Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation.

Mattia Litrico Alessio Del Bue Pietro Morerio

Published in: CVPR (2023)

Keyphrases

inherent uncertainty
decision making
pairwise
real time
training data
multiple sources
estimation algorithm
possibility theory
case study
training set
semi supervised
markov random field
monte carlo simulation
maximum likelihood estimation
robust estimation
accurate estimation