Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers
Bowie State University · University of the District of Columbia · +1 more institution
Abstract
The launch of ChatGPT in 2022 garnered global attention, marking a significant milestone in the Generative Artificial Intelligence (GAI) field. While GAI has been in effect for the past decade, the introduction of ChatGPT sparked a new wave of research and innovation in the Artificial Intelligence (AI) domain. This surge has led to the development and release of numerous cutting-edge tools, such as Bard, Stable Diffusion, DALL-E, Make-A-Video, Runway ML, and Jukebox, among others. These tools exhibit remarkable capabilities, encompassing tasks ranging from text generation and music composition, image creation, video production, code generation, and even scientific work. They are built upon various…
Citation impact
- FWCI
- 90.88
- Percentile
- 100%
- References
- 220
Authors
6Topics & keywords
- Computer science
- Transformer
- Generative grammar
- Generative model
- Artificial intelligence
- Electrical engineering
- Engineering