Dreambench++: A human-aligned bench- mark for personalized image generation

Yuang Peng, Yuxin Cui, Haomiao Tang, Zekun Qi, Runpei Dong, Jing Bai, Chunrui Han, Zheng Ge, Xiangyu Zhang, Shu-Tao Xia

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cs.CV · 2026-05-02 · unverdicted · novelty 5.0

SwiftPie enables one-step diffusion for fast, high-quality subject-driven image personalization comparable to slower multi-step methods.

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SwiftPie: Lightning-fast Subject-driven Image Personalization via One step Diffusion cs.CV · 2026-05-02 · unverdicted · none · ref 33
SwiftPie enables one-step diffusion for fast, high-quality subject-driven image personalization comparable to slower multi-step methods.