spatio-temporal modeling

BiST-Mamba: A Dual-branch Spatio-Temporal Mamba Network for Encrypted Traffic Classification (Student Abstract) AAAI 2026 Breaking the Passive Learning Trap: An Active Perception Strategy for Human Motion Prediction AAAI 2026 Can Natural Image Autoencoders Compactly Tokenize fMRI Volumes for Long-Range Dynamics Modeling? CVPR 2026 CHAL: Causal-guided Hierarchical Anomaly-aware Learning for Moving Infrared Small Target Detection CVPR 2026 Gamba: Mamba-based graph convolutional network with dynamic graph topology learning for action recognition CVPR 2026 Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution AAAI 2026 Hierarchical Attention Network with Correction for Cross-Domain User Association AAAI 2026 HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models AAAI 2026 Improved Wildfire Spread Prediction with Time-Series Data and the WSTS+ Benchmark WACV 2026 KineST: A Kinematics-guided Spatiotemporal State Space Model for Human Motion Tracking from Sparse Signals AAAI 2026 Kronecker-Structured Nonparametric Spatiotemporal Point Processes UAI 2026 Leveraging Sparse Observations to Predict Species Abundance Across Space and Time AAAI 2026 M4V: Multimodal Mamba for Efficient Text-to-Video Generation CVPR 2026 milliMamba: Specular-Aware Human Pose Estimation via Dual mmWave Radar with Multi-Frame Mamba Fusion WACV 2026 Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic CVPR 2026 MoEA-Net: Modality-Incremental Expert Aggregation Network for Retinal Prognostic Prediction AAAI 2026 Multivariate Gaussian Representation Learning for Medical Action Evaluation AAAI 2026 NISF$++$: Geometrically-grounded implicit representations of 3D$+$time cardiac function from 2D short- and long-axis MR views MIDL 2026 PDE-Driven Spatiotemporal Generative Modeling for Multilead ECG Synthesis AAAI 2026 RAPTOR: Real-Time High-Resolution UAV Video Prediction with Efficient Video Attention AAAI 2026 Revisiting Monocular SLAM with Spatio-Temporal Scene Modeling CVPR 2026 RS-SSM: Refining Forgotten Specifics in State Space Model for Video Semantic Segmentation CVPR 2026 S3Net: Spatiotemporally Separated Sparse Network for Neuromorphic Vision Processing AAAI 2026 SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation WACV 2026 Scene-Aware Spatiotemporal Generalization: Towards Robust Temporal Action Detection Across Domains AAAI 2026