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Ji Yea Chon
Researcher, Samsung Electronics, Samsung
Joined
February 2022
Names
Ji Yea Chon
(Preferred)
,
Ji-Ye Jeon
Emails
****@capp.snu.ac.kr
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Samsung Electronics,
Samsung
(samsung.com)
2024
–
Present
PhD student
Electrical and Computer Engineering,
Seoul National University
(snu.ac.kr)
2017
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Hyuk-Jae Lee
2017
–
2024
Coauthor
Dongsuk Jeon
2017
–
2024
Coauthor
Xuan-Truong Nguyen
2017
–
2024
Expertise
Deep neural network
Present
Quantization
Present
Dynamic inference
Present
Early-exit
Present
Network architecture search
Present
Computer vision
Present
early exit
Present
Publications
A Retail Object Classification Method Using Multiple Cameras for Vision-Based Unmanned Kiosks
Ji-Ye Jeon
,
Hyuk-Jae Lee
,
Jin-Sung Kim
IEEE Sensors Journal
Readers:
Everyone
Input-adaptive Mixed-Precision Framework for Efficient Object Detection
Isaac Jeong
,
Ji-Ye Jeon
,
Kihwan Kim
,
Dongsuk Jeon
,
Hyuk-Jae Lee
ISCAS 2025
Readers:
Everyone
Mitigation of Over-Confidence in Scale-Adjusted Training for Early-Exit Networks
Ji-Ye Jeon
,
Xuan Truong Nguyen
,
Hyuk-Jae Lee
ICEIC 2024
Readers:
Everyone
USDN: A Unified Sample-wise Dynamic Network with Mixed-Precision and Early-Exit
Ji-Ye Jeon
,
Xuan Truong Nguyen
,
Soojung Ryu
,
Hyuk-Jae Lee
WACV 2024
Readers:
Everyone
A Lightweight and Efficient GPU for NDP Utilizing Data Access Pattern of Image Processing
Jungwoo Choi
,
Boyeal Kim
,
Ji-Ye Jeon
,
Hyuk-Jae Lee
,
Euicheol Lim
,
Chae-Eun Rhee
Published: 01 Jan 2022, Last Modified: 18 Nov 2023
IEEE Trans. Computers 2022
Readers:
Everyone
POSTER: GPU Based Near Data Processing for Image Processing with Pattern Aware Data Allocation and Prefetching
Jungwoo Choi
,
Boyeal Kim
,
Ji-Ye Jeon
,
Hyuk-Jae Lee
,
Euicheol Lim
,
Chae-Eun Rhee
Published: 01 Jan 2019, Last Modified: 18 Nov 2023
PACT 2019
Readers:
Everyone
Co-Authors
Boyeal Kim
Chae-Eun Rhee
Dongsuk Jeon
Euicheol Lim
Hyuk-Jae Lee
Isaac Jeong
Jin-Sung Kim
Jungwoo Choi
Kihwan Kim
Soojung Ryu
Xuan Truong Nguyen