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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 …
Artificial intelligence in the creative industries: a review
This paper reviews the current state of the art in artificial intelligence (AI) technologies and
applications in the context of the creative industries. A brief background of AI, and …
applications in the context of the creative industries. A brief background of AI, and …
Structure and content-guided video synthesis with diffusion models
P Esser, J Chiu, P Atighehchian… - Proceedings of the …, 2023 - openaccess.thecvf.com
Text-guided generative diffusion models unlock powerful image creation and editing tools.
Recent approaches that edit the content of footage while retaining structure require …
Recent approaches that edit the content of footage while retaining structure require …
Pix2video: Video editing using image diffusion
Image diffusion models, trained on massive image collections, have emerged as the most
versatile image generator model in terms of quality and diversity. They support inverting real …
versatile image generator model in terms of quality and diversity. They support inverting real …
Conditional image-to-video generation with latent flow diffusion models
Conditional image-to-video (cI2V) generation aims to synthesize a new plausible video
starting from an image (eg, a person's face) and a condition (eg, an action class label like …
starting from an image (eg, a person's face) and a condition (eg, an action class label like …
Make-a-scene: Scene-based text-to-image generation with human priors
Recent text-to-image generation methods provide a simple yet exciting conversion capability
between text and image domains. While these methods have incrementally improved the …
between text and image domains. While these methods have incrementally improved the …
Dreamix: Video diffusion models are general video editors
Text-driven image and video diffusion models have recently achieved unprecedented
generation realism. While diffusion models have been successfully applied for image …
generation realism. While diffusion models have been successfully applied for image …
Follow your pose: Pose-guided text-to-video generation using pose-free videos
Generating text-editable and pose-controllable character videos have an imperious demand
in creating various digital human. Nevertheless, this task has been restricted by the absence …
in creating various digital human. Nevertheless, this task has been restricted by the absence …
Humannerf: Free-viewpoint rendering of moving people from monocular video
We introduce a free-viewpoint rendering method--HumanNeRF--that works on a given
monocular video of a human performing complex body motions, eg a video from YouTube …
monocular video of a human performing complex body motions, eg a video from YouTube …
Propainter: Improving propagation and transformer for video inpainting
Flow-based propagation and spatiotemporal Transformer are two mainstream mechanisms
in video inpainting (VI). Despite the effectiveness of these components, they still suffer from …
in video inpainting (VI). Despite the effectiveness of these components, they still suffer from …