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Thursday, May 11, 2023 8:47:36 AM
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT.
Recently, ChatGPT, along with DALL-E-2 and Codex,has been gaining significant attention from society. As a result, many individuals have become interested in related resources and are seeking to uncover the background and secrets behind its impressive performance. In fact, ChatGPT and other Generative AI (GAI) techniques belong to the category of Artificial Intelligence Generated Content (AIGC), which involves the creation of digital content, such as images, music, and natural language, through AI models. The goal of AIGC is to make the content creation process more efficient and accessible, allowing for the production of high-quality content at a faster pace. AIGC is achieved by extracting and understanding intent information from instructions provided by human, and generating the content according to its knowledge and the intent information. In recent years, large-scale models have become increasingly important in AIGC as they provide better intent extraction and thus, improved generation results. With the growth of data and the size of the models, the distribution that the model can learn becomes more comprehensive and closer to reality, leading to more realistic and high-quality content generation. This survey provides a comprehensive review on the history of generative models, and basic components, recent advances in AIGC from unimodal interaction 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, we discuss the existing open problems and future challenges in AIGC.
https://arxiv.org/abs/2303.04226
Nature - AI-Generated Content
https://www.nature.com/search?q=AI-Generated%20Content&order=relevance
The agency predicts that the AIGC market space will exceed one trillion yuan, and the commercial application of WIMI Hologram will open a new era
https://t.cj.sina.com.cn/articles/view/1765776051/693f9ab3020010t1e?from=tech
Accelerate industrial layout,WIMI Holographic AIGC Drives the Underlying Innovation of the Metaverse to Empower the Future of Technology
https://xueqiu.com/8520530702/249834504
AI-generated content helping redefine industry
http://www.china.org.cn/business/2022-12/13/content_85009779.htm
Tech giants explore AI opportunities
http://www.china.org.cn/business/2023-02/07/content_85092578.htm
China's digital economy a new growth engine to drive modernization
http://www.china.org.cn/business/2023-04/28/content_85259709.htm
Metaverse frenzy cools as ChatGPT gains steam
http://www.china.org.cn/business/2023-03/08/content_85153040.htm
China ushers in golden era of AI, chatbots.
http://www.china.org.cn/business/2023-02/17/content_85111668.htm
Big coffee point of view?AIGC and causal inference of two-way empowerment
https://t.cj.sina.com.cn/articles/view/1765776051/693f9ab30200117v7?finpagefr=p_104_js
Agency Forecast AIGC Market More Than Trillion; WiMi’s Applications Ushered In A New Era
https://www.newstrail.com/agency-forecast-aigc-market-more-than-trillion-wimis-applications-ushered-in-a-new-era/
Intensive policies promote the AIGC industry to "let a hundred flowers bloom", and WIMI has stepped up efforts to become the focus of the industry
https://t.cj.sina.com.cn/articles/view/1765776051/693f9ab30200115rr?from=tech
The heroes stand together and embrace AIGC tightly, and WIMI Hologram (WIMI.US) actively pays attention to the application development of related scenarios
https://finance.sina.com.cn/jjxw/2023-03-16/doc-imykzspz4582337.shtml
WIMI Hologram Cloud focuses on AIGC field for the AI new era.
https://investorshub.advfn.com/boards/read_msg.aspx?message_id=171854403
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