spatio-temporal modeling

STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction CVPR 2020 WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series IJCAI 2020 Cubic LSTMs for Video Prediction AAAI 2019 NAOMI: Non-Autoregressive Multiresolution Sequence Imputation NeurIPS 2019 Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data AAAI 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 Prediction of Dialectal Variant Usage ACL 2019 Spatio-Temporal Video Re-Localization by Warp LSTM CVPR 2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection CVPR 2019 Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation AAAI 2019 A^2-Nets: Double Attention Networks NeurIPS 2018 Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018 Spatio-Temporal Check-in Time Prediction with Recurrent Neural Network based Survival Analysis IJCAI 2018 Structured Gaussian Processes with Twin Multiple Kernel Learning ACML 2018 Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes NeurIPS 2016 Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces AISTATS 2016 Spatio-Temporal Hilbert Maps for Continuous Occupancy Representation in Dynamic Environments NeurIPS 2016 Joint Inference of Groups, Events and Human Roles in Aerial Videos CVPR 2015 Bayesian inference for low rank spatiotemporal neural receptive fields NeurIPS 2013 Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition CVPR 2013 Learning Spatio-Temporal Structure from RGB-D Videos for Human Activity Detection and Anticipation ICML 2013 Representing and Discovering Adversarial Team Behaviors Using Player Roles CVPR 2013 Spatiotemporal Deformable Part Models for Action Detection CVPR 2013 Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling AISTATS 2012