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Shiming Ge*

2 accepted papers

2024

Learning Differentially Private Diffusion Models via Stochastic Adversarial Distillation

ECCV 2024poster

"While the success of deep learning relies on large amounts of training datasets, data is often limited in privacy-sensitive domains. To address this challenge, generative model learning with differential privacy has emerged as a solution to train private generative models for desensitized data gene…

Cited by 2SourcePDFScholar
2024

Learning Natural Consistency Representation for Face Forgery Video Detection

ECCV 2024poster

"Face Forgery videos have elicited critical social public concerns and various detectors have been proposed. However, fully-supervised detectors may lead to easily overfitting to specific forgery methods or videos, and existing self-supervised detectors are strict on auxiliary tasks, such as requiri…