Generative AI has experienced remarkable growth in recent years, leading to a wide array of applications across diverse domains. In this paper, we present a comprehensive survey of more than 350 generative AI applications, providing a structured taxonomy and concise descriptions of various unimodal and even multimodal generative AIs. The survey is organized into sections, covering a wide range of unimodal generative AI applications such as text, images, video, gaming and brain information. Our survey aims to serve as a valuable resource for researchers and practitioners to navigate the rapidly expanding landscape of generative AI, facilitating a better understanding of the current state-of-the-art and fostering further innovation in the field.
翻译:近年来,生成式人工智能实现了显著发展,催生了跨越多领域的广泛应用。本文对超过350个生成式AI应用进行了系统综述,提出了结构化分类体系,并对各类单模态乃至多模态生成式AI技术进行了精炼描述。本综述按章节组织,覆盖文本、图像、视频、游戏及脑信息处理等广泛单模态生成式AI应用领域。本研究旨在为研究人员和从业者探索快速扩展的生成式AI领域提供宝贵资源,促进对当前技术前沿的深入理解,并推动该领域的进一步创新。