Zhengyuan Jiang
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126
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Crypto×1Vision×1
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2026
Robustness of Vision Foundation Models to Common Perturbations
This paper systematically studies the robustness of vision foundation models to common image perturbations, finding that most models are generally non-robust and proposing a fine-tuning method to improve this resilience.
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