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...

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Bibliographic Details
Main Authors: Zhiguang Chu, Jingsha He, Dongdong Peng, Xing Zhang, Nafei Zhu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10251532/