Shypd.aiThe largest open index of AI toolsLVDM is a Content & Design tool that generates high-fidelity, long videos. It can conditionally generate videos based on text input and unconditionally generate videos with thousands of frames.
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LVDM (Latent Video Diffusion Models) is an efficient video diffusion model designed for high-fidelity long video generation. It leverages a low-dimensional 3D latent space to significantly outperform previous pixel-space video diffusion models under limited computational budgets. The tool supports conditional video generation based on text input and unconditional generation of videos with thousands of frames. It also introduces hierarchical diffusion in the latent space to produce longer videos and proposes conditional latent perturbation and unconditional guidance to mitigate accumulated errors during video length extension. LVDM is particularly aimed at researchers and engineers working on advanced video generation techniques, offering a robust framework for creating more realistic and extended video content.
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