TeLLMe what you see: using LLMs to explain neurons in vision models

• Main Author: Guertler, Leon
• Other Authors: Luu Anh Tuan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Explainable AI; LLM; Vision network
• Online Access: https://hdl.handle.net/10356/174298
• Institution: Nanyang Technological University

As the role of machine learning models continues to expand across diverse fields, the demand for model interpretability grows. This is particularly crucial for deep learning models, which are often referred to as black boxes, due to their highly nonlinear nature. This paper proposes a novel method f...