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Microsoft Research Introduces Reducio-DiT: Enhancing Video Generation Efficiency with Advanced Compression

  • Microsoft Research has introduced Reducio-DiT, a solution aimed at enhancing video generation efficiency with advanced compression.
  • This approach leverages an image-conditioned variational autoencoder (VAE) to significantly compress the latent space for video representation.
  • Reducio-DiT achieves a 64-fold reduction in latent representation size while maintaining video quality, resulting in faster inference times.
  • The compact latent space reduces computational requirements and makes high-resolution video generation more accessible.

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