Multi-Directional Subspace Editing in Style-Space

This repository contains the code implementation for the following paper:

Multi-Directional Subspace Editing in Style-Space.
Chen Naveh, Yacov Hel-Or
arXiv. https://doi.org/10.48550/arXiv.2211.11825

[Paper] [Project Page]

Requirements

conda env create -f environment.yaml
conda activate mdse

Pre-trained Model

Download and extract model weights from here to checkpoints directory.

Reconsruct Figure from Paper

python main.py

Citation

If you use our code or model useful in your research, please cite this paper:

@article{naveh2023multidirectional,
      title={Multi-Directional Subspace Editing in Style-Space}, 
      author={Chen Naveh and Yacov Hel-Or},
      year={2023},
      eprint={2211.11825},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

Acknowledgements

This repository uses stylegan implementation from genforce/sefa.