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#augmentation

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01 ·★ MEMBER·PAPER·12 min read Paper Review: S²VOPD — Don't Strengthen the Teacher, Blur the Student's View A walkthrough of S²VOPD, which improves vision-language models without labels, rewards, or a stronger teacher. The trick is inverting where the asymmetry comes from: degrade the student's view instead of privileging the teacher's.