Generative models in artificial intelligence and their applications

M Castelli, L Manzoni - Applied Sciences, 2022 - mdpi.com
… new contributions in the area of generative models in artificial intelligence, focusing on their
… supervised machine learning models, (iii) whether sharing preliminary machine learning

Generative artificial intelligence: Trends and prospects

M Jovanovic, M Campbell - Computer, 2022 - computer.org
Generative modeling is an artificial intelligence (AI) technique that generates synthetic artifacts
by … Generative AI (GAI) uses generative modeling and advances in deep learning (DL) to …

[HTML][HTML] Generative artificial intelligence and its applications in materials science: Current situation and future perspectives

Y Liu, Z Yang, Z Yu, Z Liu, D Liu, H Lin, M Li, S Ma… - Journal of …, 2023 - Elsevier
Generative Artificial Intelligence (GAI) is attracting the increasing attention of … various
generative models in the view of methodology. The applications of task-specific generative models

Examining science education in ChatGPT: An exploratory study of generative artificial intelligence

G Cooper - Journal of Science Education and Technology, 2023 - Springer
… The advent of generative artificial intelligence (AI) offers … Large language models are a
form of generative AI that … OpenAI trains its text-generating models using machine learning

Investigating the Prospects of Generative Artificial Intelligence

M Mandapuram, SS Gutlapalli, A Bodepudi… - Asian Journal of …, 2018 - i-proclaim.my
… in machine learning known as Generative Artificial Intelligence (… powered by fully generative
artificial intelligence are available. … The process of generative modeling in machine learning

A comprehensive survey and analysis of generative models in machine learning

GM Harshvardhan, MK Gourisaria, M Pandey… - Computer Science …, 2020 - Elsevier
… all the generative models, namely Gaussian Mixture Models (GMM), Hidden Markov Models
(… We study their algorithms and implement each of the models to provide the reader some …

Learning deep generative models

R Salakhutdinov - Annual Review of Statistics and Its Application, 2015 - annualreviews.org
… Building intelligent systems that are capable of extracting high-level representations from
high-dimensional sensory data lies at the core of solving many artificial intelligence–related …

Generative artificial intelligence

L Banh, G Strobel - Electronic Markets, 2023 - Springer
… Leveraging deep generative models, generative AI is capable of producing novel and
realistic content across a broad spectrum (eg, texts, images, or programming code) for various …

Towards understanding the interplay of generative artificial intelligence and the internet

G Martínez, L Watson, P Reviriego… - … in Artificial Intelligence, 2023 - Springer
… In our simulations, each version of the generative model is trained with a dataset
composed of elements generated with the previous version of the generative AI model. This is …

[图书][B] Generative artificial intelligence

T van der Zant, M Kouw, L Schomaker - 2013 - Springer
… Such learning mechanisms are functional as well as adaptive and may ultimately lead to
more complex models of artificial intelligence that do exhibit the potential for a verbal …