| MinGRU-Based Encoder for Turbo Autoencoder Frameworks | Mar 11, 2025 | MambaState Space Models | —Unverified | 0 |
| From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction | Mar 10, 2025 | Image ReconstructionMamba | —Unverified | 0 |
| Multi-granular body modeling with Redundancy-Free Spatiotemporal Fusion for Text-Driven Motion Generation | Mar 10, 2025 | MambaMotion Generation | —Unverified | 0 |
| MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation | Mar 10, 2025 | MambaOptical Flow Estimation | —Unverified | 0 |
| Small Vision-Language Models: A Survey on Compact Architectures and Techniques | Mar 9, 2025 | Computational EfficiencyKnowledge Distillation | —Unverified | 0 |
| M^3amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification | Mar 9, 2025 | Computational EfficiencyHyperspectral Image Classification | CodeCode Available | 1 |
| Global-Aware Monocular Semantic Scene Completion with State Space Models | Mar 9, 2025 | DecoderMamba | —Unverified | 0 |
| Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models | Mar 9, 2025 | Anomaly DetectionMamba | CodeCode Available | 0 |
| Future-Aware Interaction Network For Motion Forecasting | Mar 9, 2025 | Autonomous DrivingMamba | —Unverified | 0 |
| State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters | Mar 7, 2025 | ARCDecoder | —Unverified | 0 |
| JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba | Mar 5, 2025 | GPUMamba | —Unverified | 0 |
| XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification | Mar 4, 2025 | Classificationimage-classification | CodeCode Available | 1 |
| COMMA: Coordinate-aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation | Mar 4, 2025 | Computational EfficiencyMamba | CodeCode Available | 0 |
| Forgetting Transformer: Softmax Attention with a Forget Gate | Mar 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Mamba base PKD for efficient knowledge compression | Mar 3, 2025 | image-classificationImage Classification | —Unverified | 0 |
| From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation | Mar 3, 2025 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning | Mar 3, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures | Mar 3, 2025 | Crack SegmentationMamba | CodeCode Available | 3 |
| LightEndoStereo: A Real-time Lightweight Stereo Matching Method for Endoscopy Images | Mar 2, 2025 | MambaStereo Matching | CodeCode Available | 1 |
| 2DMCG:2DMambawith Change Flow Guidance for Change Detection in Remote Sensing | Mar 1, 2025 | Change DetectionMamba | —Unverified | 0 |
| A Quantum-Empowered SPEI Drought Forecasting Algorithm Using Spatially-Aware Mamba Network | Feb 28, 2025 | Mamba | —Unverified | 0 |
| Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for bearing fault diagnosis | Feb 27, 2025 | ClassificationDiagnostic | CodeCode Available | 1 |
| Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners | Feb 27, 2025 | MambaMathematical Reasoning | —Unverified | 0 |
| EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training | Feb 26, 2025 | MambaRepresentation Learning | CodeCode Available | 1 |
| EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling | Feb 25, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |