Replacing DINO's complex anti-collapse machinery with an explicit coding rate regularizer yields simpler, more stable, and higher-performing self-supervised models.
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Simplifying DINO via Coding Rate Regularization
Replacing DINO's complex anti-collapse machinery with an explicit coding rate regularizer yields simpler, more stable, and higher-performing self-supervised models.