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CrossDistill: Balancing Quality and Diversity via Trajectory-Level Hybrid Few-Step Distillation

Liu, Yuxi et al.
arXiv (OAI Expanded) · Papers
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computer-vision-and-pattern-recognition
Few-step distillation accelerates diffusion models but must balance diversity and fidelity: trajectory-based distillation preserves mode coverage, while distribution matching sharpens samples but can reduce diversity. We show that this tension can be exploited in a noise-regime-dependent way: high-n
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