Deep Learning

SParC: Cross-Domain Semantic Parsing in Context ACL 2019 Sparse Adversarial Perturbations for Videos AAAI 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 Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data ICML 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 Feature Aggregation for Image based Cross-View Geo-Localization NeurIPS 2019 Spatial-Aware Graph Relation Network for Large-Scale Object Detection CVPR 2019 Spatial Fusion GAN for Image Synthesis CVPR 2019 Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks AAAI 2019 Spatially Variant Linear Representation Models for Joint Filtering CVPR 2019 Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping AAAI 2019 Spatial-Temporal Person Re-Identification AAAI 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