Samsung Electronics Co., Ltd.

Dasol Han

JaeWook Yoo

Dokwan Oh

Disclosed are a method and apparatus for training a neural network model to increase performance of the neural network model, the method including receiving input data and target data, pooling, by a neural network model, on a feature map extracted from the input data based on a probability for each of classes of the feature map, generating output data by inputting the input data to a neural network model, determining a loss based on comparing the output data and the target data and an auxiliary loss of the pooling, and training the neural network model based on the loss.

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Suwon-si, South Korea

Dasol Han