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Improving the Diffusability of Autoencoders

This repo contains the official pytorch code for Improving the Diffusability of Autoencoders. Please, refer to the AlphaFlow repo for more details on how to setup the environment and run the training and evaluation pipeline.

TODOs:

  • Add the exact instructions for running autoencoder training/evaluation for ImageNet/Kinetics-700.
  • Release the checkpoints.

Citation

bibtex
@article{skorokhodov2025improving,
  title={Improving the diffusability of autoencoders},
  author={Skorokhodov, Ivan and Girish, Sharath and Hu, Benran and Menapace, Willi and Li, Yanyu and Abdal, Rameen and Tulyakov, Sergey and Siarohin, Aliaksandr},
  journal={arXiv preprint arXiv:2502.14831},
  year={2025}
}

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Source code for "Improving the Diffusability of Autoencoders" [ICML 2025]

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