| EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation | Jun 4, 2024 | Computational EfficiencyMamba | CodeCode Available | 0 | 5 |
| Mamba-Based Ensemble learning for White Blood Cell Classification | Apr 15, 2025 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| Simplified Mamba with Disentangled Dependency Encoding for Long-Term Time Series Forecasting | Aug 22, 2024 | MambaTime Series | 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 |
| RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer | Feb 16, 2025 | Mamba | CodeCode Available | 0 | 5 |
| S^3-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation | Dec 19, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| SR-Mamba: Effective Surgical Phase Recognition with State Space Model | Jul 11, 2024 | DecoderMamba | CodeCode Available | 0 | 5 |
| BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification | Mar 14, 2025 | Mamba | 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 |
| Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing | Mar 20, 2025 | Computational EfficiencyDemosaicking | CodeCode Available | 0 | 5 |
| RD-UIE: Relation-Driven State Space Modeling for Underwater Image Enhancement | May 2, 2025 | Image EnhancementMamba | CodeCode Available | 0 | 5 |
| ReMamba: Equip Mamba with Effective Long-Sequence Modeling | Aug 28, 2024 | Mamba | CodeCode Available | 0 | 5 |
| Revealing and Mitigating the Local Pattern Shortcuts of Mamba | Oct 21, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation | Oct 21, 2024 | Mamba | CodeCode Available | 0 | 5 |
| QMamba: On First Exploration of Vision Mamba for Image Quality Assessment | Jun 13, 2024 | Image Quality AssessmentMamba | CodeCode Available | 0 | 5 |
| LMO: Linear Mamba Operator for MRI Reconstruction | Jan 1, 2025 | MambaMRI Reconstruction | CodeCode Available | 0 | 5 |
| Provable Benefits of Complex Parameterizations for Structured State Space Models | Oct 17, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| Pruning Foundation Models for High Accuracy without Retraining | Oct 21, 2024 | Mamba | CodeCode Available | 0 | 5 |
| Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and Efficiency | May 10, 2025 | Computational EfficiencyIn-Context Learning | CodeCode Available | 0 | 5 |
| Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection | Apr 4, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 0 | 5 |
| PixelBytes: Catching Unified Representation for Multimodal Generation | Sep 16, 2024 | Mambamultimodal generation | CodeCode Available | 0 | 5 |
| PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter | Jan 1, 2025 | Mamba | CodeCode Available | 0 | 5 |
| Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization | Feb 23, 2024 | Computational EfficiencyDisentanglement | CodeCode Available | 0 | 5 |
| BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection | Nov 21, 2024 | MambaSelf-Supervised Learning | CodeCode Available | 0 | 5 |
