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
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·▲ 14 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
- 14 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.