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Bo-Zhi Luan

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Preprint Oct 2026

PixelMoE: Scaling Pixel-Space Diffusion with LLM-Style Mixture-of-Experts

Pixel-space diffusion models provide an appealing alternative to latent-space diffusion models by directly modeling raw images without relying on a learned tokenizer. However, scaling pixel-space models has predominantly followed dense strategies, tightly coupling model capacity with active computation. In this work, w...

Rui-Xiao Dong, Jian-Min Bao, Bo-Zhi Luan et al. · 0 citations

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