research
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07/20/2023
Differences Between Hard and Noisy-labeled Samples: An Empirical Study
Extracting noisy or incorrectly labeled samples from a labeled dataset w...
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12/08/2022
Leveraging Unlabeled Data to Track Memorization
Deep neural networks may easily memorize noisy labels present in real-wo...
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07/14/2021
Disparity Between Batches as a Signal for Early Stopping
We propose a metric for evaluating the generalization ability of deep ne...
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07/30/2020