REN

Code for paper "Robust Ensembling Network for Unsupervised Domain Adaptation", by Han Sun, Lei Lin, Ningzhong Liu, and Huiyu Zhou.

Prerequisites

• PyTorch >= 0.4.0 (with suitable CUDA and CuDNN version)
• torchvision >= 0.2.1
• Python3
• Numpy
• argparse
• PIL

Dataset

Office-31 (https://people.eecs.berkeley.edu/~jhoffman/domainadapt/)

Office-Home (http://hemanthdv.org/OfficeHome-Dataset/)

VisDA-2017 (https://github.com/VisionLearningGroup/taskcv-2017-public)

Image-clef (https://drive.google.com/file/d/0B9kJH0-rJ2uRS3JILThaQXJhQlk/view)

Training

Office-31

sh bash/office31.sh

Office-Home

sh bash/office-home.sh

VisDA 2017

sh bash/visda.sh

Image-clef

sh bash/im-clef.sh

Testing

sh bash/test_gpu0.sh