| Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for bearing fault diagnosis | Feb 27, 2025 | ClassificationDiagnostic | CodeCode Available | 1 |
| EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training | Feb 26, 2025 | MambaRepresentation Learning | CodeCode Available | 1 |
| MambaFlow: A Novel and Flow-guided State Space Model for Scene Flow Estimation | Feb 24, 2025 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| A Reverse Mamba Attention Network for Pathological Liver Segmentation | Feb 23, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 |
| Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework | Feb 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities | Feb 16, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection | Feb 16, 2025 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 |
| A Lightweight and Effective Image Tampering Localization Network with Vision Mamba | Feb 14, 2025 | DecoderMamba | CodeCode Available | 1 |
| MAAT: Mamba Adaptive Anomaly Transformer with association discrepancy for time series | Feb 11, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation | Feb 4, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| MatIR: A Hybrid Mamba-Transformer Image Restoration Model | Jan 30, 2025 | Computational EfficiencyImage Inpainting | CodeCode Available | 1 |
| HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution | Jan 30, 2025 | Hyperspectral Image Super-ResolutionImage Super-Resolution | CodeCode Available | 1 |
| SMamba: Sparse Mamba for Event-based Object Detection | Jan 21, 2025 | MambaObject | CodeCode Available | 1 |
| MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation | Jan 15, 2025 | Mamba | CodeCode Available | 1 |
| DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction | Jan 14, 2025 | DiversityMamba | CodeCode Available | 1 |
| AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation | Jan 14, 2025 | MambaVideo Understanding | CodeCode Available | 1 |
| Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion | Jan 13, 2025 | 3D Semantic Scene CompletionMamba | CodeCode Available | 1 |
| MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection | Jan 10, 2025 | Action DetectionGPU | CodeCode Available | 1 |
| EDMB: Edge Detector with Mamba | Jan 8, 2025 | Edge DetectionMamba | CodeCode Available | 1 |
| KM-UNet KAN Mamba UNet for medical image segmentation | Jan 5, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging | Jan 2, 2025 | Mamba | CodeCode Available | 1 |
| Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | Jan 1, 2025 | Action RecognitionAction Segmentation | CodeCode Available | 1 |
| All-Day Multi-Camera Multi-Target Tracking | Jan 1, 2025 | AllMamba | CodeCode Available | 1 |
| HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer Segmentation | Jan 1, 2025 | Computational EfficiencyLesion Segmentation | CodeCode Available | 1 |
| Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection | Jan 1, 2025 | Autonomous DrivingMamba | CodeCode Available | 1 |
