Search Results for author: Yiyong Sun

Found 3 papers, 1 papers with code

Regularization-Based Efficient Continual Learning in Deep State-Space Models

no code implementations15 Mar 2024 Yuanhang Zhang, Zhidi Lin, Yiyong Sun, Feng Yin, Carsten Fritsche

Deep state-space models (DSSMs) have gained popularity in recent years due to their potent modeling capacity for dynamic systems.

Continual Learning

Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference

1 code implementation10 Dec 2023 Zhidi Lin, Yiyong Sun, Feng Yin, Alexandre Hoang Thiéry

The Gaussian process state-space models (GPSSMs) represent a versatile class of data-driven nonlinear dynamical system models.

Variational Inference

Multi-discontinuous Functional based Sliding Mode Cascade Observer for Estimation and Closed-loop Compensation Controller

no code implementations8 Sep 2023 Yiyong Sun, Zhang Chen, Guang Zhai, Bin Liang

The proposed observer consists of two layers: the first layer is a traditional sliding mode observer, and the second layer is a cascade observer.

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