Siwon Kim

43 papers A* 9Journal 24Unranked 10
YearRankTypeTitle / Venue / Authors
2025 A* conf
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation.
AAAI
HyunGi Kim, Siwon Kim, Jisoo Mok, Sungroh Yoon
2025 J jnl
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation.
CoRR
HyunGi Kim, Siwon Kim, Jisoo Mok, Sungroh Yoon
2025 J jnl
Efficient Deep Learning Approaches for Processing Ultra-Widefield Retinal Imaging.
CoRR
Siwon Kim, Wooyung Yun, Jeongbin Oh, Soomok Lee
2025 J jnl
ForestSplats: Deformable transient field for Gaussian Splatting in the Wild.
CoRR
Wongi Park, Myeongseok Nam, Siwon Kim, Sangwoo Jo, Soomok Lee
2025 A* conf
Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion.
CVPR
Eunji Kim, Siwon Kim, Minjun Park, Rahim Entezari, Sungroh Yoon
2025 J jnl
SAMDWICH: Moment-aware Video-text Alignment for Referring Video Object Segmentation.
CoRR
Seunghun Lee, Jiwan Seo, Jeonghoon Kim, Siwon Kim, Haeun Yun, Hyogyeong Jeon, Wonhyeok Choi, Jaehoon Jeong, Zane Durante, Sang Hyun Park, Sunghoon Im
2024 — conf
A Real-Time Eye Gaze Tracking Based Digital Mouse.
IMIS
Sehyun Kwak, DaeHo Lee, Siwon Kim, Junghoon Park
2024 J jnl
Contrastive Time-Series Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
HyunGi Kim, Siwon Kim, Seonwoo Min, Byunghan Lee
2024 — conf
Efficient Deep Learning Approaches for Processing Ultra-widefield Retinal Imaging.
UWF4DR@MICCAI
Siwon Kim, Wooyung Yun, Jeongbin Oh, Soomok Lee
2024 J jnl
Estimation of Moving Direction and Size of Vehicle in High-Resolution Automotive Radar System.
IEEE Trans. Intell. Transp. Syst.
Yonghee Lee, Junho Kim, Siwon Kim, Hyeonmin Lee, Seongwook Lee
2024 — conf
GrounDial: Human-norm Grounded Safe Dialog Response Generation.
EACL (Findings)
Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon
2024 J jnl
GrounDial: Human-norm Grounded Safe Dialog Response Generation.
CoRR
Siwon Kim, Shuyang Dai, Mohammad Kachuee, Shayan Ray, Tara Taghavi, Sungroh Yoon
2024 J jnl
Superpixel Tokenization for Vision Transformers: Preserving Semantic Integrity in Visual Tokens.
CoRR
Jaihyun Lew, Soohyuk Jang, Jaehoon Lee, Seungryong Yoo, Eunji Kim, Saehyung Lee, Jisoo Mok, Siwon Kim, Sungroh Yoon
2024 J jnl
Unlocking Intrinsic Fairness in Stable Diffusion.
CoRR
Eunji Kim, Siwon Kim, Rahim Entezari, Sungroh Yoon
2023 A* conf
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space.
CVPR
Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi
2023 A* conf
On the Impact of Knowledge Distillation for Model Interpretability.
ICML
Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
2023 J jnl
On the Impact of Knowledge Distillation for Model Interpretability.
CoRR
Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
2023 — conf
Privacy-Preserving Publishing of Individual-Level Medical Data for Cloud Services.
BIBM
Ho Bae, Heonseok Ha, Siwon Kim
2023 A* conf
ProPILE: Probing Privacy Leakage in Large Language Models.
NeurIPS
Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh
2023 J jnl
ProPILE: Probing Privacy Leakage in Large Language Models.
CoRR
Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh
2023 A* conf
Probabilistic Concept Bottleneck Models.
ICML
Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon
2023 J jnl
Probabilistic Concept Bottleneck Models.
CoRR
Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon
2022 A* conf
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization.
CVPR
Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon
2022 J jnl
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization.
CoRR
Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon
2022 — conf
Grounding Visual Representations with Texts for Domain Generalization.
ECCV (37)
Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim
2022 J jnl
Grounding Visual Representations with Texts for Domain Generalization.
CoRR
Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim
2022 J jnl
Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator.
IEEE Trans. Neural Networks Learn. Syst.
Hyun-Soo Choi, Dahuin Jung, Siwon Kim, Sungroh Yoon
2022 A* conf
Towards a Rigorous Evaluation of Time-Series Anomaly Detection.
AAAI
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
2021 J jnl
Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information.
IEEE Access
Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
2021 J jnl
Towards a Rigorous Evaluation of Time-series Anomaly Detection.
CoRR
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
2021 A* conf
XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations.
CVPR
Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon
2021 J jnl
XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations.
CoRR
Eunji Kim, Siwon Kim, Minji Seo, Sungroh Yoon
2020 — conf
Control Plane Design for Failure Protection in Software Defined Service Function Chains.
IMCOM
Haekwon Jeong, Syed M. Raza, Dung T. Nguyen, Siwon Kim, Moonseong Kim, Hyunseung Choo
2020 J jnl
Information-Theoretic Visual Explanation for Black-Box Classifiers.
CoRR
Jihun Yi, Eunji Kim, Siwon Kim, Sungroh Yoon
2020 — conf
Interpretation of NLP models through input marginalization.
EMNLP (1)
Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon
2020 J jnl
Interpretation of NLP models through input marginalization.
CoRR
Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon
2019 — conf
Capacity Planning for Virtual Resource Management in Network Slicing.
IMCOM
Rajesh Challa, Syed M. Raza, Hyunseung Choo, Siwon Kim
2019 J jnl
Learning-Based Instantaneous Drowsiness Detection Using Wired and Wireless Electroencephalography.
IEEE Access
Hyun-Soo Choi, Seonwoo Min, Siwon Kim, Ho Bae, Jee Eun Yoon, Inha Hwang, Dana Oh, Chang-Ho Yun, Sungroh Yoon
2019 J jnl
Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks.
IEEE Access
Yonghoon Jeon, Siwon Kim, Hyun-Soo Choi, Yoon Gi Chung, Sun Ah Choi, Hunmin Kim, Sungroh Yoon, Hee Hwang, Ki Joong Kim
2019 J jnl
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information.
CoRR
Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
2018 — conf
Hybrid Noise Reduction for Audio Captured by Drones.
IMCOM
Hyohoon Ahn, Duc-Tai Le, Thien-Binh Dang, Siwon Kim, Hyunseung Choo
2018 — conf
XGBoost-Based Instantaneous Drowsiness Detection Framework Using Multitaper Spectral Information of Electroencephalography.
BCB
Hyun-Soo Choi, Siwon Kim, Jung Eun Oh, Jee Eun Yoon, Jung Ah Park, Chang-Ho Yun, Sungroh Yoon
2007 J jnl
Product sequencing problem in Mixed-Model Assembly Line to minimize unfinished works.
Comput. Ind. Eng.
Siwon Kim, Bongju Jeong