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spatio-temporal modeling

103 papers

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Co-occurring keywords

graph neural network (3962) video understanding (1658) action recognition (960) gaussian process (1200) state space model (390) human pose estimation (652) representation learning (6206) 3d vision (1098) attention mechanism (4001) deep learning (2118)

Papers

Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020
A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020
G3AN: Disentangling Appearance and Motion for Video Generation CVPR 2020
STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction CVPR 2020
GMAN: A Graph Multi-Attention Network for Traffic Prediction AAAI 2020
3D Single-Person Concurrent Activity Detection Using Stacked Relation Network AAAI 2020
15 Keypoints Is All You Need CVPR 2020
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction CVPR 2020
Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series IJCAI 2020
Scalable Gaussian Process Separation for Kernels with a Non-Stationary Phase ICML 2020
Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment WACV 2020
Spatio-Temporal Video Re-Localization by Warp LSTM CVPR 2019
STEP: Spatio-Temporal Progressive Learning for Video Action Detection CVPR 2019
Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition AAAI 2019
Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data AAAI 2019
Spatio-Temporal Prediction of Dialectal Variant Usage ACL 2019
Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation AAAI 2019
Spatio-Temporal Check-in Time Prediction with Recurrent Neural Network based Survival Analysis IJCAI 2018
A^2-Nets: Double Attention Networks NIPS 2018
Exploiting Graph Regularized Multi-dimensional Hawkes Processes for Modeling Events with Spatio-temporal Characteristics IJCAI 2018
Spatio-Temporal Hilbert Maps for Continuous Occupancy Representation in Dynamic Environments NIPS 2016
Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces AISTATS 2016
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