| 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 |
