SaaS Metrics
Recently, Artificial Intelligence Generated Content (AIGC) has gained significant attention from society, especially with the rise of Generative AI (GAI) techniques such as ChatGPT, GPT-4 [
165
], DALL-E-3 [
184
], and Sora [
137
]. AIGC involves using AI models to create digital content, such as images, music, and natural language, with the goal of making the content creation process more efficient and accessible. Large-scale models have become increasingly important in AIGC as they provide better intent extraction and generation results. This survey provides a comprehensive review of the history of generative models and recent advances in AIGC, focusing on both unimodal and multimodal interaction. From the perspective of unimodality, we introduce the generation tasks and relative models of text and image. From the perspective of multimodality, we introduce the cross-application between the modalities mentioned above. Finally, the survey discusses the existing open problems and future challenges in AIGC. Overall, this survey serves as a valuable resource for individuals interested in understanding the background and secrets behind the impressive performance of AIGC techniques.
Academic Publication A Survey of AI-Generated Content (AIGC)
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A Survey of AI-Generated Content (AIGC)
Recently, Artificial Intelligence Generated Content (AIGC) has gained significant attention from society, especially with the rise of Generative AI (GAI) techniques such as ChatGPT, GPT-4 [ ...
Aigc
AIGC (AI-Generated Content) is rapidly expanding its application, notably in cultural storytelling and the entertainment industry for content creation. This growth is driving discussions around int...
English
Google's NotebookLM is integrating AI-generated, TikTok-style video summaries with AI images and narration, indicating a market shift towards automated, short-form content creation from research so...
Ai-image-generation
AI image generation is evolving into interactive video content, with platforms like Character.AI expanding capabilities. Meta's default use of public Instagram photos for AI content generation pres...
Beauty & Fashion
The proliferation of AI-generated content is creating demand for platform-level authentication and filtering mechanisms, impacting creative industries and consumer trust. This highlights a nascent ...
Frequently Asked Questions (FAQ)
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What is the core focus of the research titled 'A Survey of AI-Generated Content (AIGC)'?
This literature focuses on: Recently, Artificial Intelligence Generated Content (AIGC) has gained significant attention from society, especially with the rise of Generative AI (GAI) techniques such as ChatGPT, GPT-4 [ 165 ], DALL-E-3 [...
Are there open-source GitHub repositories related to A Survey of AI-Generated Content (AIGC)?
Yes, open-source projects like yaojingang/GEOFlow (Open-source GEO content production system with AI tasks, review workflow, and publishing.) are actively building upon these concepts.
Which startups are commercializing the technology behind A Survey of AI-Generated Content (AIGC)?
Products like HTML Pub are bringing this to market. Their focus is: Turn AI-generated HTML into a live URL via MCP/API.
What other academic literature is closely related to 'A Survey of AI-Generated Content (AIGC)'?
Yes, highly correlated activity was mapped. An entry titled 'A Survey of AI-Generated Content (AIGC)' discusses this: Recently, Artificial Intelligence Generated Content (AIGC) has gained significant attention from society, especially with the rise of Generative AI...
Are there commercial applications of 'A Survey of AI-Generated Content (AIGC)' in market news publications?
Yes, highly correlated activity was mapped. An entry titled 'Aigc' discusses this: AIGC (AI-Generated Content) is rapidly expanding its application, notably in cultural storytelling and the entertainment industry for content creat...
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Commercial Realization
Startups and Open Source tools heavily associated with the concepts explored in this paper.
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GitHubyaojingang/GEOFlow
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GitHubtw93/Kami
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Product HuntHTML Pub
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