| Towards a Rigorous Evaluation of Time-series Anomaly Detection S Kim, K Choi, HS Choi, B Lee, S Yoon Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022, 2022 | 166 | 2022 |
| Propile: Probing privacy leakage in large language models S Kim, S Yun, H Lee, M Gubri, S Yoon, SJ Oh Advances in Neural Information Processing Systems 36, 2024 | 132 | 2024 |
| XProtoNet: diagnosis in chest radiography with global and local explanations E Kim, S Kim, M Seo, S Yoon Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 132 | 2021 |
| Pre-training of deep bidirectional protein sequence representations with structural information S Min, S Park, S Kim, HS Choi, B Lee, S Yoon IEEE Access 9, 123912-123926, 2021 | 70 | 2021 |
| Interpretation of NLP models through input marginalization S Kim, J Yi, E Kim, S Yoon Empirical Methods in Natural Language Processing conference (EMNLP) 2020, 2020 | 64 | 2020 |
| Probabilistic concept bottleneck models E Kim, D Jung, S Park, S Kim, S Yoon arXiv preprint arXiv:2306.01574, 2023 | 59 | 2023 |
| Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization E Kim, S Kim, J Lee, H Kim, S Yoon Computer Vision and Pattern Recognition (CVPR), 2022, 2022 | 50 | 2022 |
| Grounding Visual Representations with Texts for Domain Generalization S Min, N Park, S Kim, S Park, J Kim European Conference on Computer Vision (ECCV) 2022, 2022 | 40 | 2022 |
| Pediatric sleep stage classification using multi-domain hybrid neural networks Y Jeon, S Kim, HS Choi, YG Chung, SA Choi, H Kim, S Yoon, H Hwang, ... IEEE Access 7, 96495-96505, 2019 | 30 | 2019 |
| Imbalanced data classification via cooperative interaction between classifier and generator HS Choi, D Jung, S Kim, S Yoon IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3343-3356, 2021 | 29 | 2021 |
| XGBoost-based instantaneous drowsiness detection framework using multitaper spectral information of electroencephalography HS Choi, S Kim, JE Oh, JE Yoon, JA Park, CH Yun, S Yoon Proceedings of the 2018 ACM International Conference on Bioinformatics …, 2018 | 18 | 2018 |
| Learning-based instantaneous drowsiness detection using wired and wireless electroencephalography HS Choi, S Min, S Kim, H Bae, JE Yoon, I Hwang, D Oh, CH Yun, S Yoon IEEE Access 7, 146390-146402, 2019 | 17 | 2019 |
| Grounding counterfactual explanation of image classifiers to textual concept space S Kim, J Oh, S Lee, S Yu, J Do, T Taghavi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 9 | 2023 |
| De-stereotyping Text-to-image Models through Prompt Tuning E Kim, S Kim, C Shin, S Yoon | 8 | 2023 |
| On the impact of knowledge distillation for model interpretability H Han, S Kim, HS Choi, S Yoon arXiv preprint arXiv:2305.15734, 2023 | 8 | 2023 |
| Deep learning-assisted active noise control in a time-varying environment S Im, S Kim, S Woo, I Jang, T Han, U Hwang, WS Ohm, M Lee Journal of Mechanical Science and Technology 37 (3), 1189-1196, 2023 | 8 | 2023 |
| Information-theoretic visual explanation for black-box classifiers J Yi, E Kim, S Kim, S Yoon arXiv preprint arXiv:2009.11150, 2020 | 7 | 2020 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation HG Kim, S Kim, J Mok, S Yoon arXiv preprint arXiv:2501.04970, 2025 | | 2025 |
| Superpixel Tokenization for Vision Transformers: Preserving Semantic Integrity in Visual Tokens J Lew, S Jang, J Lee, S Yoo, E Kim, S Lee, J Mok, S Kim, S Yoon arXiv preprint arXiv:2412.04680, 2024 | | 2024 |
| Unlocking Intrinsic Fairness in Stable Diffusion E Kim, S Kim, R Entezari, S Yoon arXiv preprint arXiv:2408.12692, 2024 | | 2024 |
