2 papers
cs.CV2022
Improving Multi-fidelity Optimization with a Recurring Learning Rate for Hyperparameter Tuning
HyunJae Lee, Gihyeon Lee, Junhwan Kim +3
Despite the evolution of Convolutional Neural Networks (CNNs), their performance is surprisingly dependent on the choice of hyperparameters. However, it remains challenging to effi…
cs.CV2019
Deep ensemble network with explicit complementary model for accuracy-balanced classification
Dohyun Kim, Kyeorye Lee, Jiyeon Kim +2
The average accuracy is one of major evaluation metrics for classification systems, while the accuracy deviation is another important performance metric used to evaluate various de…