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Siwon Kim
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2020 – today
- 2024
- [j7]Yonghee Lee, Junho Kim
, Siwon Kim, Hyeonmin Lee, Seongwook Lee
Estimation of Moving Direction and Size of Vehicle in High-Resolution Automotive Radar System. IEEE Trans. Intell. Transp. Syst. 25(7): 7174-7186 (2024) - [j6]HyunGi Kim
Contrastive Time-Series Anomaly Detection. IEEE Trans. Knowl. Data Eng. 36(10): 5053-5065 (2024) - [c16]Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon:
GrounDial: Human-norm Grounded Safe Dialog Response Generation. EACL (Findings) 2024: 1582-1588 - [c15]Sehyun Kwak, Daeho Lee, Siwon Kim, Junghoon Park:
A Real-Time Eye Gaze Tracking Based Digital Mouse. IMIS 2024: 39-46 - [i12]Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon:
GrounDial: Human-norm Grounded Safe Dialog Response Generation. CoRR abs/2402.08968 (2024) - [i11]Eunji Kim, Siwon Kim, Rahim Entezari, Sungroh Yoon:
Unlocking Intrinsic Fairness in Stable Diffusion. CoRR abs/2408.12692 (2024) - 2023
- [c14]Ho Bae, Heonseok Ha, Siwon Kim:
Privacy-Preserving Publishing of Individual-Level Medical Data for Cloud Services. BIBM 2023: 456-461 - [c13]Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi:
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space. CVPR 2023: 10942-10950 - [c12]Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon:
On the Impact of Knowledge Distillation for Model Interpretability. ICML 2023: 12389-12410 - [c11]Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon:
Probabilistic Concept Bottleneck Models. ICML 2023: 16521-16540 - [c10]Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh:
ProPILE: Probing Privacy Leakage in Large Language Models. NeurIPS 2023 - [i10]Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon:
On the Impact of Knowledge Distillation for Model Interpretability. CoRR abs/2305.15734 (2023) - [i9]Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon:
Probabilistic Concept Bottleneck Models. CoRR abs/2306.01574 (2023) - [i8]Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh:
ProPILE: Probing Privacy Leakage in Large Language Models. CoRR abs/2307.01881 (2023) - 2022
- [j5]Hyun-Soo Choi
Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3343-3356 (2022) - [c9]Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon:
Towards a Rigorous Evaluation of Time-Series Anomaly Detection. AAAI 2022: 7194-7201 - [c8]Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon:
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization. CVPR 2022: 14238-14247 - [c7]Seonwoo Min
Grounding Visual Representations with Texts for Domain Generalization. ECCV (37) 2022: 37-53 - [i7]Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon:
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization. CoRR abs/2204.00220 (2022) - [i6]Seonwoo Min
Grounding Visual Representations with Texts for Domain Generalization. CoRR abs/2207.10285 (2022) - 2021
- [j4]Seonwoo Min
Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information. IEEE Access 9: 123912-123926 (2021) - [c6]Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon:
XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations. CVPR 2021: 15719-15728 - [i5]Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon:
XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations. CoRR abs/2103.10663 (2021) - [i4]Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon:
Towards a Rigorous Evaluation of Time-series Anomaly Detection. CoRR abs/2109.05257 (2021) - 2020
- [c5]Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon:
Interpretation of NLP models through input marginalization. EMNLP (1) 2020: 3154-3167 - [c4]Haekwon Jeong, Syed M. Raza
Control Plane Design for Failure Protection in Software Defined Service Function Chains. IMCOM 2020: 1-6 - [i3]Jihun Yi, Eunji Kim, Siwon Kim, Sungroh Yoon:
Information-Theoretic Visual Explanation for Black-Box Classifiers. CoRR abs/2009.11150 (2020) - [i2]Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon:
Interpretation of NLP models through input marginalization. CoRR abs/2010.13984 (2020)
2010 – 2019
- 2019
- [j3]Yonghoon Jeon, Siwon Kim
Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks. IEEE Access 7: 96495-96505 (2019) - [j2]Hyun-Soo Choi
Learning-Based Instantaneous Drowsiness Detection Using Wired and Wireless Electroencephalography. IEEE Access 7: 146390-146402 (2019) - [c3]Rajesh Challa, Syed M. Raza
Capacity Planning for Virtual Resource Management in Network Slicing. IMCOM 2019: 141-152 - [i1]Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon:
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information. CoRR abs/1912.05625 (2019) - 2018
- [c2]Hyun-Soo Choi
XGBoost-Based Instantaneous Drowsiness Detection Framework Using Multitaper Spectral Information of Electroencephalography. BCB 2018: 111-121 - [c1]Hyohoon Ahn, Duc-Tai Le, Thien-Binh Dang, Siwon Kim, Hyunseung Choo:
Hybrid Noise Reduction for Audio Captured by Drones. IMCOM 2018: 100:1-100:4
2000 – 2009
- 2007
- [j1]Siwon Kim, Bongju Jeong:
Product sequencing problem in Mixed-Model Assembly Line to minimize unfinished works. Comput. Ind. Eng. 53(2): 206-214 (2007)
Coauthor Index
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