Transfer Knowledge from Head to Tail: Uncertainty Calibration under Long-tailed Distribution

Jiahao Chen, Bing Su

How to estimate the uncertainty of a given model is a crucial problem. Current calibration techniques treat different classes equally and thus implicitly assume that the distributi…