https://terms-en.ai-term-hub.com/en/tags/diffusion-models/Recent content in Diffusion Models on English AI Terms DictionaryHugoen-usSat, 18 Jul 2026 11:44:44 +0000https://terms-en.ai-term-hub.com/en/terms/diffusersstablevideodiffusionpipeline/Sat, 18 Jul 2026 09:55:54 +0000https://terms-en.ai-term-hub.com/en/terms/diffusersstablevideodiffusionpipeline/<h2 id="definition">Definition</h2> <p>This term refers to a specific implementation within the Hugging Face Diffusers library designed for video generation. It integrates the Stable Video Diffusion (SVD) model, which is a latent video diffusion model capable of converting a single input image into a short video clip. The pipeline handles the complex preprocessing of the input image, the iterative denoising process in the latent space, and the post-processing steps required to decode the latent representations back into pixel-space video frames. It allows developers to easily leverage state-of-the-art image-to-video capabilities without managing the underlying model weights or inference logic manually.</p>