Improved Categorical Cross-Entropy Loss for Training Deep Neural Networks with Noisy Labels
Panle Li, Xiaohui He, Dingjun Song, Zihao Ding, Mengjia Qiao, Xijie Cheng, Runchuan Li
Topics & Concepts
Computer scienceCategorical variableDeep neural networksRobustness (evolution)Artificial intelligenceWeightingArtificial neural networkNoise (video)Machine learningEntropy (arrow of time)Pattern recognition (psychology)Cross entropyNoisy dataQuantum mechanicsBiochemistryImage (mathematics)GeneChemistryPhysicsMedicineRadiologyMachine Learning and Data ClassificationImbalanced Data Classification TechniquesIndustrial Vision Systems and Defect Detection