| Were RNNs All We Needed? | Oct 2, 2024 | AllMamba | CodeCode Available | 1 |
| SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding | Sep 30, 2024 | Data AugmentationEEG | CodeCode Available | 1 |
| Mamba for Streaming ASR Combined with Unimodal Aggregation | Sep 30, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Hybrid Mamba for Few-Shot Segmentation | Sep 29, 2024 | Few-Shot Semantic SegmentationMamba | CodeCode Available | 1 |
| MECG-E: Mamba-based ECG Enhancer for Baseline Wander Removal | Sep 27, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement | Sep 25, 2024 | Contrastive LearningImage Enhancement | CodeCode Available | 1 |
| TiM4Rec: An Efficient Sequential Recommendation Model Based on Time-Aware Structured State Space Duality Model | Sep 24, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation | Sep 22, 2024 | MambaSegmentation | CodeCode Available | 1 |
| OneBEV: Using One Panoramic Image for Bird's-Eye-View Semantic Mapping | Sep 20, 2024 | Autonomous DrivingMamba | CodeCode Available | 1 |
| MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation | Sep 19, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| ULOC: Learning to Localize in Complex Large-Scale Environments with Ultra-Wideband Ranges | Sep 17, 2024 | Mamba | CodeCode Available | 1 |
| Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion | Sep 15, 2024 | Mamba | CodeCode Available | 1 |
| SITSMamba for Crop Classification based on Satellite Image Time Series | Sep 15, 2024 | ClassificationCrop Classification | CodeCode Available | 1 |
| OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation | Sep 12, 2024 | Mamba | CodeCode Available | 1 |
| Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement | Sep 11, 2024 | DemosaickingDenoising | CodeCode Available | 1 |
| Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations | Sep 8, 2024 | Emotion RecognitionMamba | CodeCode Available | 1 |
| Cross-attention Inspired Selective State Space Models for Target Sound Extraction | Sep 7, 2024 | Computational EfficiencyMamba | CodeCode Available | 1 |
| UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing Images | Sep 5, 2024 | Boundary DetectionDecoder | CodeCode Available | 1 |
| SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation | Sep 2, 2024 | MambaRecommendation Systems | CodeCode Available | 1 |
| TrackSSM: A General Motion Predictor by State-Space Model | Aug 31, 2024 | DecoderMamba | CodeCode Available | 1 |
| Stochastic Layer-Wise Shuffle: A Good Practice to Improve Vision Mamba Training | Aug 30, 2024 | Image ClassificationMamba | CodeCode Available | 1 |
| Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need | Aug 28, 2024 | AllMamba | CodeCode Available | 1 |
| MTMamba++: Enhancing Multi-Task Dense Scene Understanding via Mamba-Based Decoders | Aug 27, 2024 | DecoderMamba | CodeCode Available | 1 |
| LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification | Aug 26, 2024 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
