| Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models | Jan 1, 2025 | Action RecognitionAction Segmentation | CodeCode Available | 1 |
| Spectral Informed Mamba for Robust Point Cloud Processing | Jan 1, 2025 | MambaSelf-Supervised Learning | —Unverified | 0 |
| Spectral State Space Model for Rotation-Invariant Visual Representation Learning | Jan 1, 2025 | Representation LearningState Space Models | —Unverified | 0 |
| Event-based Video Super-Resolution via State Space Models | Jan 1, 2025 | MambaState Space Models | —Unverified | 0 |
| DefMamba: Deformable Visual State Space Model | Jan 1, 2025 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Adjoint sharding for very long context training of state space models | Jan 1, 2025 | GPULarge Language Model | —Unverified | 0 |
| GDSR: Global-Detail Integration through Dual-Branch Network with Wavelet Losses for Remote Sensing Image Super-Resolution | Dec 31, 2024 | Image Super-ResolutionState Space Models | —Unverified | 0 |
| Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing | Dec 31, 2024 | State Space Models | CodeCode Available | 1 |
| Fitting Dynamically Misspecified Models: An Optimal Transportation Approach | Dec 28, 2024 | parameter estimationState Space Models | —Unverified | 0 |
| IMSSA: Deploying modern state-space models on memristive in-memory compute hardware | Dec 28, 2024 | GPUQuantization | —Unverified | 0 |
