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Chao-Fan Gan

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Preprint Oct 2026

VGGA: Geometry-Grounded Autoencoder for Video Generation

Autoencoders are the core component of latent video generative models, compressing high-dimensional videos into compact latent spaces for downstream generation. However, existing video autoencoders are primarily optimized for pixel-level reconstruction, providing limited supervision for learning structured latent repre...

Chao-Fan Gan, Yian Zhao, Shi-Jie Li et al. · 0 citations

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