CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

CineMobile enables efficient image-to-video generation on mobile devices through distillation-guided pruning, diffusion distillation, and hybrid quantization techniques while maint…

Hugging Face · Daily Papers ·Xuyao Huang, Zelai Deng · ·▲ 8 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Xuyao Huang, Zelai Deng, Xu Wang, Xizhong Xiao, Zhijie Deng

  • 8 upvotes da comunidade
  • Temas: Diffusion Transformers, distillation-guided pruning, diffusion distillation, reinforcement learning, hybrid post-training quantization, cinematic motion effects

Resumo

Resumo original (em inglês), extraído do paper:

CineMobile enables efficient image-to-video generation on mobile devices through distillation-guided pruning, diffusion distillation, and hybrid quantization techniques while maintaining visual quality and achieving significant speedup.

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