Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression

Megh Shukla, Aziz Shameem, Mathieu Salzmann +1

Deep heteroscedastic regression models the mean and covariance of the target distribution through neural networks. The challenge arises from heteroscedasticity, which implies that…