Siwon Kim

Researcher, Amazon

Joined

March 2020

Names

Siwon Kim (Preferred)

Emails

****@snu.ac.kr (Confirmed)

****@naver.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2025 – Present

PhD student

Electrical and Computer Engineering, Seoul National University (snu.ac.kr)

2018 – 2024

Intern

Alexa AI, Amazon (amazon.com)

2022 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Sungroh Yoon

2018 – 2024

Expertise

Explainable AI

2018 – 2024

Publications

Exploring Intrinsic Fairness in Stable Diffusion
Eunji Kim, Siwon Kim, Robin Rombach, Rahim Entezari, Sungroh Yoon
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone
De-stereotyping Text-to-image Models through Prompt Tuning
Eunji Kim, Siwon Kim, Chaehun Shin, Sungroh Yoon
- DeployableGenerativeAI
- Readers: Everyone
ProPILE: Probing Privacy Leakage in Large Language Models
Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh
- NeurIPS 2023 spotlight
- Readers: Everyone
Grounding Visual Representations with Texts for Domain Generalization
Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim
- 29 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
On the Impact of Knowledge Distillation for Model Interpretability
Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
- ICML 2023 Poster
- Readers: Everyone
Probabilistic Concept Bottleneck Models
Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon
- ICML 2023 Poster
- Readers: Everyone
Towards a Rigorous Evaluation of Time-Series Anomaly Detection
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
- 2022 (modified: 12 Nov 2022)
- AAAI 2022
- Readers: Everyone
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization
Eunji Kim, Siwon Kim, Jungbeom Lee, Hyunwoo Kim, Sungroh Yoon
- 2022 (modified: 12 Nov 2022)
- CoRR 2022
- Readers: Everyone
Grounding Visual Representations with Texts for Domain Generalization
Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim
- 2022 (modified: 12 Nov 2022)
- ECCV (37) 2022
- Readers: Everyone
Grounding Visual Representations with Texts for Domain Generalization
Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim
- 2022 (modified: 12 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 23 publications

Co-Authors

View all 36 co-authors