Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology

1 code implementation • 29 Apr 2024 • Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, Shakeeb Murtaza, Pourya Shamsolmoali, Luke McCaffrey, Eric Granger

A WSOL model initially trained on some labeled source image data can be adapted using unlabeled target data in cases of significant domain shifts caused by variations in staining, scanners, and cancer type.

Contrastive Learning Source-Free Domain Adaptation +2