Junsik Kim

Junsik Kim

KAIST

H-index: 15

Asia-South Korea

About Junsik Kim

Junsik Kim, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at KAIST, specializes in the field of Computer Vision, Machine Learning.

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

Joint-Task Regularization for Partially Labeled Multi-Task Learning

Blurry Video Compression: A Trade-Off Between Visual Enhancement and Data Compression

ENInst: Enhancing weakly-supervised low-shot instance segmentation

Active anomaly detection based on deep one-class classification

Sound source localization is all about cross-modal alignment

Event-specific audio-visual fusion layers: A simple and new perspective on video understanding

Weakly supervised contrastive learning for unsupervised vehicle reidentification

An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination

Junsik Kim Information

University

Position

___

Citations(all)

1519

Citations(since 2020)

1448

Cited By

562

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

KAIST

Google Scholar

View Google Scholar Profile

Junsik Kim Skills & Research Interests

Computer Vision

Machine Learning

Top articles of Junsik Kim

Title

Journal

Author(s)

Publication Date

Joint-Task Regularization for Partially Labeled Multi-Task Learning

arXiv preprint arXiv:2404.01976

Kento Nishi

Junsik Kim

Wanhua Li

Hanspeter Pfister

2024/4/2

Blurry Video Compression: A Trade-Off Between Visual Enhancement and Data Compression

Dawit Mureja Argaw

Junsik Kim

In So Kweon

2024

ENInst: Enhancing weakly-supervised low-shot instance segmentation

Pattern Recognition

Moon Ye-Bin

Dongmin Choi

Yongjin Kwon

Junsik Kim

Tae-Hyun Oh

2024/1/1

Active anomaly detection based on deep one-class classification

Pattern Recognition Letters

Minkyung Kim

Junsik Kim

Jongmin Yu

Jun Kyun Choi

2023/3/1

Sound source localization is all about cross-modal alignment

Arda Senocak

Hyeonggon Ryu

Junsik Kim

Tae-Hyun Oh

Hanspeter Pfister

...

2023

Event-specific audio-visual fusion layers: A simple and new perspective on video understanding

Arda Senocak

Junsik Kim

Tae-Hyun Oh

Dingzeyu Li

In So Kweon

2023

Weakly supervised contrastive learning for unsupervised vehicle reidentification

IEEE Transactions on Image Processing

Yunqiu Lv

Jing Zhang

Nick Barnes

Yuchao Dai

2024/3/27

An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination

IEEE Transactions on Neural Networks and Learning Systems

Minkyung Kim

Jongmin Yu

Junsik Kim

Tae-Hyun Oh

Jun Kyun Choi

2023/5/9

Less can be more: Sound source localization with a classification model

Arda Senocak

Hyeonggon Ryu

Junsik Kim

In So Kweon

2022

Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection

arXiv preprint arXiv:2206.00181

Fei Pan

Francois Rameau

Junsik Kim

In So Kweon

2022/6/1

Learning sound localization better from semantically similar samples

Arda Senocak

Hyeonggon Ryu

Junsik Kim

In So Kweon

2022/5/23

Camera-tracklet-aware contrastive learning for unsupervised vehicle re-identification

Jongmin Yu

Junsik Kim

Minkyung Kim

Hyeontaek Oh

2022/5/23

How does AI improve human decision-making? Evidence from the AI-powered Go program

Evidence from the AI-Powered Go Program (April 2022). USC Marshall School of Business Research Paper Sponsored by iORB, No. Forthcoming

Sukwoong Choi

Namil Kim

Junsik Kim

Hyo Kang

2022/4/1

Unsupervised deep one-class classification with adaptive threshold based on training dynamics

Minkyung Kim

Junsik Kim

Jongmin Yu

Jun Kyun Choi

2022/11/28

Audio-visual fusion layers for event type aware video recognition

arXiv preprint arXiv:2202.05961

Arda Senocak

Junsik Kim

Tae-Hyun Oh

Hyeonggon Ryu

Dingzeyu Li

...

2022/2/12

Ml-bpm: Multi-teacher learning with bidirectional photometric mixing for open compound domain adaptation in semantic segmentation

Fei Pan

Sungsu Hur

Seokju Lee

Junsik Kim

In So Kweon

2022/10/22

Resnet or densenet? introducing dense shortcuts to resnet

Chaoning Zhang

Philipp Benz

Dawit Mureja Argaw

Seokju Lee

Junsik Kim

...

2021

Normality-Calibrated Autoencoder for Unsupervised Anomaly Detection on Data Contamination

NeurIPS 2021 Workshop DGMs Applications

Jongmin Yu

Hyeontaek Oh

Minkyung Kim

Junsik Kim

2021/10/14

Motion-blurred video interpolation and extrapolation

The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

Dawit Mureja Argaw

Junsik Kim

Francois Rameau

In So Kweon

2021/3/4

Optical flow estimation from a single motion-blurred image

The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

Dawit Mureja Argaw

Junsik Kim

Francois Rameau

Jae Won Cho

In So Kweon

2021/3/4

See List of Professors in Junsik Kim University(KAIST)

Co-Authors

H-index: 157
Ming-Hsuan Yang

Ming-Hsuan Yang

University of California, Merced

H-index: 91
Hanspeter Pfister

Hanspeter Pfister

Harvard University

H-index: 83
In So Kweon

In So Kweon

KAIST

H-index: 32
Jaesik Park

Jaesik Park

Pohang University of Science and Technology

H-index: 16
François Rameau

François Rameau

KAIST

H-index: 14
Kyungdon Joo

Kyungdon Joo

Ulsan National Institute of Science and Technology

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