spatio-temporal modeling

SparseWorld-TC: Trajectory-Conditioned Sparse Occupancy World Model CVPR 2026 Spatiotemporal Pyramid Flow Matching for Climate Emulation CVPR 2026 Spectral Scalpel: Amplifying Adjacent Action Discrepancy via Frequency-Selective Filtering for Skeleton-Based Action Segmentation CVPR 2026 State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation AAAI 2026 Ultra-Fast Neural Video Compression CVPR 2026 Unlocking Motion from Large Vision Models with a Semantic and Kinematic Duality for Gait Recognition CVPR 2026 VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion CVPR 2026 Δt-Mamba3D: A Time‑Aware Spatio‑Temporal State‑Space Model for Breast Cancer Risk Prediction AAAI 2026 Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025 CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction ICCV 2025 Continuous Diffusive Prediction Network for Multi-Station Weather Prediction IJCAI 2025 Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025 D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025 Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment AAAI 2025 Epona: Autoregressive Diffusion World Model for Autonomous Driving ICCV 2025 GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule ICCV 2025 GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025 Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025 High-Resolution Spatiotemporal Modeling with Global-Local State Space Models for Video-Based Human Pose Estimation ICCV 2025 iMOVE : Instance-Motion-Aware Video Understanding ACL 2025 Interacted Object Grounding in Spatio-Temporal Human-Object Interactions AAAI 2025 OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition AAAI 2025 PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model AAAI 2025 ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025