| WSSM: Geographic-enhanced hierarchical state-space model for global station weather forecast | Jan 20, 2025 | MambaState Space Models | —Unverified | 0 |
| Finite Sample Analysis of Subspace Identification Methods | Jan 17, 2025 | State Space Models | —Unverified | 0 |
| DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction | Jan 14, 2025 | DiversityMamba | CodeCode Available | 1 |
| Gaussian Integral based Bayesian Smoother | Jan 12, 2025 | State Space Models | —Unverified | 0 |
| Meta-Learning for Physically-Constrained Neural System Identification | Jan 10, 2025 | Indoor LocalizationMeta-Learning | —Unverified | 0 |
| Element-wise Attention Is All You Need | Jan 10, 2025 | AllState Space Models | —Unverified | 0 |
| TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training | Jan 8, 2025 | State Space Models | CodeCode Available | 2 |
| H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving | Jan 8, 2025 | Autonomous DrivingMamba | —Unverified | 0 |
| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| KM-UNet KAN Mamba UNet for medical image segmentation | Jan 5, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| On Symmetries in Analytic Input-Output Systems | Jan 4, 2025 | State Space Models | —Unverified | 0 |
| A Separable Self-attention Inspired by the State Space Model for Computer Vision | Jan 3, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Merging Context Clustering with Visual State Space Models for Medical Image Segmentation | Jan 3, 2025 | ClusteringImage Segmentation | CodeCode Available | 2 |
| CryptoMamba: Leveraging State Space Models for Accurate Bitcoin Price Prediction | Jan 2, 2025 | MambaState Space Models | CodeCode Available | 3 |
| ACL: Activating Capability of Linear Attention for Image Restoration | Jan 1, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | Jan 1, 2025 | Action RecognitionAction Segmentation | CodeCode Available | 1 |
| Spectral Informed Mamba for Robust Point Cloud Processing | Jan 1, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| Spectral State Space Model for Rotation-Invariant Visual Representation Learning | Jan 1, 2025 | Representation LearningState Space Models | —Unverified | 0 |
| Event-based Video Super-Resolution via State Space Models | Jan 1, 2025 | MambaState Space Models | —Unverified | 0 |
| DefMamba: Deformable Visual State Space Model | Jan 1, 2025 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Adjoint sharding for very long context training of state space models | Jan 1, 2025 | GPULarge Language Model | —Unverified | 0 |
| GDSR: Global-Detail Integration through Dual-Branch Network with Wavelet Losses for Remote Sensing Image Super-Resolution | Dec 31, 2024 | Image Super-ResolutionState Space Models | —Unverified | 0 |
| Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing | Dec 31, 2024 | State Space Models | CodeCode Available | 1 |
| Fitting Dynamically Misspecified Models: An Optimal Transportation Approach | Dec 28, 2024 | parameter estimationState Space Models | —Unverified | 0 |
| IMSSA: Deploying modern state-space models on memristive in-memory compute hardware | Dec 28, 2024 | GPUQuantization | —Unverified | 0 |
