[AAAI 2025] Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement

Arxiv / Project Page

Authors: Hyeonjin Kim, Jaejun Yoo

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Codes for StyleGAN2, StyleGAN3, and DDPM compression

Please refer following codes for each model.

• StyleGAN2: stylegan2-compression
• StyleGAN3: stylegan3-compression
• DDPM: ddpm-compression

Cite this work

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@misc{kim2024singularvaluescalingefficient,
      title={Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement}, 
      author={Hyeonjin Kim and Jaejun Yoo},
      year={2024},
      eprint={2412.17387},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2412.17387}, 
}