Daeho Um

Daeho Um

Seoul National University

H-index: 3

Asia-South Korea

About Daeho Um

Daeho Um, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Machine Learning, Computer Vision.

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

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

Confidence-Based Feature Imputation for Graphs with Partially Known Features

X-MAS: Extremely large-scale multi-modal sensor dataset for outdoor surveillance in real environments

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

Class-attentive diffusion network for semi-supervised classification

Daeho Um Information

University

Position

___

Citations(all)

22

Citations(since 2020)

22

Cited By

0

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

Daeho Um Skills & Research Interests

Machine Learning

Computer Vision

Top articles of Daeho Um

Title

Journal

Author(s)

Publication Date

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

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

X-MAS: Extremely large-scale multi-modal sensor dataset for outdoor surveillance in real environments

IEEE Robotics and Automation Letters

DongKi Noh

Changki Sung

Teayoung Uhm

WooJu Lee

Hyungtae Lim

...

2023/1/12

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

Class-attentive diffusion network for semi-supervised classification

Proceedings of the AAAI Conference on Artificial Intelligence

Jongin Lim

Daeho Um

Hyung Jin Chang

Dae Ung Jo

Jin Young Choi

2021/5/18

See List of Professors in Daeho Um University(Seoul National University)