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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Yian Zhao

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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
Preprint Aug 2026

MiniWorld: Democratizing the Training of Video World Models from Scratch

MiniWorld is presented, a reproducible framework for training streaming video world models from scratch that adopts a chunk-wise non-decreasing noise schedule and two-stage continued training to improve temporal modeling and stability and will facilitate future research on video world modeling.

Yian Zhao, Ruo-Chong Zheng, Hongcan Guo et al. · 0 citations

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