In our data-driven world, the need to protect personal information has become substantially imperative. De-identification has long been touted as the primary means of safeguarding privacy. However, th
The Role of Large Language Models (LLMs) in Interactive AI Interactive AI systems have rapidly evolved in recent years, thanks to advancements in artificial intelligence (AI) technology. These systems
large language models (LLMs) Recently, many people have been using LLMs like ChatGPT for their convenience. These models provide quick and accurate answers through conversational interfaces, making th
In recent years, advances in artificial intelligence have brought revolutionary changes to the fields of information retrieval and generation. In particular, the Retrieval-Augmented Generation (RAG) m
fashion data Introduction The fashion and design industry is characterized by its constant need to evolve in response to rapidly changing trends and consumer demands. In recent years, the advancement
In recent years, Generative AI, especially those utilizing deep learning techniques, has achieved remarkable innovations in various fields such as image generation, text writing, and music composition
Federated learning (FL) is swiftly becoming a pivotal technology in AI. This cutting-edge method enables the training of machine learning models across various decentralized devices or servers without
Introduction Data utilization is the cornerstone of modern artificial intelligence (AI) and machine learning models. Depending on the type of data used, the performance of AI models, the level of priv
Large Language Model
Differentially Private
In the dynamic landscape of AI, contrastive learning stands out as a revolutionary technique poised to redefine the capabilities of AI models in understanding and interacting with complex data sets. U
Data Market