AI RESEARCH
Structural Energy Guidance for View-Consistent Text-to-3D Generation
arXiv CS.CV
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ArXi:2605.19876v1 Announce Type: new Text-to-3D generation based on diffusion models often suffers from the Janus problem, leading to inconsistent geometry across viewpoints. This work identifies viewpoint bias in 2D diffusion priors as the main cause and proposes Structural Energy-Guided Sampling (SEGS), a