Critical Classes and Samples Discovering for Partial Domain Adaptation

Shuang Li, Kaixiong Gong, et al.

IEEE Transaction on Cybernetics (TCYB), 2022. [pdf]

This repository contains the code of our IEEE TCYB 2021 paper "Critical Classes and Samples Discovering for Partial Domain Adaptation".

Prerequisite

• PyTorch >= 1.0.0
• Python3
• torchvision
• PIL
• argparse
• numpy
• tensorboardX

Getting Started

Train the method using the script:

sh scripts/office-31.sh

and you can alter the source & target list paths to specify the task for experiment.