Seul-Ki Yeom

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 9

Top Topics

Pruning Algorithms

Pruning Methods

Principal Components

Temporal Analysis

Top Venues

Pattern Recognit.

Publications

Seul-Ki Yeom, Julian von Klitzing
U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation. CoRR (2023)
Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin, Alexander Binder, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek
Pruning by explaining: A novel criterion for deep neural network pruning. Pattern Recognit. 115 (2021)
Seul-Ki Yeom, Kyung-Hwan Shim, Jee-Hyun Hwang
Toward Compact Deep Neural Networks via Energy-Aware Pruning. CoRR (2021)
Thibault Castells, Seul-Ki Yeom
Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy. CoRR (2021)
Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek
Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning. CoRR (2019)
Minji Lee, Seul-Ki Yeom, Benjamin Baird, Olivia Gosseries, Jaakko O. Nieminen, Giulio Tononi, Seong-Whan Lee
Spatio-temporal analysis of EEG signal during consciousness using convolutional neural network. BCI (2018)
Minji Lee, Robert D. Sanders, Seul-Ki Yeom, Dong-Ok Won, Hwi-Jae Kim, Bo-Ram Lee, Kwang-Suk Seo, Hyun Jeong Kim, Giulio Tononi, Seong-Whan Lee
Change in functional networks for transitions between states of consciousness during midazolam-induced sedation. EMBC (2017)
Seul-Ki Yeom, Hwi-Jae Kim, Kwang-Suk Seo, Hyun Jeong Kim, Seong-Whan Lee
EEG-based Classification of Consciousness during Sedation Using Global Spectra Principal Components. ACPR (2017)
Hwi-Jae Kim, Seul-Ki Yeom, Kwang-Suk Seo, Hyun Jeong Kim, Seong-Whan Lee
Classification of midazolam-induced sedation depth based on spatial and spectral analysis. BCI (2017)
Seul-Ki Yeom, Siamac Fazli, Seong-Whan Lee
P300 visual speller based on random set presentation. BCI (2014)
Seul-Ki Yeom, Siamac Fazli, Klaus-Robert Müller, Seong-Whan Lee
Towards an enhanced ERP speller based on the visual processing of face familiarity. EMBC (2014)
Seul-Ki Yeom, Heung-Il Suk, Seong-Whan Lee
Person authentication from neural activity of face-specific visual self-representation. Pattern Recognit. 46 (4) (2013)
Seul-Ki Yeom, Heung-Il Suk, Seong-Whan Lee
Eeg-based person authentication using face stimuli. BCI (2013)
Seul-Ki Yeom, Siamac Fazli, Jan Mehnert, Benjamin Blankertz, Jens Steinbrink, Klaus-Robert Müller, Seong-Whan Lee
Multimodal imaging technique for rapid response brain-computer interface feedback. BCI (2013)