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preference feedback loop
preference feedback loop
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quality-aware weighting
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multi-stage generation
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3d content creation
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direct preference optimization
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Papers
Circular-DPO: Aligning Multi-Stage 3D Generative Models via Preference Feedback Loop
CVPR 2026
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