| Activating Wider Areas in Image Super-Resolution | Mar 13, 2024 | Image Super-ResolutionMamba | CodeCode Available | 1 |
| JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation Model | May 22, 2025 | GPULong-range modeling | CodeCode Available | 1 |
| Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training | Dec 17, 2024 | MambaToken Reduction | CodeCode Available | 1 |
| Mamba-FETrack V2: Revisiting State Space Model for Frame-Event based Visual Object Tracking | Jun 30, 2025 | MambaObject Tracking | CodeCode Available | 1 |
| Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion | Sep 15, 2024 | Mamba | CodeCode Available | 1 |
| CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting | Jun 8, 2024 | AttributeMamba | CodeCode Available | 1 |
| DGMamba: Domain Generalization via Generalized State Space Model | Apr 11, 2024 | Domain GeneralizationMamba | CodeCode Available | 1 |
| KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting | Jun 10, 2025 | Computational EfficiencyMamba | CodeCode Available | 1 |
| KMM: Key Frame Mask Mamba for Extended Motion Generation | Nov 10, 2024 | Contrastive LearningMamba | CodeCode Available | 1 |
| MambaFlow: A Novel and Flow-guided State Space Model for Scene Flow Estimation | Feb 24, 2025 | Autonomous DrivingDecoder | CodeCode Available | 1 |
