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Zhi-Hao Ren

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#artificial intelligence Preprint Aug 2026

Sign Language Video Synthesis via Loss-Guided Multi-Expert GANs

This preliminary technical report presents a framework for sign language video synthesis using a loss-guided multi-expert Generative Adversarial Network (GAN) to enhance communication for individuals with hearing impairments. Three specialized discriminators--global, hand, and head--each guide a corresponding expert br...

Ding-Zhan Nong, Zhi-Hao Ren, Ziqi Li et al. · 0 citations

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