Efficient diffusion model for image restoration by residual shifting

• المؤلفون الرئيسيون: Yue, Zongsheng, Wang, Jianyi, Loy, Chen Change
• مؤلفون آخرون: College of Computing and Data Science
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Computer and Information Science; Markov chain; Noise schedule
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181036; https://arxiv.org/abs/2403.07319

While diffusion-based image restoration (IR) methods have achieved remarkable success, they are still limited by the low inference speed attributed to the necessity of executing hundreds or even thousands of sampling steps. Existing acceleration sampling techniques, though seeking to expedite the pr...