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

• المؤلف الرئيسي: Wang, Jinghao
• مؤلفون آخرون: Liu Ziwei
• التنسيق: Thesis-Master by Research
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Agricultural Sciences; Deep learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181937
• المؤسسة: 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...