Exploring pre-trained diffusion models in a tuning-free manner

• Main Author: Wang, Jinghao
• Other Authors: Liu Ziwei
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Agricultural Sciences; Deep learning
• Online Access: https://hdl.handle.net/10356/181937
• Institution: Nanyang Technological University

Diffusion models, which utilize a multi-step denoising sampling procedure and leverage extensive image-text pair datasets for training, have emerged as an innovative option among deep generative models. These models exhibit superior performance across various applications, including image synthes...