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2. School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang 621000, China;
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科技导报 | 专题:培育新质生产力 助力高水平科技自立自强 2024, 42(12): 35-43
生成式人工智能的研究现状和发展趋势
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车璐1, 张志强2, 周金佳3, 李磊3
作者信息
    1. 西南科技大学环境与资源学院, 绵阳 621000;
    2. 西南科技大学计算机科学与技术学院, 绵阳 621000;
    3. 法政大学, 东京 184-8584
The research status and development trends of generative artificial intelligence
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出版时间: 2024-06-28 doi: 10.3981/j.issn.1000-7857.2024.01.00029
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随着ChatGPT的问世,生成式人工智能研究在文本、图像和视频等多模态信息处理领域取得了突破性的进展,引起了广泛的关注。梳理了生成式人工智能的研究进展,并探讨了其未来发展趋势。具体包含3个部分:一是从自然语言模型、图像与多模态模型回顾生成式人工智能的发展历程和研究现状;二是探讨生成式人工智能在不同领域的应用前景,主要聚焦内容交流、辅助设计、内容创作和个性化定制4个方面;三是分析了生成式人工智能面临的主要挑战及未来的发展趋势。
生成式人工智能  /  自然语言  /  多模态
With the advent of ChatGPT, the research of generative artificial intelligence (GAI) has made a breakthrough in the field of multimodal information processing, such as text, image, and video, and has attracted broad attention. This paper aims to systematically review the research progress of GAI and to discuss its future development trend. Being divided into three parts, the paper first reviewed the development history and research status of GAI in terms of natural language models, image and multimodal models; secondly, it discussed the application prospects of GAI in different fields, mainly focusing on content communication, assisted design, content creation, personalized customization, and etc. In the third part, with an in-depth analysis of the main challenges facing GAI, the author summarized the development trends of GAI in the future.
artificial intelligence generated content  /  natural language  /  multimodal
车璐, 张志强, 周金佳, 李磊. 生成式人工智能的研究现状和发展趋势. 科技导报, 2024 , 42 (12) : 35 -43 . DOI: 10.3981/j.issn.1000-7857.2024.01.00029
CHE Lu, ZHANG Zhiqiang, ZHOU Jinjia, LI Lei. The research status and development trends of generative artificial intelligence[J]. Science & Technology Review, 2024 , 42 (12) : 35 -43 . DOI: 10.3981/j.issn.1000-7857.2024.01.00029
2024年第42卷第12期
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doi: 10.3981/j.issn.1000-7857.2024.01.00029
  • 接收时间:2024-01-31
  • 首发时间:2024-07-10
  • 出版时间:2024-06-28
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  • 收稿日期:2024-01-31
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Number of
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占总种数比例
Percentage of
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Genus
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Number of
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Percentage of total
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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