Youngchul Kwak

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Unlabeled Instances

Labeled Samples

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Youngchul Kwak, Kyeongbo Kong, Woo-Jin Song, Seong-Eun Kim
Subject-Invariant Deep Neural Networks Based on Baseline Correction for EEG Motor Imagery BCI. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Kyeongbo Kong, Junggi Lee, Youngchul Kwak, Young-Rae Cho, Seong-Eun Kim, Woo-Jin Song
Penalty based robust learning with noisy labels. Neurocomputing 489 (2022)
Youngchul Kwak, Woo-Jin Song, Seong-Eun Kim
Deep feature normalization using rest state EEG signals for Brain-Computer Interface. ICEIC (2021)
Kyeongbo Kong, Junggi Lee, Youngchul Kwak, Young-Rae Cho, Seong-Eun Kim, Woo-Jin Song
Mitigating Memorization in Sample Selection for Learning with Noisy Labels. CoRR (2021)
Youngchul Kwak, Woo-Jin Song, Byoung-Kyong Min, Seong-Eun Kim
3D CNN based Multilevel Feature Fusion for Workload Estimation. BCI (2020)
Youngchul Kwak, Kyeongbo Kong, Woo-Jin Song, Byoung-Kyong Min, Seong-Eun Kim
Multilevel Feature Fusion With 3D Convolutional Neural Network for EEG-Based Workload Estimation. IEEE Access 8 (2020)
Youngchul Kwak, Woo-Jin Song, Seong-Eun Kim
Classification of Working Memory Performance from EEG with Deep Artificial Neural Networks. BCI (2019)
Kyeongbo Kong, Junggi Lee, Youngchul Kwak, Minsung Kang, Seong Gyun Kim, Woo-Jin Song
Recycling: Semi-Supervised Learning With Noisy Labels in Deep Neural Networks. IEEE Access 7 (2019)
Youngchul Kwak, Woo-Jin Song, Seong-Eun Kim
Speckle-Noise-Invariant Convolutional Neural Network for SAR Target Recognition. IEEE Geosci. Remote. Sens. Lett. 16 (4) (2019)