware Graph Relation Network for Large-Scale Object Detection CVPR 2019 Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks AAAI 2019 Spatially Variant Linear Representation Models for Joint Filtering CVPR 2019 Spatio-Temporal Attention Pooling for Audio Scene Classification Interspeech 2019 Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs IJCAI 2019 Spatiotemporal CNN for Video Object Segmentation CVPR 2019 Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning CVPR 2019 Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition AAAI 2019 Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019 Spatio-Temporal Video Re-Localization by Warp LSTM CVPR 2019 Speaker Diarization with Deep Speaker Embeddings for DIHARD Challenge II Interspeech 2019