VideoLDM AI Latent Diffusion for Video Synthesis

The AI Latent Diffusion for Video Synthesis is a high-resolution video synthesis model developed by Nvidia. Its function is to align latents, which are the hidden factors or variables within a model, particularly in generative models like this one. The model synthesizes videos using a latent diffusion process. The diffusion process refers to how the AI generates the video, starting from a simple image and gradually adding complexity until the final high-resolution video is produced. This results in remarkably high-quality synthesized videos, with the AI maintaining consistency across frames for a seamless synthesis.