| Activating Wider Areas in Image Super-Resolution | Mar 13, 2024 | Image Super-ResolutionMamba | CodeCode Available | 1 | 5 |
| Mamba-FETrack V2: Revisiting State Space Model for Frame-Event based Visual Object Tracking | Jun 30, 2025 | MambaObject Tracking | CodeCode Available | 1 | 5 |
| Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training | Dec 17, 2024 | MambaToken Reduction | CodeCode Available | 1 | 5 |
| Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations | Sep 8, 2024 | Emotion RecognitionMamba | CodeCode Available | 1 | 5 |
| Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion | Sep 15, 2024 | Mamba | CodeCode Available | 1 | 5 |
| Vim-F: Visual State Space Model Benefiting from Learning in the Frequency Domain | May 29, 2024 | MambaState Space Models | CodeCode Available | 1 | 5 |
| CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting | Jun 8, 2024 | AttributeMamba | CodeCode Available | 1 | 5 |
| SITSMamba for Crop Classification based on Satellite Image Time Series | Sep 15, 2024 | ClassificationCrop Classification | CodeCode Available | 1 | 5 |
| Exploring Temporal Dynamics in Event-based Eye Tracker | Mar 31, 2025 | Mamba | CodeCode Available | 1 | 5 |
| MambaEVT: Event Stream based Visual Object Tracking using State Space Model | Aug 20, 2024 | MambaObject Localization | CodeCode Available | 1 | 5 |
| ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes | Mar 9, 2024 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Mamba-Diffusion Model with Learnable Wavelet for Controllable Symbolic Music Generation | May 6, 2025 | Image GenerationMamba | CodeCode Available | 1 | 5 |
| Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration | Jul 27, 2024 | DisentanglementImage Registration | CodeCode Available | 1 | 5 |
| CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning | Oct 14, 2024 | Audio DenoisingDecoder | CodeCode Available | 1 | 5 |
| Exploiting Temporal State Space Sharing for Video Semantic Segmentation | Mar 26, 2025 | MambaSemantic Segmentation | CodeCode Available | 1 | 5 |
| MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation | Sep 19, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| Change State Space Models for Remote Sensing Change Detection | Apr 15, 2025 | Change DetectionComputational Efficiency | CodeCode Available | 1 | 5 |
| Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning | Jun 4, 2024 | MambaOpenAI Gym | CodeCode Available | 1 | 5 |
| Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm | Aug 20, 2024 | MambaSign Language Translation | CodeCode Available | 1 | 5 |
| MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning | Mar 14, 2024 | Efficient ExplorationMamba | CodeCode Available | 1 | 5 |
| MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs | Aug 21, 2024 | Compressed Image Super-resolutionImage Super-Resolution | CodeCode Available | 1 | 5 |
| Locating and Editing Factual Associations in Mamba | Apr 4, 2024 | MambaModel Editing | CodeCode Available | 1 | 5 |
| Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms | Aug 19, 2024 | Action RecognitionMamba | CodeCode Available | 1 | 5 |
| Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | Jan 1, 2025 | Action RecognitionAction Segmentation | CodeCode Available | 1 | 5 |
| Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification | Aug 2, 2024 | ClassificationComputational Efficiency | CodeCode Available | 1 | 5 |
| Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient | Oct 11, 2024 | MambaModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos | Mar 26, 2025 | DiagnosticMamba | CodeCode Available | 1 | 5 |
| EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training | Feb 26, 2025 | MambaRepresentation Learning | CodeCode Available | 1 | 5 |
| Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models | Oct 12, 2024 | AutoMLMamba | CodeCode Available | 1 | 5 |
| Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos | Apr 11, 2024 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 | 5 |
| Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis | Mar 26, 2024 | Inductive BiasInstance Segmentation | CodeCode Available | 1 | 5 |
| Proprioception Is All You Need: Terrain Classification for Boreal Forests | Mar 25, 2024 | AllAutonomous Navigation | CodeCode Available | 1 | 5 |
| SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding | Sep 30, 2024 | Data AugmentationEEG | CodeCode Available | 1 | 5 |
| Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection | Jan 1, 2025 | Autonomous DrivingMamba | CodeCode Available | 1 | 5 |
| VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | Mar 27, 2025 | Anomaly DetectionComputational Efficiency | CodeCode Available | 1 | 5 |
| M^3amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification | Mar 9, 2025 | Computational EfficiencyHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO | Sep 24, 2024 | Lesion DetectionMamba | CodeCode Available | 0 | 5 |
| EmbBERT-Q: Breaking Memory Barriers in Embedded NLP | Feb 14, 2025 | MambaQuantization | CodeCode Available | 0 | 5 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 | 5 |
| Efficient Explicit Joint-level Interaction Modeling with Mamba for Text-guided HOI Generation | Mar 29, 2025 | Human-Object Interaction DetectionMamba | CodeCode Available | 0 | 5 |
| Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning Tasks | Nov 6, 2024 | In-Context LearningMamba | CodeCode Available | 0 | 5 |
| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| S^3-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation | Dec 19, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer | Feb 16, 2025 | Mamba | CodeCode Available | 0 | 5 |
| EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation | Jun 4, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 | 5 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization | May 13, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 | 5 |
| Revealing and Mitigating the Local Pattern Shortcuts of Mamba | Oct 21, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics | Apr 30, 2024 | Mamba | CodeCode Available | 0 | 5 |
| Sequential Order-Robust Mamba for Time Series Forecasting | Oct 30, 2024 | MambaTime Series | CodeCode Available | 0 | 5 |
