| OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models | Mar 11, 2025 | GPUMamba | CodeCode Available | 2 |
| Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts | Mar 7, 2025 | Mixture-of-ExpertsState Space Models | CodeCode Available | 2 |
| DAMamba: Vision State Space Model with Dynamic Adaptive Scan | Feb 18, 2025 | image-classificationImage Classification | CodeCode Available | 2 |
| Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear Distillation | Feb 18, 2025 | DecoderGPU | CodeCode Available | 2 |
| Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity | Jan 27, 2025 | Computational EfficiencyMamba | CodeCode Available | 2 |
| TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training | Jan 8, 2025 | State Space Models | CodeCode Available | 2 |
| Merging Context Clustering with Visual State Space Models for Medical Image Segmentation | Jan 3, 2025 | ClusteringImage Segmentation | CodeCode Available | 2 |
| EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality | Nov 22, 2024 | Efficient Neural NetworkImage Classification | CodeCode Available | 2 |
| AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models | Nov 11, 2024 | Audio Super-ResolutionGPU | CodeCode Available | 2 |
| Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series | Oct 25, 2024 | State Space ModelsTime Series | CodeCode Available | 2 |
