A survey on video diffusion models
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 …
computer vision, with the diffusion model playing a crucial role in this achievement. Due to …
Sora: A review on background, technology, limitations, and opportunities of large vision models
Sora is a text-to-video generative AI model, released by OpenAI in February 2024. The
model is trained to generate videos of realistic or imaginative scenes from text instructions …
model is trained to generate videos of realistic or imaginative scenes from text instructions …
Dynamicrafter: Animating open-domain images with video diffusion priors
Animating a still image offers an engaging visual experience. Traditional image animation
techniques mainly focus on animating natural scenes with stochastic dynamics (eg clouds …
techniques mainly focus on animating natural scenes with stochastic dynamics (eg clouds …
Vbench: Comprehensive benchmark suite for video generative models
Video generation has witnessed significant advancements yet evaluating these models
remains a challenge. A comprehensive evaluation benchmark for video generation is …
remains a challenge. A comprehensive evaluation benchmark for video generation is …
Tooncrafter: Generative cartoon interpolation
We introduce ToonCrafter, a novel approach that transcends traditional correspondence-
based cartoon video interpolation, paving the way for generative interpolation. Traditional …
based cartoon video interpolation, paving the way for generative interpolation. Traditional …
Make pixels dance: High-dynamic video generation
Creating high-dynamic videos such as motion-rich actions and sophisticated visual effects
poses a significant challenge in the field of artificial intelligence. Unfortunately current state …
poses a significant challenge in the field of artificial intelligence. Unfortunately current state …
Make-your-video: Customized video generation using textual and structural guidance
Creating a vivid video from the event or scenario in our imagination is a truly fascinating
experience. Recent advancements in text-to-video synthesis have unveiled the potential to …
experience. Recent advancements in text-to-video synthesis have unveiled the potential to …
Generative semantic communication: Diffusion models beyond bit recovery
Semantic communication is expected to be one of the cores of next-generation AI-based
communications. One of the possibilities offered by semantic communication is the capability …
communications. One of the possibilities offered by semantic communication is the capability …
AniClipart: Clipart animation with text-to-video priors
Clipart, a pre-made graphic art form, offers a convenient and efficient way of illustrating
visual content. Traditional workflows to convert static clipart images into motion sequences …
visual content. Traditional workflows to convert static clipart images into motion sequences …
Diffusion model-based video editing: A survey
The rapid development of diffusion models (DMs) has significantly advanced image and
video applications, making" what you want is what you see" a reality. Among these, video …
video applications, making" what you want is what you see" a reality. Among these, video …