Inseop Chung

Researcher, Samsung Electronics

Joined

September 2019

Names

Inseop Chung (Preferred)

Emails

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

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Samsung Electronics (samsung.com)

2024 – Present

PhD student

Seoul National University (snu.ac.kr)

2019 – 2024

Undergrad student

Yonsei University (yonsei.ac.kr)

2012 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Nojun Kwak

2019 – Present

Expertise

computer vision

deep learning

knowledge distillation

domain adaptation

2019 – Present

Publications

Continual Test-Time Adaptation by Leveraging Source Prototypes and Exponential Moving Average Target Prototypes
Inseop Chung, Kyomin Hwang, Jayeon Yoo, Nojun Kwak
- Submitted to ICLR 2024
- Readers: Everyone
End-to-End Multi-Object Detection with a Regularized Mixture Model
Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak
- ICML 2023 Poster
- Readers: Everyone
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation
Inseop Chung, Jayeon Yoo, Nojun Kwak
- 2023 (modified: 07 Mar 2023)
- WACV (Workshops) 2023
- Readers: Everyone
X-MAS: Extremely Large-Scale Multi-Modal Sensor Dataset for Outdoor Surveillance in Real Environments
Dong-Ki Noh, Changki Sung, Teayoung Uhm, Wooju Lee, Hyungtae Lim, Jaeseok Choi, Kyuewang Lee, Dasol Hong, Daeho Um, Inseop Chung, Hochul Shin, Min-Jung Kim, Hyoung-Rock Kim, SeungMin Baek, Hyun Myung
- 2023 (modified: 16 Apr 2023)
- IEEE Robotics Autom. Lett. 2023
- Readers: Everyone
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting
Byeonggeun Kim, Seunghan Yang, Inseop Chung, Simyung Chang
- 2022 (modified: 01 Nov 2022)
- INTERSPEECH 2022
- Readers: Everyone
Personalized Keyword Spotting through Multi-task Learning
Seunghan Yang, Byeonggeun Kim, Inseop Chung, Simyung Chang
- 2022 (modified: 01 Nov 2022)
- INTERSPEECH 2022
- Readers: Everyone
Unsupervised Domain Adaptation for One-Stage Object Detector Using Offsets to Bounding Box
Jayeon Yoo, Inseop Chung, Nojun Kwak
- 2022 (modified: 07 Mar 2023)
- ECCV (33) 2022
- Readers: Everyone
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation
Inseop Chung, Daesik Kim, Nojun Kwak
- 2022 (modified: 07 Mar 2023)
- WACV 2022
- Readers: Everyone
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image
Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak
- 2021 (modified: 01 Nov 2022)
- ICCV 2021
- Readers: Everyone
Density-Based Object Detection: Learning Bounding Boxes without Ground Truth Assignment
Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone

View all 12 publications

Co-Authors

View all 28 co-authors