| Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions | Oct 28, 2023 | State Space Models | CodeCode Available | 2 | 5 |
| Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation | Mar 27, 2024 | MambaSpeech Separation | CodeCode Available | 2 | 5 |
| Point Cloud Mamba: Point Cloud Learning via State Space Model | Mar 1, 2024 | MambaState Space Models | CodeCode Available | 2 | 5 |
| Mamba in Speech: Towards an Alternative to Self-Attention | May 21, 2024 | MambaSpeech Enhancement | CodeCode Available | 2 | 5 |
| Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models | Mar 6, 2024 | MambaRecommendation Systems | 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 |
| Efficient Visual State Space Model for Image Deblurring | May 23, 2024 | DeblurringImage Deblurring | CodeCode Available | 2 | 5 |
| HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation | Aug 21, 2024 | Image SegmentationMamba | CodeCode Available | 2 | 5 |
| MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object Detection | Jul 6, 2025 | 3D Object DetectionAttribute | CodeCode Available | 2 | 5 |
| Mamba in Vision: A Comprehensive Survey of Techniques and Applications | Oct 4, 2024 | MambaState Space Models | CodeCode Available | 2 | 5 |
