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Mason Liu

2 accepted papers

2020

Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels

ICML 2020poster

Performing controlled experiments on noisy data is essential in understanding deep learning across noise levels. Due to the lack of suitable datasets, previous research has only examined deep learning on controlled synthetic label noise, and real-world label noise has never been studied in a control…