Physics-integrated variational autoencoders for robust and interpretable generative modeling. Adv. Neural Inf. Process. Syst. 34, 14809–14821 (2021). Fukami, K., Fukagata, K. & Taira, K. Super-resolution analy
A generative model uses artificial intelligence (AI) and statistical and probabilistic methods to create representations or abstractions of observed phenomena or target variables. These representations can then be used to generate new data similar to the observed data. Generative modeling is used in ...
Wing Hung Wong Nature Machine Intelligence3,536–544 (2021)Cite this article 4998Accesses 66Citations 16Altmetric Metrics Apreprint versionof the article is available at bioRxiv. Abstract Recent advances in single-cell technologies, including single-cell ATAC-seq (scATAC-seq), have enabled large-sc...
生成式人工智能(英语:Generative artificial intelligence,或称Generative AI、生成式AI、产生式AI)是一种人工智能系统,能够产生文字、图像或其他媒体以回应提示工程[1][2],比如ChatGPT。产生模型学习输入数据的模式和结构,然后产生与训练数据相似但具有一定程度新颖性的新内容,而不仅仅是分类或预测数据[3]。用于处理生...
Machine Learning Ops (MLOps) describes a suite of best practices that successfully help abusinessrun artificial intelligence. It consists of the skills, workflows, and processes to create, run, and maintain machine learning models to help various operational processes within organizations. ...
Mechanistic artificial intelligence (mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and perspectives 6.3.3 Process-informed design exploration using generative models Recent advancements in generative models, such as GANs, opened new possibilities to disco...
Cognizant believes technology, including generative AI, is made to work with people, not replace them. As Cognizant CEO Ravi Kumar S has written, “Human imagination and ingenuity will be the source of human work indefinitely. ” We take great responsibility for ethical behavior involving generative...
generative artificial intelligence (AI) have provided powerful tools to represent complex distributions and patterns with minimal underlying assumptions, with major impact in fields such as finance and environmental sciences, prompting researchers to apply these methods for disease modeling in health care. ...
Camunda’s Copilot, an AI-driven tool, simplifies complex process modeling tasks. It offers Modeler suggestions for transforming descriptions into efficient BPMN tasks and provides anAI-assisted Form Builderthat generates user task forms from simple prompts. These features help organizations adapt quickly...
Finally, if we are to truly say that we have built a machine that has acquired a form of intelligence that is comparable to a human’s, generative modeling must surely be part of the solution. One of the finest examples of a generative model in the natural world is the person reading ...