A survey on video diffusion models

Z **ng, Q Feng, H Chen, Q Dai, H Hu, H Xu… - ACM Computing …, 2024 - dl.acm.org
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 …

Tooncrafter: Generative cartoon interpolation

J **ng, H Liu, M **a, Y Zhang, X Wang, Y Shan… - ACM Transactions on …, 2024 - dl.acm.org
We introduce ToonCrafter, a novel approach that transcends traditional correspondence-
based cartoon video interpolation, paving the way for generative interpolation. Traditional …

Video diffusion models: A survey

A Melnik, M Ljubljanac, C Lu, Q Yan, W Ren… - arxiv preprint arxiv …, 2024 - arxiv.org
Diffusion generative models have recently become a powerful technique for creating and
modifying high-quality, coherent video content. This survey provides a comprehensive …

Vidiff: Translating videos via multi-modal instructions with diffusion models

Z **ng, Q Dai, Z Zhang, H Zhang, H Hu, Z Wu… - arxiv preprint arxiv …, 2023 - arxiv.org
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 …

Computer-aided Colorization State-of-the-science: A Survey

Y Cao, X Duan, X Meng, PY Mok, P Li… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
This paper reviews published research in the field of computer-aided colorization
technology. We argue that within this context, the colorization task can be considered to …

Versatile vision foundation model for image and video colorization

V Bozic, A Djelouah, Y Zhang, R Timofte… - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
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 …

LatentColorization: Latent diffusion-based speaker video colorization

R Ward, D Bigioi, S Basak, JG Breslin… - IEEE Access, 2024 - ieeexplore.ieee.org
While current research predominantly focuses on image-based colorization, the domain of
video-based colorization remains relatively unexplored. Many existing video colorization …

Advancing Sequential Manga Colorization for AR through Data Synthesis

M Golyadkin, S Saraev, I Makarov - IEEE Access, 2025 - ieeexplore.ieee.org
Manga colorization in augmented reality (AR) environments presents unique challenges,
particularly when colorizing manga pages captured in photos under various real-world …

OmniFusion: Exemplar-Based Video Colorization Using OmniMotion and DifFusion Priors

X Fang, L Dai, J Tang - Proceedings of the Asian …, 2024 - openaccess.thecvf.com
Exemplar-based video colorization is a challenging task that involves the consistent
propagation of colors across frames and the reasonable inference of colors from grayscale …

VanGogh: A Unified Multimodal Diffusion-based Framework for Video Colorization

Z Fang, Z Liu, K Zhu, Y Liu, KL Cheng, W Zhai… - arxiv preprint arxiv …, 2025 - arxiv.org
Video colorization aims to transform grayscale videos into vivid color representations while
maintaining temporal consistency and structural integrity. Existing video colorization …