| 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 |
| 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 |
| Hybrid Mamba-Transformer Decoder for Error-Correcting Codes | May 23, 2025 | DecoderMamba | —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 |
| Active Speech Enhancement: Active Speech Denoising Decliping and Deveraberation | May 22, 2025 | DenoisingMamba | —Unverified | 0 |
| PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging | May 22, 2025 | Inductive BiasMamba | —Unverified | 0 |
| FR-Mamba: Time-Series Physical Field Reconstruction Based on State Space Model | May 21, 2025 | MambaTime Series | —Unverified | 0 |
| RLBenchNet: The Right Network for the Right Reinforcement Learning Task | May 21, 2025 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought | May 21, 2025 | ChatbotInstruction Following | —Unverified | 0 |
| Mechanistic evaluation of Transformers and state space models | May 21, 2025 | Language ModellingMamba | —Unverified | 0 |
| 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 |
| RefiDiff: Refinement-Aware Diffusion for Efficient Missing Data Imputation | May 20, 2025 | DenoisingImputation | —Unverified | 0 |
| Selective Structured State Space for Multispectral-fused Small Target Detection | May 20, 2025 | Mamba | —Unverified | 0 |
| Scaling Vision Mamba Across Resolutions via Fractal Traversal | May 20, 2025 | Change Detectionimage-classification | —Unverified | 0 |
| Mamba-Adaptor: State Space Model Adaptor for Visual Recognition | May 19, 2025 | Inductive BiasMamba | —Unverified | 0 |
| Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking | May 19, 2025 | Image GenerationMamba | —Unverified | 0 |
| SourceDetMamba: A Graph-aware State Space Model for Source Detection in Sequential Hypergraphs | May 19, 2025 | Computational EfficiencyMamba | —Unverified | 0 |
| WaLRUS: Wavelets for Long-range Representation Using SSMs | May 17, 2025 | DiversityMamba | —Unverified | 0 |
| MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation | May 17, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations | May 17, 2025 | Mamba | —Unverified | 0 |
| Multi-modal Collaborative Optimization and Expansion Network for Event-assisted Single-eye Expression Recognition | May 17, 2025 | Deep AttentionMamba | CodeCode Available | 0 |
| Spatiotemporal Field Generation Based on Hybrid Mamba-Transformer with Physics-informed Fine-tuning | May 16, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| Equal is Not Always Fair: A New Perspective on Hyperspectral Representation Non-Uniformity | May 16, 2025 | DenoisingFairness | —Unverified | 0 |
| Hybrid-Emba3D: Geometry-Aware and Cross-Path Feature Hybrid Enhanced State Space Model for Point Cloud Classification | May 16, 2025 | Long-range modelingMamba | CodeCode Available | 0 |
| HSRMamba: Efficient Wavelet Stripe State Space Model for Hyperspectral Image Super-Resolution | May 16, 2025 | Computational EfficiencyHyperspectral Image Super-Resolution | CodeCode Available | 0 |
| SRMamba: Mamba for Super-Resolution of LiDAR Point Clouds | May 15, 2025 | MambaPoint Cloud Super Resolution | —Unverified | 0 |
| MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction | May 15, 2025 | AnatomyDisease Prediction | —Unverified | 0 |
| HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation | May 15, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Efficient Malicious UAV Detection Using Autoencoder-TSMamba Integration | May 14, 2025 | MambaMulti-class Classification | —Unverified | 0 |
| Dyadic Mamba: Long-term Dyadic Human Motion Synthesis | May 14, 2025 | MambaMotion Synthesis | —Unverified | 0 |
| Spec2VolCAMU-Net: A Spectrogram-to-Volume Model for EEG-to-fMRI Reconstruction based on Multi-directional Time-Frequency Convolutional Attention Encoder and Vision-Mamba U-Net | May 14, 2025 | EEGMamba | CodeCode Available | 0 |