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

• المؤلف الرئيسي: Guertler, Leon
• مؤلفون آخرون: Luu Anh Tuan
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Explainable AI; LLM; Vision network
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/174298
• المؤسسة: 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...