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Efficient Image Synthesis with Sphere Latent Encoder

Decoupling sphere encoding into a fixed pretrained encoder and separate spherical latent denoiser improves few-step image generation efficiency and quality.

Tung Do, Thuan H Nguyen, Hao Li

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026 · ▲ 7 on Hugging Face

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AI panel: 8 of 20 reviewers recommend it
lenient 4/5
medium 4/10
strict 0/5