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Pratik Patil

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Preprint Jul 2026

Optimal Self-Distillation for Rectified Flow via Linear Probing

Modern generative models are increasingly trained using model-generated signals, creating both opportunities for self-improvement and risks of collapse. We study optimal self-distillation (SD) for rectified flow (RF): given a suboptimal teacher velocity field, can a student trained on a mixture of true RF velocities an...

Saptarshi Roy, D. Mukherjee, Pratik Patil · 0 citations