15 citations · 19 across the 2 of their papers we have counts for
3 papers
cs.CV2022★ 4 cited
Hyperparameter Optimization with Neural Network Pruning
Kangil Lee, Junho Yim
Since the deep learning model is highly dependent on hyperparameters, hyperparameter optimization is essential in developing deep learning model-based applications, even if it take…
cs.CV2020★ 15 cited
Highway Driving Dataset for Semantic Video Segmentation
Byungju Kim, Junho Yim, Junmo Kim
Scene understanding is an essential technique in semantic segmentation. Although there exist several datasets that can be used for semantic segmentation, they are mainly focused on…
cs.LG2019
NLNL: Negative Learning for Noisy Labels
Youngdong Kim, Junho Yim, Juseung Yun +1
Convolutional Neural Networks (CNNs) provide excellent performance when used for image classification. The classical method of training CNNs is by labeling images in a supervised m…