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spatiotemporal modeling

59 papers

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video understanding (1658) graph neural network (3962) action recognition (960) state space model (390) transformer architecture (1560) generative model (2892) diffusion model (3751) recurrent neural network (1790) neural network (6616) spatio-temporal modeling (103)

Papers

Compositional Video Understanding with Spatiotemporal Structure-based Transformers CVPR 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis CVPR 2024
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition AAAI 2024
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling AAAI 2024
Precipitation Downscaling with Spatiotemporal Video Diffusion NIPS 2024
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences NIPS 2024
Selective Structured State-Spaces for Long-Form Video Understanding CVPR 2023
Convolutional State Space Models for Long-Range Spatiotemporal Modeling NIPS 2023
Continuous Spatiotemporal Transformer ICML 2023
Composing Partial Differential Equations with Physics-Aware Neural Networks ICML 2022
Clothes-Changing Person Re-Identification With RGB Modality Only CVPR 2022
Disentangled Spatiotemporal Graph Generative Models AAAI 2022
Self-Supervised Video Transformer CVPR 2022
Shrinking Temporal Attention in Transformers for Video Action Recognition AAAI 2022
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models JMLR 2022
Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021
Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach AAAI 2021
MVFNet: Multi-View Fusion Network for Efficient Video Recognition AAAI 2021
Tracking Without Re-recognition in Humans and Machines NIPS 2021
Supervoxel Attention Graphs for Long-Range Video Modeling WACV 2021
Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection ICCV 2021
Where there's Smoke, there's Fire: Wildfire Risk Predictive Modeling via Historical Climate Data AAAI 2021
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification CVPR 2020
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction CVPR 2020