| Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model | Nov 6, 2024 | 3D Semantic Scene CompletionAutonomous Driving | —Unverified | 0 |
| 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 |
| A Mamba Foundation Model for Time Series Forecasting | Nov 5, 2024 | Mambamodel | —Unverified | 0 |
| ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal | Nov 5, 2024 | Image Shadow RemovalMamba | —Unverified | 0 |
| LE-PDE++: Mamba for accelerating PDEs Simulations | Nov 4, 2024 | Deep LearningMamba | —Unverified | 0 |
| Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation | Nov 3, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging | Nov 3, 2024 | Automatic Sleep Stage ClassificationClassification | —Unverified | 0 |
| MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration | Nov 3, 2024 | Image RegistrationMamba | —Unverified | 0 |
| Dynamical similarity analysis can identify compositional dynamics developing in RNNs | Oct 31, 2024 | MambaState Space Models | CodeCode Available | 0 |
| NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs | Oct 31, 2024 | MambaState Space Models | —Unverified | 0 |
| Sequential Order-Robust Mamba for Time Series Forecasting | Oct 30, 2024 | MambaTime Series | CodeCode Available | 0 |
| Adaptive Multi Scale Document Binarisation Using Vision Mamba | Oct 30, 2024 | Mamba | —Unverified | 0 |
| Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning | Oct 29, 2024 | Brain Tumor ClassificationClassification | —Unverified | 0 |
| Exploring contextual modeling with linear complexity for point cloud segmentation | Oct 28, 2024 | MambaPoint Cloud Segmentation | —Unverified | 0 |
| Multi-Agent Reinforcement Learning with Selective State-Space Models | Oct 25, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Bio2Token: All-atom tokenization of any biomolecular structure with Mamba | Oct 24, 2024 | AllMamba | —Unverified | 0 |
| A Comprehensive Survey of Time Series Forecasting: Architectural Diversity and Open Challenges | Oct 24, 2024 | DiversityMamba | —Unverified | 0 |
| Taipan: Efficient and Expressive State Space Language Models with Selective Attention | Oct 24, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing | Oct 22, 2024 | knowledge editingMamba | —Unverified | 0 |
| Pruning Foundation Models for High Accuracy without Retraining | Oct 21, 2024 | Mamba | CodeCode Available | 0 |
| R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation | Oct 21, 2024 | Mamba | CodeCode Available | 0 |
| MBPU: A Plug-and-Play State Space Model for Point Cloud Upsamping with Fast Point Rendering | Oct 21, 2024 | Mambapoint cloud upsampling | —Unverified | 0 |
| Revealing and Mitigating the Local Pattern Shortcuts of Mamba | Oct 21, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Taming Mambas for Voxel Level 3D Medical Image Segmentation | Oct 20, 2024 | Image SegmentationMamba | —Unverified | 0 |
| MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging | Oct 18, 2024 | DemosaickingMamba | —Unverified | 0 |