Jin-Hwi Park (박진휘)

Assistant Professor | jinhwipark@cau.ac.kr

CV(Feb 28,2025 updated) | Google Scholar | LinkedIn | Github

I am an Assistant Professor at the Graduate School of Advanced Imaging Science, Multimedia & Film, Chung-Ang University. Previously, I received my Ph.D. in Artificial Intelligence at Gwangju Institute of Science and Technology (GIST). Before that, I earned my B.S. dual degree in Mathematics and Convergence Software from Sogang University. My research focuses on computer vision, robotics, and the interdisciplinary application of AI, integrating insights from mathematics, engineering, and diverse domains to address real-world challenges.

LAB LAUNCH & RECRUITMENT

Computer Vision & Social Artificial Intelligence Lab [CSILab] will officially open in
September 2025 at Chung-Ang University GSAIM.

I'm currently looking for highly motivated graduate students who have interests in
computer vision, robotics, or transdisciplinary research.

If you are interested in joining our team, please contact me at jinhwipark@cau.ac.kr.

NEWS

03/2025: I have joined Chung-Ang University GSAIM as an Assistant Professor!!
01/2025: Honored to receive the Bronze Prize at the 31st Samsung Humantech Paper Awards.
01/2025: Honored to be the Recipient of the Outstanding Research Award at the GIST 2025 Graduation Ceremony.
12/2024: Honered to be Winner of the Qualcomm Innovation Fellowship Korea 2024.
12/2024: Honored to be the Top Scholar for the Student Research Achievement Scholarship, GIST.
11/2024: Honored to be the Recipient of the 11th Sunseom Scholarship from the Development Foundation, GIST.
09/2024: 1 paper accepted to NeurIPS 2024 and selected as Top Reviewer.
07/2024: I attend ICVSS 2024 at Sicily, Italy
04/2024: 1 paper accepted to TPAMI (Impact Factor: 20.8)
02/2024: 1 paper accepted to CVPR 2024
01/2024: 1 paper accepted to ICLR 2024

(Contributed as a first author)

RESEARCH INTERESTS

Computer Vision: Low-level Vision[4, 6, 8, 10], 3D Vision[4, 7, 8, 10]
Robotics: Sensor Fusion[4, 7, 10], Environmental Sensing[1, 7, 9], Trajectory Prediction[2, 3]
Transdisciplinarity: Mathematics[2, 4, 7], Optics[5, 6], Social Science[1, 9]

PUBLICATIONS

[10] A Simple yet Universal Framework for Depth Completion

Jin-Hwi Park and Hae-Gon Jeon
The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
[Paper] / [Source Code]

[9] What Makes Deviant Places?

Jin-Hwi Park*, Young-Jae Park*, Ilyung Cheong, Junoh Lee, Young Eun Huh, and Hae-Gon Jeon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (IF: 20.8), 2024
[Paper] / [Source Code]

[8] Depth Prompting for Sensor-agnostic Depth Estimation

Jin-Hwi Park, Chanhwi Jeong, Junoh Lee and Hae-Gon Jeon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024
[Paper] / [Source Code]

[7] Geometry-Aware Projective Mapping for Unbounded Neural Radiance Fields

Junoh Lee, Hyunjun Jung, Jin-Hwi Park, Inhwan Bae and Hae-Gon Jeon
The Twelfth International Conference on Learning Representations (ICLR), 2024
[Paper] / [Source Code]

[6] DeepGT: Deep Learning-based Quantification of Nanosized Bioparticles in Brightfield Micrographs of Gires-Tournois Biosensor

Jiwon Kang*, Young Jin Yoo*, Jin-Hwi Park*, Joo Hwan Ko, Seungtaek Kim, Stefan G. Stanciu, Harald A. Stenmark, Jin Ah Lee, Abdullah Al Mahmud, Hae-Gon Jeon and Young Min Song
Nano Today (IF: 13.2), 2023
[Paper] / [Source Code]

[5] Full-control and Switching of Optical Fano Resonance by Continuum State Engineering

