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The Power of Generative AI: A Review of Requirements, Models, Input–Output Formats, Evaluation Metrics, and Challenges

Future Internet, 2023
Generative artificial intelligence (AI) has emerged as a powerful technology with numerous applications in various domains. There is a need to identify the requirements and evaluation metrics for generative AI models designed for specific tasks.
Ajay Bandi
exaly   +3 more sources

Generative AI models for different steps in architectural design: A literature review

Frontiers of Architectural Research
Recent advances in generative artificial intelligence (AI) technologies have been significantly driven by models such as generative adversarial networks (GANs), variational autoencoders (VAEs), and denoising diffusion probabilistic models (DDPMs ...
Haoran Xie, Ye Zhang, Xusheng DU
exaly   +3 more sources

Mindstorms in natural language-based societies of mind

Computational Visual Media
Inspired by Minsky’s Society of Mind, Schmidhuber’s Learning to Think, and other more recent works, this paper proposes and advocates for the concept of natural language-based societies of mind (NLSOMs).
Mingchen Zhuge, Haozhe Liu, Francesco Faccio, Dylan R. Ashley, Róbert Csordás, Anand Gopalakrishnan, Abdullah Hamdi, Hasan Abed Al Kader Hammoud, Vincent Herrmann, Kazuki Irie, Louis Kirsch, Bing Li, Guohao Li, Shuming Liu, Jinjie Mai, Piotr Piękos, Aditya A. Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanić, Wenyi Wang, Yuhui Wang, Mengmeng Xu, Deng-Ping Fan, Bernard Ghanem, Jürgen Schmidhuber   +25 more
doaj   +1 more source

Towards automated metaphase cell detection using foundation models: A SAM and DINO-based approach

Engineering Science and Technology, an International Journal
Karyotyping is a widely used laboratory technique to detect abnormalities in chromosomes. Karyotyping consists of many steps, including collecting samples, cell culturing and metaphase cell detection.
M. Cihad Arslanoglu, Abdulkadir Albayrak, Huseyin Acar   +2 more
doaj   +1 more source

Association between Generative AI self-efficacy and Generative AI acceptance: The mediating role of Generative AI trust and the moderating role of Generative AI risk perception

Acta Psychologica
Generative AI has garnered global attention. This study aims to explore the association between generative AI self-efficacy and generative AI acceptance among university students and underlying mechanisms. A sample of 353 university students in China was
Gen Zhang, Tingrong Yu
doaj   +1 more source

Developing a theory-grounded AI tool for the generation of culturally responsive lesson plans

Computers and Education: Artificial Intelligence
As educators begin using Generative AI (GenAI) for lesson planning, they often encounter generated content that fails to consider the classroom's cultural context.
Matthew Nyaaba, Xiaoming Zhai
doaj   +1 more source

SIGNAL: Dataset for Semantic and Inferred Grammar Neurological Analysis of Language

Scientific Data
Recently, the idea of brain-model alignment has been the topic of several influential works. However, most of previous studies were based on datasets collected during regular reading tasks where the subjects were not exposed to processing linguistic ...
Anna Komissarenko, Ekaterina Voloshina, Anastasia Cheveleva, Ilia Semenkov, Oleg Serikov, Alex Ossadtchi   +5 more
doaj   +1 more source

How generative AI supports human in conceptual design

Design Science
Generative Artificial Intelligence (Generative AI) is a collection of AI technologies that can generate new information such as texts and images. With its strong capabilities, Generative AI has been actively studied in creative design processes. However,
Liuqing Chen, Yaxuan Song, Jia Guo, Lingyun Sun, Peter Childs, Yuan Yin   +5 more
doaj   +1 more source

How Generative AI Was Mentioned in Social Media and Academic Field? A Text Mining Based on Internet Text Data

IEEE Access
As ChatGPT has evolved, generative AI (Artificial Intelligence) has gone viral on the internet since 2022. Heated discussions on generative AI have appeared in both social media and academic field, generating massive textual data.
Wenchao Zhang, Ruonan Yan, Lei Yuan
doaj   +1 more source

Conversational AI agent for teacher education in Ghana

Discover Education
While generic and frontier Artificial Intelligence (AI) tools are expanding rapidly in global education, their lack of contextual sensitive and cultural awarenenss limits their efficacy in localized settings.
Matthew Nyaaba, Patrick Kyeremeh, Macharious Nabang, Bismark Nyaaba Akanzire, Cyril Ababio Titty, Sakina Acquah, Kotor Asare, Jerry Etornam Kudaya   +7 more
doaj   +1 more source