Domain Adaptation with Cauchy-Schwarz Divergence

Demo code for, Domain Adaptation with Cauchy-Schwarz Divergence, UAI2024.

The core part of CS divergence is in CSutils.py.

In order to train the model, please download the Office-Home dataset from the official website.

Then modify the data path in line 211 in train_image_officehome_cs.py.

Run

sh run_office_home.sh will train the Art to Clipart task by default.

Our code is adapted from CGDM and MCD_DA.