Siwon Kim

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 32

Top Topics

Visual Representations

Weakly Supervised

Top Venues

Publications

Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon
GrounDial: Human-norm Grounded Safe Dialog Response Generation. EACL (Findings) (2024)
Sehyun Kwak, Daeho Lee, Siwon Kim, Junghoon Park
A Real-Time Eye Gaze Tracking Based Digital Mouse. IMIS (2024)
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) (2024)
Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon
GrounDial: Human-norm Grounded Safe Dialog Response Generation. CoRR (2024)
Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
On the Impact of Knowledge Distillation for Model Interpretability. ICML (2023)
Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh
ProPILE: Probing Privacy Leakage in Large Language Models. NeurIPS (2023)
Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh
ProPILE: Probing Privacy Leakage in Large Language Models. CoRR (2023)
Ho Bae, Heonseok Ha, Siwon Kim
Privacy-Preserving Publishing of Individual-Level Medical Data for Cloud Services. BIBM (2023)
Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon
Probabilistic Concept Bottleneck Models. ICML (2023)
Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
On the Impact of Knowledge Distillation for Model Interpretability. CoRR (2023)
Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon
Probabilistic Concept Bottleneck Models. CoRR (2023)
Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space. CVPR (2023)
Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim
Grounding Visual Representations with Texts for Domain Generalization. ECCV (37) (2022)
Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization. CVPR (2022)
Hyun-Soo Choi, Dahuin Jung, Siwon Kim, Sungroh Yoon
Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim
Grounding Visual Representations with Texts for Domain Generalization. CoRR (2022)
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
Towards a Rigorous Evaluation of Time-Series Anomaly Detection. AAAI (2022)
Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization. CoRR (2022)
Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information. IEEE Access 9 (2021)
Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon
XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations. CoRR (2021)
Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon
XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations. CVPR (2021)
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
Towards a Rigorous Evaluation of Time-series Anomaly Detection. CoRR (2021)
Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon
Interpretation of NLP models through input marginalization. CoRR (2020)
Haekwon Jeong, Syed M. Raza, Dung T. Nguyen, Siwon Kim, Moonseong Kim, Hyunseung Choo
Control Plane Design for Failure Protection in Software Defined Service Function Chains. IMCOM (2020)
Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon
Interpretation of NLP models through input marginalization. EMNLP (1) (2020)
Jihun Yi, Eunji Kim, Siwon Kim, Sungroh Yoon
Information-Theoretic Visual Explanation for Black-Box Classifiers. CoRR (2020)
Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information. CoRR (2019)
Hyun-Soo Choi, Seonwoo Min, Siwon Kim, Ho Bae, Jee Eun Yoon, Inha Hwang, Dana Oh, Chang-Ho Yun, Sungroh Yoon
Learning-Based Instantaneous Drowsiness Detection Using Wired and Wireless Electroencephalography. IEEE Access 7 (2019)
Yonghoon Jeon, Siwon Kim, Hyun-Soo Choi, Yoon Gi Chung, Sun Ah Choi, Hunmin Kim, Sungroh Yoon, Hee Hwang, Ki Joong Kim
Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks. IEEE Access 7 (2019)
Rajesh Challa, Syed M. Raza, Hyunseung Choo, Siwon Kim
Capacity Planning for Virtual Resource Management in Network Slicing. IMCOM (2019)
Hyohoon Ahn, Duc Tai Le, Thien-Binh Dang, Siwon Kim, Hyunseung Choo
Hybrid Noise Reduction for Audio Captured by Drones. IMCOM (2018)
Hyun-Soo Choi, Siwon Kim, Jung Eun Oh, Jee Eun Yoon, Jung Ah Park, Chang-Ho Yun, Sungroh Yoon
XGBoost-Based Instantaneous Drowsiness Detection Framework Using Multitaper Spectral Information of Electroencephalography. BCB (2018)
Siwon Kim, Bongju Jeong
Product sequencing problem in Mixed-Model Assembly Line to minimize unfinished works. Comput. Ind. Eng. 53 (2) (2007)