A source-free domain adaptation method combining evidential deep learning with a per-dataset tuned calibrated softmax improves Domainnet40 and Office-Home slightly, but reduces average accuracy on Office31.
Evidential deep learning for open set action recognition
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Label Calibration in Source Free Domain Adaptation
A source-free domain adaptation method combining evidential deep learning with a per-dataset tuned calibrated softmax improves Domainnet40 and Office-Home slightly, but reduces average accuracy on Office31.