Joo Hwan Ko*, Jin-Hwi Park*, Young Jin Yoo*, Sehui Chang, Jiwon Kang, Aiguo Wu, Fang Yang, Sejeong Kim, Hae-Gon Jeon and Young Min Song
Advanced Science (IF: 14.3), 2023
[Paper] / [Source Code]

[4] Learning Affinity with Hyperbolic Representation for Spatial Propagation

Jin-Hwi Park, Jaesung Choe, Inhwan Bae and Hae-Gon Jeon
The Fortieth International Conference on Machine Learning (ICML), July 2023
[Paper] / [Source Code]

[3] Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction

Inhwan Bae, Jin-Hwi Park and Hae-Gon Jeon
European Conference on Computer Vision (ECCV), Oct 2022
[Paper] / [Source Code]

[2] Non-Probability Sampling Network for Stochastic Human Trajectory Prediction

Inhwan Bae, Jin-Hwi Park and Hae-Gon Jeon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022
[Paper] / [Source Code]

[1] DevianceNet: Learning to Predict Deviance from A Large-scale Geo-tagged Dataset

Jin-Hwi Park*, Young-Jae Park*, Junoh Lee and Hae-Gon Jeon
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), Feb 2022
[Paper] / [Source Code & Dataset]

HONORS & AWARDS

Bronze Prize, 31st HumanTech Paper Award, Samsung Electronics Co., Ltd., Feb 2025. [Certificate]
Top Scholar, Student Research Achievement Scholarship, GIST, Dec 2024. [Certificate]
Winner, Qualcomm Innovation Fellowship Korea, Qualcomm Technologies, Inc., Dec 2024. [News] [Certificate]
Top Reviewers of NeurIPS 2024, Vancouver, Canada, Dec 2024. [link]
11th Sunseom Scholarship, Development Foundation, GIST, Nov 2024. [link] [Certificate]
International Computer Vision Summer School, Sicily, Italy, Jul 2024. [Certificate of Attendance]
International Computer Vision Summer School Examination, Sicily, Italy, Jul 2024. [Examination Certificate]
RA Student Research Achievement Scholarship, AI Graduate School, GIST, Dec 2023.
RA Student Research Achievement Scholarship, AI Graduate School, GIST, Dec 2022.
Finalist, 2022 Qualcomm Innovation Fellowship Korea, Qualcomm Technologies, Inc., Nov 2022.
Overseas Internship Program Scholarship Funding, AI Graduate School, GIST, Sep 2022.

PATENT

Model learning method and system capable of sensor-agnostic depth map inference through depth prompting, and depth map inference method and system using the same (US).
US Patent App. 19/002,363, Dec 2024
Method and system for implementing radiance field using adaptive mapping function (US).
US Patent App. 19/002,445, Dec 2024
Depth map estimation method and system using a universal framework (KR).
KR Patent App. 10-2024-0177675, Dec 2024
Radiance field implementation method and system using adaptive mapping function. (KR)
KR Patent App. 10-2024-0044389, Apr 2024
Learning method and system capable of sensor-agnostic depth map estimation through depth prompting. (KR)
KR Patent App. 10-2024-0041415, Mar 2024
Parameter determination method for porous fano resonant structure. (KR)
KR Patent App. 10-2023-0085357, Jul 2023
Optical microscopy image enhancement method using AI model. (KR)
KR Patent App. 10-2023-0094453, Jun 2023
Pedestrian trajectory prediction method using non‑probability sampling. (US) [Google Patents]
US Patent App. 18/174,716, Feb 2023
Image convolutional method in hyperbolic space. (US) [Google Patents]
US Patent App. 17/813,963, Jul 2022
Image convolutional method in hyperbolic space. (KR) [Certificate of Patent]
KR Patent No. 10-2388760, Apr 2022
Pedestrian trajectory prediction method using grouping pedestrians. (KR) [Certificate of Patent]
KR Patent App. 10-0052202, Apr 2022
Pedestrian trajectory prediction method using non‑probability sampling. (KR)
KR Patent App. 10-2022-0032099, Mar 2022
Safety information provision apparatus. (KR) [Certificate of Patent]
KR Patent No. 10-2518331, Mar 2021
Deviance recognition apparatus. (KR)
KR Patent App. 10-2020-0157403, Nov 2020

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