Junmo Kim

Junmo Kim

KAIST

H-index: 40

Asia-South Korea

About Junmo Kim

Junmo Kim, With an exceptional h-index of 40 and a recent h-index of 34 (since 2020), a distinguished researcher at KAIST, specializes in the field of Statistical Signal Processing, Image Processing, Computer Vision, Machine Learning, Information Theory.

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

FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection

Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep

Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered by Multiple Disparity Consistency

AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation

Real-Time Polyp Detection in Colonoscopy using Lightweight Transformer

ContextMix: A context-aware data augmentation method for industrial visual inspection systems

Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning

Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective

Junmo Kim Information

University

Position

School of Electrical Engineering

Citations(all)

8997

Citations(since 2020)

6721

Cited By

4931

hIndex(all)

40

hIndex(since 2020)

34

i10Index(all)

63

i10Index(since 2020)

50

Email

University Profile Page

KAIST

Google Scholar

View Google Scholar Profile

Junmo Kim Skills & Research Interests

Statistical Signal Processing

Image Processing

Computer Vision

Machine Learning

Information Theory

Top articles of Junmo Kim

Title

Journal

Author(s)

Publication Date

FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection

Proceedings of the AAAI Conference on Artificial Intelligence

Chanho Lee

Jinsu Son

Hyounguk Shon

Yunho Jeon

Junmo Kim

2024/3/24

Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep

arXiv preprint arXiv:2401.12001

Jae Young Lee

Woonghyun Ka

Jaehyun Choi

Junmo Kim

2024/1/22

Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered by Multiple Disparity Consistency

arXiv preprint arXiv:2401.12019

Woonghyun Ka

Jae Young Lee

Jaehyun Choi

Junmo Kim

2024/1/22

AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation

Knowledge-Based Systems

Hyungmin Kim

Sungho Suh

Sunghyun Baek

Daehwan Kim

Daun Jeong

...

2024/6/7

Real-Time Polyp Detection in Colonoscopy using Lightweight Transformer

Youngbeom Yoo

Jae Young Lee

Dong-Jae Lee

Jiwoon Jeon

Junmo Kim

2024/1/3

ContextMix: A context-aware data augmentation method for industrial visual inspection systems

Engineering Applications of Artificial Intelligence

Hyungmin Kim

Donghun Kim

Pyunghwan Ahn

Sungho Suh

Hansang Cho

...

2024/5/1

Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning

Jiwan Hur

Jaehyun Choi

Gyojin Han

Dong-Jae Lee

Junmo Kim

2024

Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective

Proceedings of the AAAI Conference on Artificial Intelligence

Hyeong Gwon Hong

Yooshin Cho

Hanbyel Cho

Jaesung Ahn

Junmo Kim

2024/3/24

Deep cross-modal steganography using neural representations

Gyojin Han

Dong-Jae Lee

Jiwan Hur

Jaehyun Choi

Junmo Kim

2023/10/8

Flexible Cross-Modal Steganography via Implicit Representations

arXiv preprint arXiv:2312.05496

Seoyun Yang

Sojeong Song

Chang D Yoo

Junmo Kim

2023/12/9

Disposable Transfer Learning for Selective Source Task Unlearning

Seunghee Koh

Hyounguk Shon

Janghyeon Lee

Hyeong Gwon Hong

Junmo Kim

2023

Test-Time Synthetic-to-Real Adaptive Depth Estimation

Eojindl Yi

Junmo Kim

2023/5/29

Generative approach for probabilistic human mesh recovery using diffusion models

Hanbyel Cho

Junmo Kim

2023

Training Cartoonization Network without Cartoon

Doyeon Kim

Dongyeun Lee

Donggyu Joo

Junmo Kim

2023/10/8

Inspecting Explainability of Transformer Models with Additional Statistical Information

arXiv preprint arXiv:2311.11378

Hoang C Nguyen

Haeil Lee

Junmo Kim

2023/11/19

Lightweight Monocular Depth Estimation via Token-Sharing Transformer

Dong-Jae Lee

Jae Young Lee

Hyunguk Shon

Eojindl Yi

Yeong-Hun Park

...

2023/5/29

Fix the noise: Disentangling source feature for controllable domain translation

Dongyeun Lee

Jae Young Lee

Doyeon Kim

Jaehyun Choi

Jaejun Yoo

...

2023

Dropmix: Reducing class dependency in mixed sample data augmentation

arXiv preprint arXiv:2307.09136

Haeil Lee

Hansang Lee

Junmo Kim

2023/7/18

INRSTEG: FLEXIBLE CROSS-MODAL LARGE CAPACITY STEGANOGRAPHY VIA IMPLICIT REPRESENTATIONS

Seoyun Yang

Sojeong Song

Chang D Yoo

Junmo Kim

2023/10/13

Implicit 3d human mesh recovery using consistency with pose and shape from unseen-view

Hanbyel Cho

Yooshin Cho

Jaesung Ahn

Junmo Kim

2023

See List of Professors in Junmo Kim University(KAIST)