| UnHiPPO: Uncertainty-aware Initialization for State Space Models | Jun 5, 2025 | State Space Models | —Unverified | 0 |
| UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection | Mar 15, 2025 | 3D Object DetectionMamba | —Unverified | 0 |
| Unlocking Guidance for Discrete State-Space Diffusion and Flow Models | Jun 3, 2024 | State Space Models | —Unverified | 0 |
| Unsupervised learning of observation functions in state-space models by nonparametric moment methods | Jul 12, 2022 | State Space Models | —Unverified | 0 |
| Use of extended Kalman filtering in detecting fouling in heat exchangers | Jan 17, 2007 | Line DetectionState Space Models | —Unverified | 0 |
| Using Bayesian Dynamical Systems for Motion Template Libraries | Dec 1, 2008 | Imitation LearningState Space Models | —Unverified | 0 |
| Variational Autoencoders for Learning Nonlinear Dynamics of Physical Systems | Dec 7, 2020 | State Space Models | —Unverified | 0 |
| Variational-Based Nonlinear Bayesian Filtering with Biased Observations | Dec 29, 2021 | Decision MakingState Estimation | —Unverified | 0 |
| Variational excess risk bound for general state space models | Dec 15, 2023 | State Space Models | —Unverified | 0 |
| Variational Gaussian Process State-Space Models | Jun 18, 2014 | Gaussian ProcessesState Space Models | —Unverified | 0 |
