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USO đ¨ Unified customization model released by Bytedance research
Demo
bytedance-research/USO
Model
bytedance-research/USO
Paper
USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning (2508.18966)
⨠Large-scale triplet dataset (content, style, stylized)
⨠Disentangled learning: style alignment + content preservation
⨠Style Reward Learning (SRL) for higher fidelity
⨠USO-Bench: 1st benchmark for style & subject jointly
⨠SOTA results on subject consistency & style similarity
Demo
bytedance-research/USO
Model
bytedance-research/USO
Paper
USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning (2508.18966)
⨠Large-scale triplet dataset (content, style, stylized)
⨠Disentangled learning: style alignment + content preservation
⨠Style Reward Learning (SRL) for higher fidelity
⨠USO-Bench: 1st benchmark for style & subject jointly
⨠SOTA results on subject consistency & style similarity