| JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation Model | May 22, 2025 | GPULong-range modeling | CodeCode Available | 1 |
| SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation | May 22, 2025 | MambaMRI segmentation | —Unverified | 0 |
| PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging | May 22, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Active Speech Enhancement: Active Speech Denoising Decliping and Deveraberation | May 22, 2025 | DenoisingMamba | —Unverified | 0 |
| FR-Mamba: Time-Series Physical Field Reconstruction Based on State Space Model | May 21, 2025 | MambaTime Series | —Unverified | 0 |
| Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought | May 21, 2025 | ChatbotInstruction Following | —Unverified | 0 |
| RLBenchNet: The Right Network for the Right Reinforcement Learning Task | May 21, 2025 | continuous-controlContinuous Control | CodeCode Available | 1 |
| HAMF: A Hybrid Attention-Mamba Framework for Joint Scene Context Understanding and Future Motion Representation Learning | May 21, 2025 | Autonomous DrivingMamba | —Unverified | 0 |
| SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning | May 21, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| Mechanistic evaluation of Transformers and state space models | May 21, 2025 | Language ModellingMamba | —Unverified | 0 |
