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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

GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025
UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling ICCV 2025
CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving IJCAI 2024
Spatio-Temporal Fusion for Human Action Recognition via Joint Trajectory Graph AAAI 2024
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram ICLR 2024
Spatio-Temporal Field Neural Networks for Air Quality Inference IJCAI 2024
Identifying Spatio-Temporal Drivers of Extreme Events NIPS 2024
Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024
SpFormer: Spatio-Temporal Modeling for Scanpaths with Transformer AAAI 2024
Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition CVPR 2024
Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking CVPR 2023
Unsupervised Video Deraining with An Event Camera ICCV 2023
Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer AAAI 2023
Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition ICCV 2023
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones NIPS 2023
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes NIPS 2023
PSVT: End-to-End Multi-Person 3D Pose and Shape Estimation With Progressive Video Transformers CVPR 2023
NeuralPCI: Spatio-Temporal Neural Field for 3D Point Cloud Multi-Frame Non-Linear Interpolation CVPR 2023
Multi-Stream Representation Learning for Pedestrian Trajectory Prediction AAAI 2023
Robust Video Portrait Reenactment via Personalized Representation Quantization AAAI 2023
Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023
Spatio-temporal Prompting Network for Robust Video Feature Extraction ICCV 2023
TubeR: Tubelet Transformer for Video Action Detection CVPR 2022
Spatio-Temporal Relation Modeling for Few-Shot Action Recognition CVPR 2022
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video CVPR 2022