jin young choi

jin young choi

Seoul National University

H-index: 46

Asia-South Korea

About jin young choi

jin young choi, With an exceptional h-index of 46 and a recent h-index of 30 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Intelligent control, machine learning, computer vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Confidence-Based Feature Imputation for Graphs with Partially Known Features

Balanced Energy Regularization Loss for Out-of-Distribution Detection

Diffusion with Synthetic Features: Feature Imputation for Graphs with Partially Observed Features

Three Factors to Improve Out-of-Distribution Detection

RoCOCO: Robustness Benchmark of MS-COCO to Stress-test Image-Text Matching Models

Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning

SWAG-Net: Semantic Word-Aware Graph Network for Temporal Video Grounding

The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification

jin young choi Information

University

Position

professor of electrical and computer engineering

Citations(all)

11074

Citations(since 2020)

6559

Cited By

6949

hIndex(all)

46

hIndex(since 2020)

30

i10Index(all)

128

i10Index(since 2020)

61

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

jin young choi Skills & Research Interests

Intelligent control

machine learning

computer vision

Top articles of jin young choi

Title

Journal

Author(s)

Publication Date

Confidence-Based Feature Imputation for Graphs with Partially Known Features

arXiv preprint arXiv:2305.16618

Daeho Um

Jiwoong Park

Seulki Park

Jin Young Choi

2023/5/26

Balanced Energy Regularization Loss for Out-of-Distribution Detection

Hyunjun Choi

Hawook Jeong

Jin Young Choi

2023

Diffusion with Synthetic Features: Feature Imputation for Graphs with Partially Observed Features

Daeho Um

Sunoh Kim

Jiwoong Park

Seulki Park

Jin young Choi

2023/10/13

Three Factors to Improve Out-of-Distribution Detection

arXiv preprint arXiv:2308.01030

Hyunjun Choi

JaeHo Chung

Hawook Jeong

Jin Young Choi

2023/8/2

RoCOCO: Robustness Benchmark of MS-COCO to Stress-test Image-Text Matching Models

arXiv preprint arXiv:2304.10727

Seulki Park

Daeho Um

Hajung Yoon

Sanghyuk Chun

Sangdoo Yun

...

2023/4/21

Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning

Jongin Lim

Sangdoo Yun

Seulki Park

Jin Young Choi

2022

SWAG-Net: Semantic Word-Aware Graph Network for Temporal Video Grounding

Sunoh Kim

Taegil Ha

Kimin Yun

Jin Young Choi

2022/10/17

The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification

Seulki Park

Youngkyu Hong

Byeongho Heo

Sangdoo Yun

Jin Young Choi

2022

Learning spectral transform for 3D human motion prediction

Computer Vision and Image Understanding

Boeun Kim

Jin Young Choi

2022/10/1

Tracking Failure Prediction for Siamese Trackers Based on Channel Feature Statistics

Kyuewang Lee

Hoseok Do

Taegil Ha

Jongwon Choi

Jin Young Choi

2022/11/29

Optimization-based method removing highlights with flash/no-flash image

Optics Express

Jongwon Choi

Sangdoo Yun

Jin Young Choi

2022/6/6

Statistical Analysis on Channel-wise Cross-correlation Features in Siamese Trackers

Kyuewang Lee

Jin Young Choi

2022/11/29

How Much a Model be Trained by Passive Learning Before Active Learning?

IEEE Access

Dae Ung Jo

Sangdoo Yun

Jin Young Choi

2022/3/25

Font Representation Learning via Paired-glyph Matching

arXiv preprint arXiv:2211.10967

Junho Cho

Kyuewang Lee

Jin Young Choi

2022/11/20

Congestion-Aware Bayesian Loss for Crowd Counting

IEEE Access

Jiyeoup Jeong

Jongwon Choi

Dae Ung Jo

Jin Young Choi

2022/1/18

Global-local motion transformer for unsupervised skeleton-based action learning

Boeun Kim

Hyung Jin Chang

Jungho Kim

Jin Young Choi

2022/10/23

Method and apparatus for processing image

2020/9/15

Influential Rank: A New Perspective of Post-training for Robust Model against Noisy Labels

Seulki Park

Hwanjun Song

Daeho Um

Dae Ung Jo

Sangdoo Yun

...

2021/6/14

Differentiable Forward and Backward Fixed-Point Iteration Layers

IEEE Access

Younghan Jeon

Minsik Lee

Jin Young Choi

2021/1/22

AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks

Proceedings of the AAAI Conference on Artificial Intelligence

Youngmin Ro

Jin Young Choi

2021/5/18

See List of Professors in jin young choi University(Seoul National University)

Co-Authors

H-index: 56
Jay Farrell

Jay Farrell

University of California, Riverside

H-index: 45
Yiannis Demiris

Yiannis Demiris

Imperial College London

H-index: 44
Hong Seok Choi

Hong Seok Choi

Chosun University

H-index: 35
Songhwai Oh

Songhwai Oh

Seoul National University

H-index: 30
Dongkyoung Chwa

Dongkyoung Chwa

Ajou University

H-index: 29
Hyung Jin Chang

Hyung Jin Chang

University of Birmingham

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