| Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba | Jun 24, 2024 | MambaState Space Models | —Unverified | 0 |
| Vision Mamba-based autonomous crack segmentation on concrete, asphalt, and masonry surfaces | Jun 24, 2024 | Crack SegmentationDecoder | —Unverified | 0 |
| OTCE: Hybrid SSM and Attention with Cross Domain Mixture of Experts to construct Observer-Thinker-Conceiver-Expresser | Jun 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Mamba-based Light Field Super-Resolution with Efficient Subspace Scanning | Jun 23, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| Soft Masked Mamba Diffusion Model for CT to MRI Conversion | Jun 22, 2024 | Computed Tomography (CT)Image Generation | CodeCode Available | 2 |
| KalMamba: Towards Efficient Probabilistic State Space Models for RL under Uncertainty | Jun 21, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| DeciMamba: Exploring the Length Extrapolation Potential of Mamba | Jun 20, 2024 | Mamba | CodeCode Available | 1 |
| Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images | Jun 20, 2024 | Decoderimage-classification | CodeCode Available | 1 |
| What Makes Two Language Models Think Alike? | Jun 18, 2024 | MambaMetric Learning | —Unverified | 0 |
| Slot State Space Models | Jun 18, 2024 | MambaState Space Models | CodeCode Available | 1 |
| LFMamba: Light Field Image Super-Resolution with State Space Model | Jun 18, 2024 | Image Super-ResolutionMamba | —Unverified | 0 |
| SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces | Jun 17, 2024 | MambaWeather Forecasting | CodeCode Available | 1 |
| PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery | Jun 16, 2024 | DecoderEarth Observation | CodeCode Available | 5 |
| Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection | Jun 15, 2024 | 3D Object DetectionComputational Efficiency | CodeCode Available | 2 |
| ECGMamba: Towards Efficient ECG Classification with BiSSM | Jun 14, 2024 | ClassificationDiagnostic | —Unverified | 0 |
| QMamba: On First Exploration of Vision Mamba for Image Quality Assessment | Jun 13, 2024 | Image Quality AssessmentMamba | CodeCode Available | 0 |
| An Empirical Study of Mamba-based Language Models | Jun 12, 2024 | 16kIn-Context Learning | —Unverified | 0 |
| MaIL: Improving Imitation Learning with Mamba | Jun 12, 2024 | DecoderImitation Learning | CodeCode Available | 1 |
| On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models | Jun 12, 2024 | Adversarial RobustnessMamba | CodeCode Available | 1 |
| PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement | Jun 12, 2024 | Computational EfficiencyImage Enhancement | CodeCode Available | 1 |
| State Soup: In-Context Skill Learning, Retrieval and Mixing | Jun 12, 2024 | In-Context LearningMamba | —Unverified | 0 |
| MambaLRP: Explaining Selective State Space Sequence Models | Jun 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Autoregressive Pretraining with Mamba in Vision | Jun 11, 2024 | Mamba | CodeCode Available | 2 |
| DualMamba: A Lightweight Spectral-Spatial Mamba-Convolution Network for Hyperspectral Image Classification | Jun 11, 2024 | ClassificationHyperspectral Image Classification | —Unverified | 0 |
| Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling | Jun 11, 2024 | 4kLanguage Modeling | CodeCode Available | 4 |
