| Log-Linear Attention | Jun 5, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| Efficient Estimation of State-Space Mixed-Frequency VARs: A Precision-Based Approach | Dec 21, 2021 | State Space Models | —Unverified | 0 | 0 |
| Localized active learning of Gaussian process state space models | May 4, 2020 | Active LearningModel Predictive Control | —Unverified | 0 | 0 |
| LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws | Feb 17, 2025 | MambaState Space Models | —Unverified | 0 | 0 |
| Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution | Oct 20, 2016 | compressed sensingState Estimation | —Unverified | 0 | 0 |
| EEG-SSM: Leveraging State-Space Model for Dementia Detection | Jul 25, 2024 | EEGState Space Models | —Unverified | 0 | 0 |
| EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification | Jul 20, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| CacheFormer: High Attention-Based Segment Caching | Apr 18, 2025 | State Space Models | —Unverified | 0 | 0 |
| Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory | May 26, 2024 | State Space Models | —Unverified | 0 | 0 |
| EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling | Feb 25, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
