JanusMesh: Fast and Zero-Shot 3D Visual Illusion Generation via Cross-Space Denoising

JanusMesh: Fast and Zero-Shot 3D Visual Illusion Generation via Cross-Space Denoising

A fast, training-free framework generates text-driven 3D visual illusions by decoupling generation into cross-space dual-branch denoising and view-conditioned texture synthesis for…

Hugging Face · Daily Papers ·Siang-Ling Zhang, Huai-Hsun Cheng · ·▲ 19 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Siang-Ling Zhang, Huai-Hsun Cheng, Tsung-Ju Yang, Yu-Lun Liu

  • 19 upvotes da comunidade
  • Temas: cross-space dual-branch denoising process, 3D latents, voxel space, CLIP-guided orientation alignment, Signed Distance Field, SDF blending

Resumo

Resumo original (em inglês), extraído do paper:

A fast, training-free framework generates text-driven 3D visual illusions by decoupling generation into cross-space dual-branch denoising and view-conditioned texture synthesis for seamless geometric fusion and semantic coherence.

Ler o paper completo no Hugging Face →

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