Darsha Udayanga

Towards Knowledge-augmented Bayesian Deep Learning For Computer Vision

Bayesian deep learning (BDL) integrates Bayesian inference with deep learning, improving predictive performance while enabling principled uncertainty quantification. However, existing BDLs often rely on non-informative random priors, limiting the benefits of Bayesian inference. In contrast, knowledg