state space model

Scalable Feature Matching via State Space Modeling and Sparse Correlation CVPR 2026 Scaling Parallel Sequence Models to Vision Foundation Models CVPR 2026 Seeing in Double: Dual-Granularity BEV Segmentation via Mamba-Driven Alignment and Polar-Decoupled Experts AAAI 2026 Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining AAAI 2026 Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction AAAI 2026 SSMRadNet : A Sample-wise State-Space Framework for Efficient and Ultra-Light Radar Segmentation and Object Detection WACV 2026 State Mamba: Spatiotemporal EEG State-Space Model with Dynamic Brain Alignment for Cross-Subject Representation AAAI 2026 State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models AAAI 2026 Thermal Diffusion Matters: Infrared Spatial-Temporal Video Super-Resolution through Heat Conduction Priors CVPR 2026 TimeViper: A Hybrid Mamba-Transformer Vision-Language Model for Efficient Long Video Understanding CVPR 2026 Token Pruning for Improving Graph-Generating State Space Model Performance EACL 2026 Towards Robust Event-Based Depth Estimation: Bridging Synthetic and Real Domains with Motion Adaptation AAAI 2026 Toward Time-Continuous Data Inference in Sparse Urban CrowdSensing AAAI 2026 TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model AAAI 2026 VARH-AI at SemEval-2026 Task 10: Exploiting Architectural Diversity with Transformer-SSM Ensembles and Confidence-Based Iterative Refinement for Conspiracy Detection SemEval 2026 VEMamba: Efficient Isotropic Reconstruction of Volume Electron Microscopy with Axial-Lateral Consistent Mamba CVPR 2026 WinMamba: Multi-Scale Shifted Windows in State Space Model for 3D Object Detection AAAI 2026 Δt-Mamba3D: A Time‑Aware Spatio‑Temporal State‑Space Model for Breast Cancer Risk Prediction AAAI 2026 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025 3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering AAAI 2025 Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency CVPR 2025 Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025 A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments ICML 2025 AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment CVPR 2025 Assessing the Performance and Efficiency of Mamba ASR in Low-Resource Scenarios Interspeech 2025