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SupplementaryMaterials: ImprovingDeepLearning InterpretabilitybySaliencyGuidedTraining

Neural Information Processing Systems

This would be particularly useful for large datasets like imagenet. Table 2 shows the area under accuracydrop curve(AUC) on MNIST Figure 4for gradient when training traditionally,training using saliencyguided procedure andfine-tuning (smaller AUCindicates better performance).