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2026-02-18 12:08:13
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AnimateLCM AnimateLCM: Computation-Efficient Personalized Style Video Generation without Personalized Video Data Fu-Yun Wang 1 Zhaoyang Huang 2 📮 Weikang Bian 1 Xiaoyu Shi 1 Keqiang Sun 1 Guanglu Song 4 Yu Liu 3 Hongsheng Li 1📮 {fywang@link, hsli.ee}@cuhk.edu.hk zhaoyanghuang@avolutionai.com 1 MMLab, CUHK 2 Avolution AI 3 Shanghai AI Lab 4 Sensetime Research arXiv Code Project Page Hugging Face Demo 🤗 Pretrained Models (47k downloads for a month) Some of the best animations generated with AnimateLCM in 4 steps! Abstract The video diffusion model has been gaining increasing attention for its ability to produce videos that are both coherent and of high fidelity. However, the iterative denoising process makes it computationally intensive and time-consuming, thus limiting its applications. Inspired by the Consistency Model~(CM) that distills pretrained image diffusion models to accelerate the sampling with minimal steps and its succ...
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