Beyond Imitation: Exploring Novelty in Generative AI
Tapabrato Bandyopadhyay, Srinjoy Saha, Debrupa Pal · International Journal of Advanced Research in Science Communication and Technology · 2023
This research paper presents a comprehensive review of recent advancements in Generative Artificial Intelligence (AI). We survey key developments in generative models, including GANs, VAEs, and Transformers, highlighting their applications in diverse domains such as image synthesis, text generation, and natural language processing. We also explore emerging trends in ethical AI, interpretability, and robustness, emphasizing the need for responsible AI development. Our analysis provides insights into the current state of Generative AI, paving the way for future research directions and ethical considerations in this rapidly evolving field.