| LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation | Mar 8, 2024 | Image SegmentationMamba | CodeCode Available | 3 | 5 |
| LION: Linear Group RNN for 3D Object Detection in Point Clouds | Jul 25, 2024 | 3D Object DetectionLong-range modeling | CodeCode Available | 3 | 5 |
| Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks | Feb 6, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 3 | 5 |
| RSMamba: Remote Sensing Image Classification with State Space Model | Mar 28, 2024 | Classificationimage-classification | CodeCode Available | 3 | 5 |
| An Investigation of Incorporating Mamba for Speech Enhancement | May 10, 2024 | MambaSpeech Enhancement | CodeCode Available | 3 | 5 |
| BlackMamba: Mixture of Experts for State-Space Models | Feb 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 | 5 |
| Demystify Mamba in Vision: A Linear Attention Perspective | May 26, 2024 | image-classificationImage Classification | CodeCode Available | 3 | 5 |
| LocalMamba: Visual State Space Model with Windowed Selective Scan | Mar 14, 2024 | MambaState Space Models | CodeCode Available | 3 | 5 |
| Harnessing Temporal Causality for Advanced Temporal Action Detection | Jul 25, 2024 | Action DetectionAction Recognition | CodeCode Available | 3 | 5 |
| Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation | Apr 3, 2025 | MambaTalking Head Generation | CodeCode Available | 3 | 5 |
