| RLBenchNet: The Right Network for the Right Reinforcement Learning Task | May 21, 2025 | continuous-controlContinuous Control | CodeCode Available | 1 |
| MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation | May 17, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation | May 15, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking | May 13, 2025 | DiversityMamba | CodeCode Available | 1 |
| Overflow Prevention Enhances Long-Context Recurrent LLMs | May 12, 2025 | Mamba | CodeCode Available | 1 |
| WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing | May 7, 2025 | Image DehazingMamba | CodeCode Available | 1 |
| Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation | May 6, 2025 | Image GenerationMamba | CodeCode Available | 1 |
| Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation | Apr 24, 2025 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement | Apr 22, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| U-Shape Mamba: State Space Model for faster diffusion | Apr 18, 2025 | DecoderImage Generation | CodeCode Available | 1 |
