| 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 |
| Incremental Nonlinear System Identification and Adaptive Particle Filtering Using Gaussian Process | Aug 30, 2016 | State EstimationState Space Models | —Unverified | 0 |
| Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity | Oct 23, 2016 | Demand ForecastingModel Selection | —Unverified | 0 |
| Efficient Estimation of State-Space Mixed-Frequency VARs: A Precision-Based Approach | Dec 21, 2021 | State Space Models | —Unverified | 0 |
| Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions | Apr 29, 2025 | Causal InferenceFederated Learning | —Unverified | 0 |
| Efficient Estimation of Compressible State-Space Models with Application to Calcium Signal Deconvolution | Oct 20, 2016 | compressed sensingState Estimation | —Unverified | 0 |
| Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network | Aug 6, 2024 | 3D Human Pose EstimationComputational Efficiency | —Unverified | 0 |
| EEG-SSM: Leveraging State-Space Model for Dementia Detection | Jul 25, 2024 | EEGState Space Models | —Unverified | 0 |
| EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification | Jul 20, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| CacheFormer: High Attention-Based Segment Caching | Apr 18, 2025 | State Space Models | —Unverified | 0 |
| EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling | Feb 25, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EDmamba: A Simple yet Effective Event Denoising Method with State Space Model | May 8, 2025 | DenoisingMamba | —Unverified | 0 |
| BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement | Jul 3, 2024 | MambaState Space Models | —Unverified | 0 |
| In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory | Jun 18, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| Inference via low-dimensional couplings | Mar 17, 2017 | State Space Models | —Unverified | 0 |
| EDCSSM: Edge Detection with Convolutional State Space Model | Sep 3, 2024 | Edge DetectionMemorization | —Unverified | 0 |
| BSSAD: Towards A Novel Bayesian State-Space Approach for Anomaly Detection in Multivariate Time Series | Jan 30, 2023 | Anomaly DetectionState Space Models | —Unverified | 0 |
| Bridging Text and Image for Artist Style Transfer via Contrastive Learning | Oct 12, 2024 | Contrastive LearningState Space Models | —Unverified | 0 |
| EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis | Jun 25, 2025 | Image SegmentationLesion Segmentation | —Unverified | 0 |