Yan Ju

2 accepted papers

2024

Exposing Text-Image Inconsistency Using Diffusion Models

Mingzhen Huang, Shan Jia, Zhou Zhou, Yan Ju, Jialing Cai, Siwei Lyu

ICLR 2024poster

In the battle against widespread online misinformation, a growing problem is text-image inconsistency, where images are misleadingly paired with texts with different intent or meaning. Existing classification-based methods for text-image inconsistency can identify contextual inconsistencies but fail…

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2024

Preserving Fairness Generalization in Deepfake Detection

Li Lin, Xinan He, Yan Ju, Xin Wang, Feng Ding, Shu Hu

CVPR 2024poster

Although effective deepfake detection models have been developed in recent years recent studies have revealed that these models can result in unfair performance disparities among demographic groups such as race and gender. This can lead to particular groups facing unfair targeting or exclusion from…

Cited by 44 Source ↗PDF ↗code ↗Scholar ↗