| CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting | Jun 8, 2024 | AttributeMamba | CodeCode Available | 1 |
| Exploring Temporal Dynamics in Event-based Eye Tracker | Mar 31, 2025 | Mamba | CodeCode Available | 1 |
| Mamba meets crack segmentation | Jul 22, 2024 | Crack SegmentationMamba | CodeCode Available | 1 |
| ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes | Mar 9, 2024 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion | Jan 13, 2025 | 3D Semantic Scene CompletionMamba | CodeCode Available | 1 |
| Slot State Space Models | Jun 18, 2024 | MambaState Space Models | CodeCode Available | 1 |
| LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement | Apr 22, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection | Jan 18, 2024 | Mambaobject-detection | CodeCode Available | 1 |
| Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation | Dec 15, 2024 | GPUMamba | CodeCode Available | 1 |
| Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis | Mar 26, 2024 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning | Oct 14, 2024 | Audio DenoisingDecoder | CodeCode Available | 1 |
| Exploiting Temporal State Space Sharing for Video Semantic Segmentation | Mar 26, 2025 | MambaSemantic Segmentation | CodeCode Available | 1 |
| MambaLCT: Boosting Tracking via Long-term Context State Space Model | Dec 18, 2024 | MambaObject Tracking | CodeCode Available | 1 |
| Change State Space Models for Remote Sensing Change Detection | Apr 15, 2025 | Change DetectionComputational Efficiency | CodeCode Available | 1 |
| Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm | Aug 20, 2024 | MambaSign Language Translation | CodeCode Available | 1 |
| Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms | Aug 19, 2024 | Action RecognitionMamba | CodeCode Available | 1 |
| State Space Models as Foundation Models: A Control Theoretic Overview | Mar 25, 2024 | MambaState Space Models | CodeCode Available | 1 |
| Mamba for Streaming ASR Combined with Unimodal Aggregation | Sep 30, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification | Aug 2, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction | Jan 14, 2025 | DiversityMamba | CodeCode Available | 1 |
| Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning | Jul 8, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Locating and Editing Factual Associations in Mamba | Apr 4, 2024 | MambaModel Editing | CodeCode Available | 1 |
| M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving | Mar 23, 2025 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning | Jun 4, 2024 | MambaOpenAI Gym | CodeCode Available | 1 |
| EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training | Feb 26, 2025 | MambaRepresentation Learning | CodeCode Available | 1 |
