| 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 |
| LC-Mamba: Local and Continuous Mamba with Shifted Windows for Frame Interpolation | Jan 1, 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 |
| Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration | Jan 1, 2025 | MambaVideo Restoration | CodeCode Available | 1 |
| MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Action Anticipation | Jan 1, 2025 | Action AnticipationMamba | 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 |
| All-Day Multi-Camera Multi-Target Tracking | Jan 1, 2025 | AllMamba | CodeCode Available | 1 |
| Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection | Jan 1, 2025 | Autonomous DrivingMamba | CodeCode Available | 1 |
| PTQ4VM: Post-Training Quantization for Visual Mamba | Dec 29, 2024 | MambaQuantization | CodeCode Available | 1 |
| BrainMAP: Learning Multiple Activation Pathways in Brain Networks | Dec 23, 2024 | MambaMixture-of-Experts | CodeCode Available | 1 |
| VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling | Dec 23, 2024 | Anomaly DetectionMamba | CodeCode Available | 1 |
| MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights | Dec 21, 2024 | Drug DesignMamba | CodeCode Available | 1 |
| Trusted Mamba Contrastive Network for Multi-View Clustering | Dec 21, 2024 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Multi-dimensional Visual Prompt Enhanced Image Restoration via Mamba-Transformer Aggregation | Dec 20, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Efficient Self-Supervised Video Hashing with Selective State Spaces | Dec 19, 2024 | DecoderMamba | CodeCode Available | 1 |
| Robust Tracking via Mamba-based Context-aware Token Learning | Dec 18, 2024 | Mamba | CodeCode Available | 1 |
| MambaLCT: Boosting Tracking via Long-term Context State Space Model | Dec 18, 2024 | MambaObject Tracking | CodeCode Available | 1 |
| Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training | Dec 17, 2024 | MambaToken Reduction | CodeCode Available | 1 |
| Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation | Dec 15, 2024 | GPUMamba | CodeCode Available | 1 |
| Selective Visual Prompting in Vision Mamba | Dec 12, 2024 | MambaState Space Models | CodeCode Available | 1 |
| SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation | Dec 11, 2024 | MambaSegmentation | CodeCode Available | 1 |
| Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs | Dec 9, 2024 | Mamba | CodeCode Available | 1 |
| MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation | Dec 2, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 |
| MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning | Dec 1, 2024 | Domain AdaptationImage Enhancement | CodeCode Available | 1 |
| Vision Mamba Distillation for Low-resolution Fine-grained Image Classification | Nov 27, 2024 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning | Nov 20, 2024 | Mambamodel | CodeCode Available | 1 |
| Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues | Nov 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection | Nov 15, 2024 | Audio Deepfake DetectionAutomatic Speech Recognition | CodeCode Available | 1 |
| MaDiNet: Mamba Diffusion Network for SAR Target Detection | Nov 12, 2024 | Mamba | CodeCode Available | 1 |
