Before revision:  Based on the traditional Bayesian neural network framework, the ResNet-18 _BNN network constructed in this paper has been improved in the following three aspects: (1) A new objective function is proposed, which is composed of the KL loss of uncertain parameters and the intersection of specific parameters.
After revision:  Based on the traditional Bayesian neural network framework, the ResNet18 _BNN network constructed in this paper has been improved in the following three aspects: (1) A new objective function is proposed, which is composed of the KL loss of uncertain parameters and the intersection of specific parameters.