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2020 – today
- 2024
[c8]Hye-Bin Shin, Kang Yin, Seong-Whan Lee:
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution. BCI 2024: 1-4- [c7]Kang Yin, Hye-Bin Shin, Hee-Dong Kim:
Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis. BCI 2024: 1-4 - [c6]Dan Li, Hye-Bin Shin, Kang Yin, Seong-Whan Lee:
Domain-Incremental Learning Framework for Continual Motor Imagery EEG Classification Task. EMBC 2024: 1-5 - [c5]Elissa Yanting Lim, Kang Yin, Hye-Bin Shin, Seong-Whan Lee:
Baseline-Guided Representation Learning for Noise-Robust EEG Signal Classification. EMBC 2024: 1-4 - [i6]Kang Yin, Hye-Bin Shin, Dan Li, Seong-Whan Lee:
EEG-based Multimodal Representation Learning for Emotion Recognition. CoRR abs/2411.00822 (2024) - [i5]Dan Li, Hye-Bin Shin, Kang Yin:
Personalized Continual EEG Decoding Framework for Knowledge Retention and Transfer. CoRR abs/2411.11874 (2024) - 2023
- [c4]Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin, Seong-Whan Lee:
Towards Brain-based Interface for Communication and Control by Skin Touch. BCI 2023: 1-5 - [c3]Dong-Young Kim, Dong-Kyun Han, Hye-Bin Shin:
Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation. BCI 2023: 1-4 - [c2]Hye-Bin Shin, Myoung-Ki Kim, Jeong-Hyun Cho:
Towards Developing Novel and Intuitive Brain-based Control Interface via On-skin Input. BCI 2023: 1-5 - [i4]Hye-Bin Shin, Kang Yin, Seong-Whan Lee:
Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution. CoRR abs/2312.05828 (2023) - [i3]Kang Yin, Hye-Bin Shin, Hee-Dong Kim, Seong-Whan Lee:
Pioneering EEG Motor Imagery Classification Through Counterfactual Analysis. CoRR abs/2312.09456 (2023) - 2022
- [c1]Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin:
Recognition of Tactile-related EEG Signals Generated by Self-touch. BCI 2022: 1-4 - [i2]Dong-Young Kim, Dong-Kyun Han, Hye-Bin Shin:
Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation. CoRR abs/2212.13887 (2022) - 2021
- [i1]Myoung-Ki Kim, Jeong-Hyun Cho, Hye-Bin Shin:
Recognition of Tactile-related EEG Signals Generated by Self-touch. CoRR abs/2112.07123 (2021)
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