| Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory | May 26, 2024 | State Space Models | —Unverified | 0 |
| MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space | May 25, 2024 | Image EnhancementLong-range modeling | —Unverified | 0 |
| Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting | May 25, 2024 | MambaState Space Models | —Unverified | 0 |
| Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks | May 24, 2024 | State Space Models | CodeCode Available | 0 |
| MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation | May 24, 2024 | Computational EfficiencyLesion Segmentation | CodeCode Available | 0 |
| MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | May 23, 2024 | Action RecognitionAction Segmentation | —Unverified | 0 |
| Scalable Visual State Space Model with Fractal Scanning | May 23, 2024 | image-classificationImage Classification | —Unverified | 0 |
| HOPE for a Robust Parameterization of Long-memory State Space Models | May 22, 2024 | State Space Models | CodeCode Available | 0 |
| Audio Mamba: Pretrained Audio State Space Model For Audio Tagging | May 22, 2024 | Audio TaggingMamba | —Unverified | 0 |
| HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model | May 22, 2024 | Graph LearningMamba | —Unverified | 0 |