most citedThe Role of Noisy Data in Improving CNN Robustness for Image Classification

4 citations · 4 across the 1 of their papers we have counts for

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cs.CV2026★ 4 cited

The Role of Noisy Data in Improving CNN Robustness for Image Classification

Oscar H. Ramírez-Agudelo, Nicoleta Gorea, Aliza Reif +2

Data quality plays a central role in the performance and robustness of convolutional neural networks (CNNs) for image classification. While high-quality data is often preferred for…