zdchu / CoNAL

Code for AAAI 2021 long paper Learning from Crowds by Modeling Common Confusions.

Common Noise Adaptation Layers

Code for AAAI 2021 long paper Learning from Crowds by Modeling Common Confusions.

Dependencies

• Python 3.5+
• PyTorch 1.2.0

Datasets

Download the real-world dataset LabelMe and Music. Please use the pretrained features in the prepared folder and put them into the data folder.

Usage

Run the model with default settings

python main.py

Citation

Please cite our work if you find it useful to your research

@article{chu2020learning,
 title={Learning from Crowds by Modeling Common Confusions},
 author={Chu, Zhendong and Ma, Jing and Wang, Hongning},
 journal={arXiv preprint arXiv:2012.13052},
 year={2020}
}