Differentially Private Denoise Diffusion Probability Models

Diffusion models and their variants have achieved high-quality image generation without adversarial training. These algorithms provide new ideas for data shortages in some fields. But the diffusion model also faces the same problem as other generative models: the learned probability density function...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Access
المؤلفون الرئيسيون: Zhiguang Chu, Jingsha He, Dongdong Peng, Xing Zhang, Nafei Zhu
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2023-01-01
الموضوعات:
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/10251532/