Zhen Xing, Qijun Feng, Haoran Chen, Qi Dai, Han Hu...
TL;DR近期 AI 生成内容 (AIGC) 的浪潮在计算机视觉领域取得了巨大的成功,其中扩散模型在这一成就中发挥了至关重要的作用。本文在 AIGC 时代提供了对视频扩散模型的全面回顾,包括视频生成、视频编辑和其他视频理解任务的研究概述,并讨论了该领域面临的挑战以及未来的发展趋势。
Abstract
The recent wave of ai-generated content (AIGC) has witnessed substantial
success in computer vision, with the diffusion model playing a crucial role in
this achievement. Due to their impressive generative capabilities, diffusion
models are gradually superseding methods based on GANs an