--- title: Diffusion Models for Video Generation | daily.dev description: Diffusion models have been successful in image synthesis and now researchers are exploring their application in video generation. Video generation is more... canonical: https://daily.dev/posts/diffusion-models-for-video-generation-nv9u9olut twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Diffusion Models for Video Generation | daily.dev og:description: Diffusion models have been successful in image synthesis and now researchers are exploring their application in video generation. Video generation is more... og:url: https://daily.dev/posts/diffusion-models-for-video-generation-nv9u9olut og:image: https://api.daily.dev/og/posts/nv9U9OLut.png og:image:alt: Diffusion Models for Video Generation og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Diffusion Models for Video Generation **[Lil’Log](https://daily.dev/sources/lilianweng)** · 18 min read · 5 upvotes · 0 comments ## Summary Diffusion models have been successful in image synthesis and now researchers are exploring their application in video generation. Video generation is more challenging than image generation due to additional requirements on temporal consistency and the scarcity of high-quality video data. Different approaches for video generation modeling from scratch and adaptation from pre-trained image models are discussed. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#deep-learning](https://daily.dev/tags/deep-learning), [#neural-networks](https://daily.dev/tags/neural-networks), [#video-generation](https://daily.dev/tags/video-generation), [#diffusion-models](https://daily.dev/tags/diffusion-models) [View this post on daily.dev](https://daily.dev/posts/diffusion-models-for-video-generation-nv9u9olut) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Diffusion Models for Video Generation","url":"https://daily.dev/posts/diffusion-models-for-video-generation-nv9u9olut","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/diffusion-models-for-video-generation-nv9u9olut"},"datePublished":"2024-04-15T03:15:25.311Z","dateModified":"2024-05-09T08:39:06.345Z","description":"Diffusion models have been successful in image synthesis and now researchers are exploring their application in video generation. Video generation is more...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/5a9c2b35362b1f1d236496842b47c9c7?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/5a9c2b35362b1f1d236496842b47c9c7?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Lil’Log","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Lil’Log","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/91a79747f2ca4d43bc005025f1a3d561","url":"https://daily.dev/sources/lilianweng"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/diffusion-models-for-video-generation-nv9u9olut","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":5},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,deep-learning,neural-networks,video-generation,diffusion-models","timeRequired":"PT18M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Lil’Log","item":"https://daily.dev/sources/lilianweng"},{"@type":"ListItem","position":3,"name":"Diffusion Models for Video Generation"}]} ```