| ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | —Unverified | 0 |
| LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation | Aug 26, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation | Aug 25, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| A Law of Next-Token Prediction in Large Language Models | Aug 24, 2024 | Mamba | CodeCode Available | 0 |
| O-Mamba: O-shape State-Space Model for Underwater Image Enhancement | Aug 23, 2024 | Image EnhancementMamba | CodeCode Available | 1 |
| Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis | Aug 23, 2024 | MambaState Space Models | CodeCode Available | 0 |
| Scalable Autoregressive Image Generation with Mamba | Aug 22, 2024 | Image GenerationMamba | CodeCode Available | 2 |
| Simplified Mamba with Disentangled Dependency Encoding for Long-Term Time Series Forecasting | Aug 22, 2024 | MambaTime Series | CodeCode Available | 0 |
| Jamba-1.5: Hybrid Transformer-Mamba Models at Scale | Aug 22, 2024 | ChatbotInstruction Following | CodeCode Available | 5 |
| Adapt CLIP as Aggregation Instructor for Image Dehazing | Aug 22, 2024 | Image DehazingMamba | —Unverified | 0 |
| UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images | Aug 21, 2024 | MambaSegmentation | CodeCode Available | 2 |
| MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs | Aug 21, 2024 | Compressed Image Super-resolutionImage Super-Resolution | CodeCode Available | 1 |
| SIGMA: Selective Gated Mamba for Sequential Recommendation | Aug 21, 2024 | MambaRecommendation Systems | CodeCode Available | 1 |
| MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering | Aug 21, 2024 | Autonomous DrivingComputational Efficiency | CodeCode Available | 0 |
| HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation | Aug 21, 2024 | Image SegmentationMamba | CodeCode Available | 2 |
| MUSE: Mamba is Efficient Multi-scale Learner for Text-video Retrieval | Aug 20, 2024 | MambaNatural Language Queries | CodeCode Available | 1 |
| DemMamba: Alignment-free Raw Video Demoireing with Frequency-assisted Spatio-Temporal Mamba | Aug 20, 2024 | MambaOptical Flow Estimation | —Unverified | 0 |
| MambaEVT: Event Stream based Visual Object Tracking using State Space Model | Aug 20, 2024 | MambaObject Localization | CodeCode Available | 1 |
| MV-MOS: Multi-View Feature Fusion for 3D Moving Object Segmentation | Aug 20, 2024 | Autonomous DrivingMamba | CodeCode Available | 0 |
| Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm | Aug 20, 2024 | MambaSign Language Translation | CodeCode Available | 1 |
| OMEGA: Efficient Occlusion-Aware Navigation for Air-Ground Robot in Dynamic Environments via State Space Model | Aug 20, 2024 | Disaster ResponseMamba | —Unverified | 0 |
| Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba | Aug 20, 2024 | MambaOffline RL | —Unverified | 0 |
| MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling | Aug 20, 2024 | MambaSuper-Resolution | —Unverified | 0 |
| OccMamba: Semantic Occupancy Prediction with State Space Models | Aug 19, 2024 | MambaPrediction | CodeCode Available | 1 |
| Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models | Aug 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
