Seul-Ki Yeom

According to our database, Seul-Ki Yeom authored at least 16 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Video Self-Distillation for Single-Image Encoders: A Step Toward Physically Plausible Perception.

Marcel Simon, Tae-Ho Kim, Seul-Ki Yeom

CoRR, July, 2025

U-MixFormer: UNet-Like Transformer with Mix-Attention for Efficient Semantic Segmentation.

Seul-Ki Yeom, Julian von Klitzing

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

UniForm: A Reuse Attention Mechanism Optimized for Efficient Vision Transformers on Edge Devices.

Seul-Ki Yeom, Tae-Ho Kim

CoRR, 2024

2021

Pruning by explaining: A novel criterion for deep neural network pruning.

Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin, Alexander Binder, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek

Pattern Recognit., 2021

Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy.

Thibault Castells, Seul-Ki Yeom

CoRR, 2021

Toward Compact Deep Neural Networks via Energy-Aware Pruning.

Seul-Ki Yeom, Kyung-Hwan Shim, Jee-Hyun Hwang

CoRR, 2021

2019

Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning.

Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek

CoRR, 2019

2018

Spatio-temporal analysis of EEG signal during consciousness using convolutional neural network.

Minji Lee, Seul-Ki Yeom, Benjamin Baird, Olivia Gosseries, Jaakko O. Nieminen, Giulio Tononi, Seong-Whan Lee

Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017

Change in functional networks for transitions between states of consciousness during midazolam-induced sedation.

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

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Classification of midazolam-induced sedation depth based on spatial and spectral analysis.

Hwi-Jae Kim, Seul-Ki Yeom, Kwang-Suk Seo, Hyun Jeong Kim, Seong-Whan Lee

Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017

EEG-based Classification of Consciousness during Sedation Using Global Spectra Principal Components.

Seul-Ki Yeom, Hwi-Jae Kim, Kwang-Suk Seo, Hyun Jeong Kim, Seong-Whan Lee

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2014

Towards an enhanced ERP speller based on the visual processing of face familiarity.

Seul-Ki Yeom, Siamac Fazli, Klaus-Robert Müller, Seong-Whan Lee

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

P300 visual speller based on random set presentation.

Seul-Ki Yeom, Siamac Fazli, Seong-Whan Lee

Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014

2013

Person authentication from neural activity of face-specific visual self-representation.

Seul-Ki Yeom, Heung-Il Suk, Seong-Whan Lee

Pattern Recognit., 2013

Eeg-based person authentication using face stimuli.

Seul-Ki Yeom, Heung-Il Suk, Seong-Whan Lee

Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013

Multimodal imaging technique for rapid response brain-computer interface feedback.

Seul-Ki Yeom, Siamac Fazli, Jan Mehnert, Benjamin Blankertz, Jens Steinbrink, Klaus-Robert Müller, Seong-Whan Lee

Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013