| Comba: Improving Bilinear RNNs with Closed-loop Control | Jun 3, 2025 | MambaManagement | —Unverified | 0 | 0 |
| Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation | Mar 26, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| RotRNN: Modelling Long Sequences with Rotations | Jul 9, 2024 | State Space Models | —Unverified | 0 | 0 |
| CMamba: Learned Image Compression with State Space Models | Feb 7, 2025 | Image CompressionState Space Models | —Unverified | 0 | 0 |
| Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach | Oct 23, 2018 | Bayesian InferenceClustering | —Unverified | 0 | 0 |
| Zebra-Llama: Towards Extremely Efficient Hybrid Models | May 22, 2025 | State Space Models | —Unverified | 0 | 0 |
| S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces | Oct 12, 2022 | Inductive BiasState Space Models | —Unverified | 0 | 0 |
| Closed-form Inference and Prediction in Gaussian Process State-Space Models | Dec 10, 2018 | FormState Space Models | —Unverified | 0 | 0 |
| S7: Selective and Simplified State Space Layers for Sequence Modeling | Oct 4, 2024 | Computational EfficiencyLong-range modeling | —Unverified | 0 | 0 |
| SaFARi: State-Space Models for Frame-Agnostic Representation | May 13, 2025 | DiversityState Space Models | —Unverified | 0 | 0 |
| Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking | May 19, 2025 | Image GenerationMamba | —Unverified | 0 | 0 |
| Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models | Jan 6, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models | Jun 6, 2024 | Anomaly DetectionMamba | —Unverified | 0 | 0 |
| Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection | Dec 27, 2024 | Human DetectionNeural Architecture Search | —Unverified | 0 | 0 |
| Sampling-Free Probabilistic Deep State-Space Models | Sep 15, 2023 | State Space Models | —Unverified | 0 | 0 |
| Variational State and Parameter Estimation | Dec 14, 2020 | parameter estimationState Space Models | —Unverified | 0 | 0 |
| Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF | Jun 17, 2020 | Bayesian InferenceState Space Models | —Unverified | 0 | 0 |
| Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models | Dec 1, 2019 | Bayesian InferenceDenoising | —Unverified | 0 | 0 |
| Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers | May 23, 2018 | Bayesian InferenceState Space Models | —Unverified | 0 | 0 |
| Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models | May 26, 2019 | Bayesian InferenceCausal Discovery | —Unverified | 0 | 0 |
| CacheFormer: High Attention-Based Segment Caching | Apr 18, 2025 | State Space Models | —Unverified | 0 | 0 |
| Scalable Visual State Space Model with Fractal Scanning | May 23, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement | Jul 3, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| Secure Data Reconstruction: A Direct Data-Driven Approach | Feb 1, 2025 | State Space ModelsTrajectory Recovery | —Unverified | 0 | 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 | 0 |