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Jinjia Zhou

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#artificial intelligence Preprint Oct 2026

PASTA: Prompt-Aware Annealed Diffusion Sampling

While Diffusion models produce high-quality images, real-world visual design requires intentionally preserving clean regions for headlines, logos, or UI elements. Existing layout-aware text-to-image methods struggle to strictly preserve reserved regions, often introducing unwanted content that complicates downstream ed...

Ren Ajiki, Ryugo Morita, Stanislav Frolov et al. · 0 citations
Open access Aug 2026

ChoreDiffusion: Beat-Aware Diffusion for Music-to-Dance Generation

ChoreDiffusion is presented, a diffusion-based framework that integrates explicit beat guidance directly into the denoising process, and results indicate that embedding beat-aware guidance during generation, rather than applying it afterwards, is an effective route toward human-like musicality in music-driven choreogra...

Yufei Gao, Qiang Wu, Shuliang Zhu et al. · 0 citations
Preprint Aug 2026

Astrolabe: Spherical-Map Guidance Across Diffusion Pipelines for Full-Body Capture from Unconstrained Images

Astrolabe is a host-portable adapter built on frozen viewpoint-guided spherical maps (SPH), a host-portable adapter built on frozen viewpoint-guided spherical maps (SPH) that follows one SPH--shift--adapt--guide process without dense warping or a learned control branch.

Shuliang Zhu, Qi Wang, Ryugo Morita et al. · 0 citations

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