ProFashion: Prototype-guided Fashion Video Generation with Multiple Reference Images

📰 ArXiv cs.AI

ProFashion generates fashion videos from multiple reference images using prototype-guided diffusion-based methods

advanced Published 1 Apr 2026
Action Steps
  1. Utilize multiple reference images of a character from different perspectives
  2. Apply prototype-guided diffusion-based methods to generate temporally consistent videos
  3. Integrate motion modules to enhance video coherence
  4. Evaluate the generated videos for view consistency and quality
Who Needs to Know This

AI engineers and researchers in computer vision and image generation can benefit from this work, as it improves the capability to generate view-consistent fashion videos

Key Insight

💡 ProFashion overcomes the limitation of existing diffusion-based methods by supporting multiple reference images

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💡 Generate fashion videos from multiple reference images with ProFashion!
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