| Element-wise Attention Is All You Need | Jan 10, 2025 | AllState Space Models | —Unverified | 0 |
| TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training | Jan 8, 2025 | State Space Models | CodeCode Available | 2 |
| H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving | Jan 8, 2025 | Autonomous DrivingMamba | —Unverified | 0 |
| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| KM-UNet KAN Mamba UNet for medical image segmentation | Jan 5, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| On Symmetries in Analytic Input-Output Systems | Jan 4, 2025 | State Space Models | —Unverified | 0 |
| A Separable Self-attention Inspired by the State Space Model for Computer Vision | Jan 3, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Merging Context Clustering with Visual State Space Models for Medical Image Segmentation | Jan 3, 2025 | ClusteringImage Segmentation | CodeCode Available | 2 |
| CryptoMamba: Leveraging State Space Models for Accurate Bitcoin Price Prediction | Jan 2, 2025 | MambaState Space Models | CodeCode Available | 3 |
| ACL: Activating Capability of Linear Attention for Image Restoration | Jan 1, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
