Kyung-Ah Sohn

Full Professor, Ajou University

Joined

April 2017

Names

Kyung-Ah Sohn

Emails

****@ajou.ac.kr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

Ajou University (ajou.ac.kr)

2013 – Present

Advisors, Relations & Conflicts

PhD Advisor

Eric P. Xing

2005 – 2011

Expertise

biomedical informatics

Present

anomaly detection

Present

data embedding

Present

multi-view learning

Present

natural language processing

Present

Publications

Exploiting Distortion Information for Multi-degraded Image Restoration
Wooksu Shin, Namhyuk Ahn, Jeong-Hyeon Moon, Kyung-Ah Sohn
- NTIRE 2022 New Trends in Image Restoration and Enhancement workshop and challenges on image and video processing in conjunction with CVPR 2022
- Readers: Everyone
Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
- Int. J. Comput. Vis. 2024
- Readers: Everyone
OmniStitch: Depth-Aware Stitching Framework for Omnidirectional Vision with Multiple Cameras
Soo-ho Kim, Soyeon Hong, Kyungsoo Park, Hyunsouk Cho, Kyung-Ah Sohn
- MM2024 Poster
- Readers: Everyone
Decomposing texture and semantic for out-of-distribution detection
Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn
- Expert Syst. Appl. 2024
- Readers: Everyone
Regularization Using Noise Samples Identified by the Feature Norm for Face Recognition
Taeseong Gim, Kyung-Ah Sohn
- IEEE Access 2024
- Readers: Everyone
PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models
Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn
- LREC/COLING 2024
- Readers: Everyone
Deep Multi-Modal Network Based Automated Depression Severity Estimation
Md Azher Uddin, Joolekha Bibi Joolee, Kyung-Ah Sohn
- IEEE Trans. Affect. Comput. 2023
- Readers: Everyone
Attention-guided residual frame learning for video anomaly detection
Jun-Hyung Yu, Jeong-Hyeon Moon, Kyung-Ah Sohn
- Mar 2023 (modified: 24 Apr 2023)
- Multim. Tools Appl. 2023
- Readers: Everyone
An Efficient Character-Level Adversarial Attack Inspired by Textual Variations in Online Social Media Platforms
Jebran Khan, Kashif Ahmad, Kyung-Ah Sohn
- Comput. Syst. Sci. Eng. 2023
- Readers: Everyone
CEAT: Curvature Feature Extractor Using Action Based Triplet Learning for Action Segmentation
Seungmin Jang, Jeong-Hyeon Moon, So Yeon Kim, Kyung-Ah Sohn
- IEEE Access 2023
- Readers: Everyone

View all 66 publications

Co-Authors

View all 189 co-authors