About the modeling of uncertainty.

[indu1ge]

Hello. Could you please explain the NLL loss in modeling the uncertainty. It seems that when the difference between depth gt and depth prediction is large, larger U(D) will make the loss smaller. However, U(D) actually represents confidence in (4).