Open Lzz-kit opened 3 years ago
Hi,
Thanks for your interest and sorry for the late response.
(1) You can simulate the trained SDE multiple times and average the predictions. Then the entropy of the averaged prediction is the total uncertainty. (2) How to calculate the aleatoric uncertainty and epistemic uncertainty respectively is illustrated in Section 3.3 (there is a uncertainty quantification paragraph). (3) I am not in the comuputer vision community and not familar with this task. Sorry about that.
Thank you very much : )
Hi Lingkai !
Thanks for your fantastic paper. I want to consult some questions if possible.
(1) Which strategy does this network operate:
(2) Can this work for semantic segmentation tasks?