spatial-temporal modeling

An Empirical Study on How Video-LLMs Answer Video Questions CVPR 2026 Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning AAAI 2026 STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting CVPR 2026 STEP-Nav: Spatial-Temporal Efficient Visual Token Pruning for Vision-and-Language Navigation with Large Language Models AAAI 2026 Training-free Detection of Generated Videos via Spatial-Temporal Likelihoods CVPR 2026 Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion ICCV 2025 Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025 Event-Guided Video Transformer for End-to-End 3D Human Pose Estimation WACV 2025 Future-Aware Interaction Network For Motion Forecasting ICCV 2025 GaitCloud: Leveraging Spatial-Temporal Information for LiDAR-Base Gait Recognition with A True-3D Gait Representation WACV 2025 GaitCycFormer: Leveraging Gait Cycles and Transformers for Gait Emotion Recognition. AAAI 2025 GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling ICCV 2025 Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models CVPR 2025 Motif-aware Graph Neural Networks for Networked Time Series Imputation AAAI 2025 Motif Guided Graph Transformers with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification AAAI 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection AAAI 2025 Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model CVPR 2025 Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding IJCAI 2025 Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment NeurIPS 2024 CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving IJCAI 2024 Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder AAAI 2024 Hand-Centric Motion Refinement for 3D Hand-Object Interaction via Hierarchical Spatial-Temporal Modeling AAAI 2024 Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction IJCAI 2024