Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning SK Yeom, P Seegerer, S Lapuschkin, A Binder, S Wiedemann, KR Müller, ... Pattern Recognition 115, 107899, 2021 | 280 | 2021 |
Network Properties in Transitions of Consciousness during Propofol-Induced Sedation M Lee, RD Sanders, SK Yeom, DO Won, KS Seo, HJ Kim, G Tononi, ... Scientific reports 7 (1), 16791, 2018 | 203 | 2018 |
Person Authentication from Neural Activity of Face-Specific Visual Self-Representation SK Yeom, HI Suk, SW Lee Pattern recognition 46 (4), 1159-1169, 2013 | 146 | 2013 |
An Efficient ERP-based Brain-Computer Interface using Random Set Presentation and Face Familiarity SK Yeom, S Fazli, KR Müller, SW Lee PloS one 9 (11), e111157, 2014 | 111 | 2014 |
Spatio-Temporal Dynamics of Multimodal EEG-fNIRS Signals in the Loss and Recovery of Consciousness under Sedation using Midazolam and Propofol SK Yeom, DO Won, SI Chi, KS Seo, HJ Kim, KR Müller, SW Lee PloS one 12 (11), e0187743, 2017 | 36 | 2017 |
EEG-based Person Authentication using Face Stimuli SK Yeom, HI Suk, SW Lee Brain-Computer Interface (BCI), 2013 International Winter Workshop on, 58-61, 2013 | 26 | 2013 |
Toward Compact Deep Neural Networks via Energy-Aware Pruning SK Yeom, KH Shim, JH Hwang tinyML Research Symposium, 2022 | 21 | 2022 |
Spatio-Temporal Analysis of EEG Signal during Consciousness using Convolutional Neural Network M Lee, SK Yeom, B Baird, O Gosseries, JO Nieminen, G Tononi, SW Lee 2018 6th International Conference on Brain-Computer Interface (BCI), 1-3, 2018 | 16 | 2018 |
P300 Visual Speller based on Random Set Presentation SK Yeom, S Fazli, SW Lee 2014 International Winter Workshop on Brain-Computer Interface (BCI), 1-2, 2014 | 14 | 2014 |
Change in Functional Networks for Transitions between States of Consciousness during Midazolam-Induced Sedation M Lee, RD Sanders, SK Yeom, DO Won, HJ Kim, BR Lee, KS Seo, HJ Kim, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 13 | 2017 |
U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation SK Yeom, J von Klitzing IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 25, 2025 | 10 | 2025 |
Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy T Castells, SK Yeom Association for the Advancement of Artificial Intelligence (AAAI) 2023 Workshop, 2023 | 7 | 2023 |
Multimodal imaging technique for rapid response brain-computer interface feedback SK Yeom, S Fazli, J Mehnert, B Blankertz, J Steinbrink, K Muller, SW Lee Brain-Computer Interface (BCI), 2013 International Winter Workshop on, 92-94, 2013 | 5 | 2013 |
EEG-based person authentication using face-specific self representation SK Yeom, HI Suk, SW Lee Proceedings of the Korean Information Science Society Conference, 379-382, 2011 | 4 | 2011 |
Pruning and/or Quantizing Machine Learning Predictors W Samek, S Lapuschkin, S Wiedemann, P Seegerer, Y Seul-Ki, K Mueller, ... US Patent App. 17/556,657, 2022 | 3 | 2022 |
EEG-based Classification of Consciousness during Sedation using Global Spectra Principal Components SK Yeom, HJ Kim, KS Seo, HJ Kim, SW Lee 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR), 799-803, 2017 | 1 | 2017 |
Classification of midazolam-induced sedation depth based on spatial and spectral analysis HJ Kim, SK Yeom, KS Seo, HJ Kim, SW Lee 2017 5th International Winter Conference on Brain-Computer Interface (BCI …, 2017 | 1 | 2017 |
UniForm: A Reuse Attention Mechanism Optimized for Efficient Vision Transformers on Edge Devices SK Yeom, TH Kim arXiv preprint arXiv:2412.02344, 2024 | | 2024 |
Method and System for Obtaining Transfer Learning Model based on Convergence of Model Compression and Transfer Learning SK Yeom US Patent 18/454,466, 2024 | | 2024 |
Method and Computer System for Performing Inference using a Transformer-based Model including Reused Attention Mechanism SK Yeom KR Patent App. 10-2024-0,160,160, 2024 | | 2024 |