| Probabilistic sequential matrix factorization | Oct 9, 2019 | ImputationMultivariate Time Series Forecasting | CodeCode Available | 0 | 5 |
| Provable Benefits of Complex Parameterizations for Structured State Space Models | Oct 17, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithms | Nov 8, 2018 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 | 5 |
| Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics | Aug 29, 2024 | Brain Computer InterfaceState Space Models | CodeCode Available | 0 | 5 |
| Q-S5: Towards Quantized State Space Models | Jun 13, 2024 | Computational EfficiencyQuantization | CodeCode Available | 0 | 5 |
| PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model | Aug 24, 2024 | DenoisingDomain Generalization | CodeCode Available | 0 | 5 |
| PixelBytes: Catching Unified Representation for Multimodal Generation | Sep 16, 2024 | Mambamultimodal generation | CodeCode Available | 0 | 5 |
| Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts | Sep 9, 2024 | In-Context LearningState Space Models | CodeCode Available | 0 | 5 |
| CoMamba: Real-time Cooperative Perception Unlocked with State Space Models | Sep 16, 2024 | Autonomous Drivingobject-detection | CodeCode Available | 0 | 5 |
| Ensemble transport smoothing. Part II: Nonlinear updates | Oct 31, 2022 | Bayesian InferenceState Space Models | CodeCode Available | 0 | 5 |
