Michael M. Bronstein
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2026
Why Are DMD Students Lazy? Understanding the Copying Behavior in Few-Step Distillation
This paper investigates the phenomenon of 'copying' in Distribution Matching Distillation (DMD), finding that high-dimensional distillation causes student models to spontaneously reproduce the teacher's original noise-data pairings due to geometric constraints.
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