Quantifying combinatorial capababilities of image-generating AI

• Main Author: Poon, Wei Kang
• Other Authors: Li Boyang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/181225
• Institution: Nanyang Technological University

This study investigates the combinatorial capabilities of state-of-the-art generative AI models—Midjourney, DALL-E, and Stable Diffusion—when tasked with generating images containing underrepresented object combinations. Utilizing the LAION400M dataset as a proxy for the models' training data...