2 papers
cs.CV2024
PrivImage: Differentially Private Synthetic Image Generation using Diffusion Models with Semantic-Aware Pretraining
Kecen Li, Chen Gong, Zhixiang Li +3
Differential Privacy (DP) image data synthesis, which leverages the DP technique to generate synthetic data to replace the sensitive data, allowing organizations to share and utili…
cs.CV2024
GAN Inversion for Image Editing via Unsupervised Domain Adaptation
Siyu Xing, Chen Gong, Hewei Guo +3
Existing GAN inversion methods work brilliantly in reconstructing high-quality (HQ) images while struggling with more common low-quality (LQ) inputs in practical application. To ad…