Surendra Solanki

Enhancing network science with large language models and federated artificial intelligence

Abstract Sixth generation (6G) networks require intelligent and privacy-preserving solutions to handle traffic complexity, resource allocation, and security challenges. While Large Language Models (LLMs) offer advanced reasoning and Federated Artificial Intelligence (FAI) enables...

Context-aware image captioning using cosine transformer attention and optimal vision transformer with improved walrus optimization algorithm

Abstract Automatic image captioning aims to acquire the learning of the correlation between the visual and the linguistic cognitive domain through the generation of descriptive captions with respect to input images. But it is affected by the semantic distance between image featur...