spatial-temporal modeling

MoGenTS: Motion Generation based on Spatial-Temporal Joint Modeling NeurIPS 2024 OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation NeurIPS 2024 Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation AAAI 2024 Spatial-Temporal Perceiving: Deciphering User Hierarchical Intent in Session-Based Recommendation IJCAI 2024 Video-Based Human Pose Regression via Decoupled Space-Time Aggregation CVPR 2024 Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023 Coordinate Transformer: Achieving Single-stage Multi-person Mesh Recovery from Videos ICCV 2023 Diversifying Spatial-Temporal Perception for Video Domain Generalization NeurIPS 2023 Dual-Path Adaptation From Image to Video Transformers CVPR 2023 Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer AAAI 2023 Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting ACML 2023 GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular Video ICCV 2023 MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection AAAI 2023 Parallel Attention Interaction Network for Few-Shot Skeleton-Based Action Recognition ICCV 2023 PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction AAAI 2023 Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph Attention ACML 2023 Revisiting the Spatial and Temporal Modeling for Few-Shot Action Recognition AAAI 2023 Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks IJCAI 2023 STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition CVPR 2023 Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023 BE-STI: Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction With Bidirectional Enhancement CVPR 2022 Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction IJCAI 2022 MotionMixer: MLP-based 3D Human Body Pose Forecasting IJCAI 2022 Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation CVPR 2022 Anticipating Future Relations via Graph Growing for Action Prediction AAAI 2021