| MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting | May 26, 2024 | MambaState Space Models | CodeCode Available | 2 | 5 |
| Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement | Aug 2, 2024 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 2 | 5 |
| Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts | Mar 7, 2025 | Mixture-of-ExpertsState Space Models | CodeCode Available | 2 | 5 |
| FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space | May 3, 2024 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 2 | 5 |
| MambaVC: Learned Visual Compression with Selective State Spaces | May 24, 2024 | Long-range modelingState Space Models | CodeCode Available | 2 | 5 |
| MatMamba: A Matryoshka State Space Model | Oct 9, 2024 | modelRepresentation Learning | CodeCode Available | 2 | 5 |
| Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges | Apr 24, 2024 | Drug DesignInductive Bias | CodeCode Available | 2 | 5 |
| VFIMamba: Video Frame Interpolation with State Space Models | Jul 2, 2024 | 2k4k | CodeCode Available | 2 | 5 |
| CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection | Jun 6, 2024 | Change DetectionMamba | CodeCode Available | 2 | 5 |
| Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation | Feb 18, 2025 | DecoderGPU | CodeCode Available | 2 | 5 |
