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 …

Diffusion models have achieved significant success in image and video generation. This
motivates a growing interest in video editing tasks, where videos are edited according to …

We introduce ToonCrafter, a novel approach that transcends traditional correspondence-
based cartoon video interpolation, paving the way for generative interpolation. Traditional …

Image and video colorization are among the most common problems in image restoration.
This is an ill-posed problem and a wide variety of methods have been proposed, ranging …

While current research predominantly focuses on image-based colorization, the domain of
video-based colorization remains relatively unexplored. Many existing video colorization …

Diffusion generative models have recently become a robust technique for producing and
modifying coherent, high-quality video. This survey offers a systematic overview of critical …