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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

Breaking the Passive Learning Trap: An Active Perception Strategy for Human Motion Prediction AAAI 2026
Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution AAAI 2026
NISF$++$: Geometrically-grounded implicit representations of 3D$+$time cardiac function from 2D short- and long-axis MR views MIDL 2026
Δt-Mamba3D: A Time‑Aware Spatio‑Temporal State‑Space Model for Breast Cancer Risk Prediction AAAI 2026
BiST-Mamba: A Dual-branch Spatio-Temporal Mamba Network for Encrypted Traffic Classification (Student Abstract) AAAI 2026
milliMamba: Specular-Aware Human Pose Estimation via Dual mmWave Radar with Multi-Frame Mamba Fusion WACV 2026
PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model AAAI 2025
D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025
GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection ICCV 2025
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025
CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction ICCV 2025
Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting AAAI 2025
Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation IJCAI 2025
Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025
Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework IJCAI 2025
Situational Scene Graph for Structured Human-Centric Situation Understanding WACV 2025
STDD: Spatio-Temporal Dual Diffusion for Video Generation CVPR 2025
DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment AAAI 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking CVPR 2025
Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025
UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling ICCV 2025
State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025
Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025
Interacted Object Grounding in Spatio-Temporal Human-Object Interactions AAAI 2025