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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 …
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 …
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 …
I2vgen-xl: High-quality image-to-video synthesis via cascaded diffusion models
Video synthesis has recently made remarkable strides benefiting from the rapid
development of diffusion models. However, it still encounters challenges in terms of …
development of diffusion models. However, it still encounters challenges in terms of …
Cameractrl: Enabling camera control for text-to-video generation
Controllability plays a crucial role in video generation since it allows users to create desired
content. However, existing models largely overlooked the precise control of camera pose …
content. However, existing models largely overlooked the precise control of camera pose …
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 …
Instructvideo: Instructing video diffusion models with human feedback
Diffusion models have emerged as the de facto paradigm for video generation. However
their reliance on web-scale data of varied quality often yields results that are visually …
their reliance on web-scale data of varied quality often yields results that are visually …
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 …
Revideo: Remake a video with motion and content control
Despite significant advancements in video generation and editing using diffusion models,
achieving accurate and localized video editing remains a substantial challenge …
achieving accurate and localized video editing remains a substantial challenge …
Mofa-video: Controllable image animation via generative motion field adaptions in frozen image-to-video diffusion model
We present MOFA-Video, an advanced controllable image animation method that generates
video from the given image using various additional controllable signals (such as human …
video from the given image using various additional controllable signals (such as human …