Seul-Ki Yeom

18 papers A 1Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
VINO: Video-driven Invariance for Non-contextual Objects via Structural Prior Guided De-contextualization.
CoRR
Seul-Ki Yeom, Marcel Simon, Eunbin Lee, Tae-Ho Kim
2025 A conf
U-MixFormer: UNet-Like Transformer with Mix-Attention for Efficient Semantic Segmentation.
WACV
Seul-Ki Yeom, Julian von Klitzing
2025 J jnl
Video Self-Distillation for Single-Image Encoders: A Step Toward Physically Plausible Perception.
CoRR
Marcel Simon, Tae-Ho Kim, Seul-Ki Yeom
2024 J jnl
UniForm: A Reuse Attention Mechanism Optimized for Efficient Vision Transformers on Edge Devices.
CoRR
Seul-Ki Yeom, Tae-Ho Kim
2023 J jnl
U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation.
CoRR
Seul-Ki Yeom, Julian von Klitzing
2021 J jnl
Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy.
CoRR
Thibault Castells, Seul-Ki Yeom
2021 J jnl
Pruning by explaining: A novel criterion for deep neural network pruning.
Pattern Recognit.
Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin, Alexander Binder, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek
2021 J jnl
Toward Compact Deep Neural Networks via Energy-Aware Pruning.
CoRR
Seul-Ki Yeom, Kyung-Hwan Shim, Jee-Hyun Hwang
2019 J jnl
Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning.
CoRR
Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek
2018 — conf
Spatio-temporal analysis of EEG signal during consciousness using convolutional neural network.
BCI
Minji Lee, Seul-Ki Yeom, Benjamin Baird, Olivia Gosseries, Jaakko O. Nieminen, Giulio Tononi, Seong-Whan Lee
2017 — conf
Change in functional networks for transitions between states of consciousness during midazolam-induced sedation.
EMBC
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
2017 — conf
Classification of midazolam-induced sedation depth based on spatial and spectral analysis.
BCI
Hwi-Jae Kim, Seul-Ki Yeom, Kwang-Suk Seo, Hyun Jeong Kim, Seong-Whan Lee
2017 — conf
EEG-based Classification of Consciousness during Sedation Using Global Spectra Principal Components.
ACPR
Seul-Ki Yeom, Hwi-Jae Kim, Kwang-Suk Seo, Hyun Jeong Kim, Seong-Whan Lee
2014 — conf
P300 visual speller based on random set presentation.
BCI
Seul-Ki Yeom, Siamac Fazli, Seong-Whan Lee
2014 — conf
Towards an enhanced ERP speller based on the visual processing of face familiarity.
EMBC
Seul-Ki Yeom, Siamac Fazli, Klaus-Robert Müller, Seong-Whan Lee
2013 — conf
Eeg-based person authentication using face stimuli.
BCI
Seul-Ki Yeom, Heung-Il Suk, Seong-Whan Lee
2013 — conf
Multimodal imaging technique for rapid response brain-computer interface feedback.
BCI
Seul-Ki Yeom, Siamac Fazli, Jan Mehnert, Benjamin Blankertz, Jens Steinbrink, Klaus-Robert Müller, Seong-Whan Lee
2013 J jnl
Person authentication from neural activity of face-specific visual self-representation.
Pattern Recognit.
Seul-Ki Yeom, Heung-Il Suk, Seong-Whan Lee