L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise

Yilun Xu, Peng Cao, Yuqing Kong, Yizhou Wang

Neural Information Processing Systems 

Accurately annotating large scale dataset is notoriously expensive both in time and in money.

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