| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| Mamba Knockout for Unraveling Factual Information Flow | May 30, 2025 | Mamba | CodeCode Available | 0 |
| Mamba Integrated with Physics Principles Masters Long-term Chaotic System Forecasting | May 29, 2025 | EpidemiologyMamba | CodeCode Available | 0 |
| StateSpaceDiffuser: Bringing Long Context to Diffusion World Models | May 28, 2025 | Mamba | —Unverified | 0 |
| RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting | May 28, 2025 | Deep LearningMamba | —Unverified | 0 |
| ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding | May 27, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state | May 27, 2025 | MambaTime Series | CodeCode Available | 2 |
| Sparsified State-Space Models are Efficient Highway Networks | May 27, 2025 | MambaState Space Models | CodeCode Available | 0 |
| Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence Modeling | May 27, 2025 | Mamba | —Unverified | 0 |
| OccLE: Label-Efficient 3D Semantic Occupancy Prediction | May 27, 2025 | 3D Semantic Occupancy PredictionAutonomous Driving | —Unverified | 0 |
| HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion | May 27, 2025 | DecoderDepth Completion | —Unverified | 0 |
| Latent Mamba Operator for Partial Differential Equations | May 25, 2025 | MambaState Space Models | —Unverified | 0 |
| Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings | May 25, 2025 | MambaState Space Models | CodeCode Available | 0 |
| FastMamba: A High-Speed and Efficient Mamba Accelerator on FPGA with Accurate Quantization | May 25, 2025 | Computational EfficiencyCPU | —Unverified | 0 |
| TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation | May 24, 2025 | Image SegmentationKolmogorov-Arnold Networks | CodeCode Available | 0 |
| Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models | May 23, 2025 | MambaTime Series Classification | CodeCode Available | 1 |
| EVM-Fusion: An Explainable Vision Mamba Architecture with Neural Algorithmic Fusion | May 23, 2025 | Decision Makingimage-classification | —Unverified | 0 |
| Hybrid Mamba-Transformer Decoder for Error-Correcting Codes | May 23, 2025 | DecoderMamba | —Unverified | 0 |
| Selection Mechanisms for Sequence Modeling using Linear State Space Models | May 23, 2025 | Fault DetectionLanguage Modeling | —Unverified | 0 |
| Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss | May 23, 2025 | MambaWeakly-supervised Learning | —Unverified | 0 |
| 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 |
