Overwriting Pretrained Bias with Finetuning Data

Code

All code can be run through main.py, where the command line flags control what is run For example, python3 main.py --bias_type 0 --type 0 1 --experiments 0

Packages

• Pandas
• Raytune
• Pytorch
• Torchvision
• Pycocotools

Datasets used

• CelebA
• FairFace
• COCO
• ImageNet
• Dollar Street
• GeoDE

Model Weights used

• SimCLR
• MoCo
• Places
• TorchVision

Citation

@inproceedings{wang2023overwritingpretrainbias,
author = {Angelina Wang and Olga Russakovsky},
title = {Overwriting Pretrained Bias with Finetuning Data},
booktitle = {International Conference on Computer Vision (ICCV)},
year = {2023}
}