Ph.D student in CSE at Seoul National University
location_on Seoul, KoreaHello!
I am a Ph.D student in CSE at Seoul National University,
and studying under the supervision of Prof. Gunhee Kim.
My research interests are in the field of Visual Localization and 3D Dense Captioning,
especially about
(i) understanding the scene from images and point clouds,
(ii) dealing with multi-modalities,
and (iii) utilizing high-level semantic information for place recognition and 3D dense captioning.
Bi-directional Contextual Attention for 3D Dense Captioning
Minjung Kim, Hyung Suk Lim, Soonyoung Lee, Bumsoo Kim*, Gunhee Kim*
ECCV 2024 (Oral presentation)
[arXiv]
[pdf]
[poster]
[HTML]
Rethinking the Role of Queries in 3D Dense Captioning
Minjung Kim, Gunhee Kim
KCC 2024
See It All: Contextualized Late Aggregation for 3D Dense Captioning
Minjung Kim, Hyung Suk Lim, Seung Hwan Kim, Soonyoung Lee,
Bumsoo Kim*, Gunhee Kim*
ACL 2024 Findings
[OpenReview]
[arXiv]
[pdf]
[Underline]
EP2P-Loc: End-to-End 3D Point to 2D Pixel Localization for Large-Scale Visual Localization
Minjung Kim, Junseo Koo, Gunhee Kim
ICCV 2023
[arXiv]
[pdf]
[code]
Indoor/Outdoor Transition Recognition Based on Door Detection
Seohyun Jeon, Minjung Kim, Seunghwan Park, Jaeyoung Lee
UR 2022
[pdf]
Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration
Jaekyeom Kim, Minjung Kim, Dongyeon Woo, Gunhee Kim
ICLR 2021
[OpenReview]
[arXiv]
[pdf]
[talk]
[code]
Logo Detection and Recognition Algorithm using YOLO-v3 Model
Minjung Kim, Sungen Kim, Gunhee Kim
CICS 2020
[pdf]
Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks
Youngjin Kim, Minjung Kim, Gunhee Kim
ICLR 2018
[OpenReview]
[arXiv]
[pdf]
[code]
Machine Learning for Determining Duplicate Question
Minjung Kim, Yeongjoon Park, Hyungsuk Lim, Jihoon Yang
KCS 2017
Sketch based Face Image Generation with Text Mapping
Minjung Kim, Hyung Suk Lim, Yeongjoon Park, Yeseul Joo, Myoungwan Koo
KCS 2017
Reviewer of International Conferences
European Conference on Computer Vision (ECCV) 2024
International Conference on Computer Vision (ICCV) 2023
Conference on Computer Vision and Pattern Recognition (CVPR) 2023
Asian Conference on Computer Vision (ACCV) 2022
International Conference on Learning Representations (ICLR) 2022, 2023
Neural Information Processing Systems (NeurIPS) 2021, 2022, 2023, 2024
Technical Coaching
2022-3 SK hynix ML Engineer Technical Coaching