conftrace_

spatial-temporal modeling

65 papers

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Co-occurring keywords

graph neural network (3962) video understanding (1658) action recognition (960) attention mechanism (4001) temporal modeling (468) human pose estimation (652) traffic prediction (36) transformer architecture (1560) convolutional neural network (4226) deep learning (2118)

Papers

Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning AAAI 2026
STEP-Nav: Spatial-Temporal Efficient Visual Token Pruning for Vision-and-Language Navigation with Large Language Models AAAI 2026
DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion ICCV 2025
TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection AAAI 2025
GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling ICCV 2025
Event-Guided Video Transformer for End-to-End 3D Human Pose Estimation WACV 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
Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025
Motif Guided Graph Transformers with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification AAAI 2025
GaitCycFormer: Leveraging Gait Cycles and Transformers for Gait Emotion Recognition. 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
Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025
Future-Aware Interaction Network For Motion Forecasting ICCV 2025
Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder AAAI 2024
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation NIPS 2024
CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving IJCAI 2024
Hand-Centric Motion Refinement for 3D Hand-Object Interaction via Hierarchical Spatial-Temporal Modeling AAAI 2024
Video-Based Human Pose Regression via Decoupled Space-Time Aggregation CVPR 2024
Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation AAAI 2024
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction IJCAI 2024
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment NIPS 2024
Spatial-Temporal Perceiving: Deciphering User Hierarchical Intent in Session-Based Recommendation IJCAI 2024
Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting ACML 2023