Detecting Mislabeled and Corrupted Data via Pointwise Mutual Information

Jinghan Yang, Jiayu Weng

Deep neural networks can memorize corrupted labels, making data quality critical for model performance, yet real-world datasets are frequently compromised by both label noise and i…