| A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark | Nov 15, 2019 | State Space Models | —Unverified | 0 |
| Efficient Learning of the Parameters of Non-Linear Models using Differentiable Resampling in Particle Filters | Nov 2, 2021 | State Space Models | —Unverified | 0 |
| Efficient learning of hidden state LTI state space models of unknown order | Feb 3, 2022 | State Space Models | —Unverified | 0 |
| ACL: Activating Capability of Linear Attention for Image Restoration | Jan 1, 2025 | Computational EfficiencyImage Restoration | —Unverified | 0 |
| Efficient Image Compression Using Advanced State Space Models | Sep 4, 2024 | Computational EfficiencyImage Compression | —Unverified | 0 |
| Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning | Apr 15, 2025 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models | May 26, 2019 | Bayesian InferenceCausal Discovery | —Unverified | 0 |
| Hymba: A Hybrid-head Architecture for Small Language Models | Nov 20, 2024 | State Space Models | —Unverified | 0 |
| Identification of Gaussian Process State-Space Models with Particle Stochastic Approximation EM | Dec 17, 2013 | State Space Models | —Unverified | 0 |
| Efficient Estimation of State-Space Mixed-Frequency VARs: A Precision-Based Approach | Dec 21, 2021 | State Space Models | —Unverified | 0 |
