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Creativity and Machine Learning: A Survey
ACM Computing Surveys ( IF 16.6 ) Pub Date : 2024-05-11 , DOI: 10.1145/3664595
Giorgio Franceschelli 1 , Mirco Musolesi 1, 2
Affiliation  

There is a growing interest in the area of machine learning and creativity. This survey presents an overview of the history and the state of the art of computational creativity theories, key machine learning techniques (including generative deep learning), and corresponding automatic evaluation methods. After presenting a critical discussion of the key contributions in this area, we outline the current research challenges and emerging opportunities in this field.



中文翻译:

创造力与机器学习:调查

人们对机器学习和创造力领域越来越感兴趣。本综述概述了计算创造力理论、关键机器学习技术(包括生成深度学习)的历史和最新技术以及相应的自动评估方法。在对该领域的关键贡献进行批判性讨论后,我们概述了该领域当前的研究挑战和新兴机遇。

更新日期:2024-05-11
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