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Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off

Unofficial paper implementation of Voost paper - Virtual try-on & try-off

Architecture

alt text

Features

  • DiT Blocks
    • MM-DiT block
    • Single DiT block
  • flow matching

Citation

Official paper:

@article{lee2025voost,
  author  =   {Seungyong Lee and Jeong-gi Kwak},
  title   =   {Voost: A Unified and Scalable Diffusion Transformer for Bidirectional Virtual Try-On and Try-Off},
  journal =   {arXiv preprint arXiv:2508.04825},
  year    =   {2025}
}

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Voost VTON unofficial paper implementation

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