Zhanyi Wei

Uncertainty quantification in deep learning via Bayesian inference mechanism

Experimental evaluations show that this method outperforms traditional deep learning methods in terms of uncertainty quantification accuracy, training stability, and resource utilization, providing a technical foundation for the development of deep learning models in high-reliability systems.