Graph-Aware Unsupervised Feature Scoring Using Reconstruction Errors in GNN Embeddings

Authors: Wang, Sehee, Kim, So Yeon, Sohn, Kyung-Ah

Source: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2024 IEEE International Conference on. :1701-1704 Dec, 2024

Relation: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Social Media Informatics for Sustainable Cities and Societies: An Overview of the Applications, associated Challenges, and Potential Solutions

Authors: Khan, Jebran, Ahmad, Kashif, Jagatheesaperumal, Senthil Kumar, Ahmad, Nasir, Sohn, Kyung-Ah

Subject Terms: Physics - Physics and Society, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.03600

PSYDIAL: Personality-based Synthetic Dialogue Generation using Large Language Models

Authors: Han, Ji-Eun, Koh, Jun-Seok, Seo, Hyeon-Tae, Chang, Du-Seong, Sohn, Kyung-Ah

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2404.00930

Exploiting Distortion Information for Multi-degraded Image Restoration

Authors: Shin, Wooksu, Ahn, Namhyuk, Moon, Jeong-Hyeon, Sohn, Kyung-Ah

Source: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2022 IEEE/CVF Conference on. :536-545 Jun, 2022

Relation: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Interpretable temporal graph neural network for prognostic prediction of Alzheimer’s disease using longitudinal neuroimaging data

Authors: Kim, Mansu, Kim, Jaesik, Qu, Jeffrey, Huang, Heng, Long, Qi, Sohn, Kyung-Ah, Kim, Dokyoon, Shen, Li

Source: 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2021 IEEE International Conference on. :1381-1384 Dec, 2021

Relation: 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Textual variations in social media text processing applications: challenges, solutions, and trends: Textual variations in social media text processing...: J. Khan et al.

Authors: Khan, Jebran¹, jebran@ajou.ac.kr, Ahmad, Kashif², kashif.ahmad@mtu.ie, Jagatheesaperumal, Senthil Kumar³, senthilkumarj@mepcoeng.ac.in, Sohn, Kyung-Ah^1,4, kasohn@ajou.ac.kr

Source: Artificial Intelligence Review; Mar2025, Vol. 58 Issue 3, p1-48, 48p

Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection

Authors: Kim, Jiyun, Lee, Byounghan, Sohn, Kyung-Ah

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Social and Information Networks, 68T50 (Primary), 91F20 (Secondary)

Access URL: http://arxiv.org/abs/2211.00243

Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

Authors: Yoo, Jaejun, Ahn, Namhyuk, Sohn, Kyung-Ah

Source: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2020 IEEE/CVF Conference on. :8372-8381 Jun, 2020

Relation: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results

Authors: Lugmayr, Andreas, Danelljan, Martin, Timofte, Radu, Ahn, Namhyuk, Bai, Dongwoon, Cai, Jie, Cao, Yun, Chen, Junyang, Cheng, Kaihua, Chun, SeYoung, Deng, Wei, El-Khamy, Mostafa, Ho, Chiu Man, Ji, Xiaozhong, Kheradmand, Amin, Kim, Gwantae, Ko, Hanseok, Lee, Kanghyu, Lee, Jungwon, Li, Hao, Liu, Ziluan, Liu, Zhi-Song, Liu, Shuai, Lu, Yunhua, Meng, Zibo, Michelini, Pablo Navarrete, Micheloni, Christian, Prajapati, Kalpesh, Ren, Haoyu, Seo, Yong Hyeok, Siu, Wan-Chi, Sohn, Kyung-Ah, Tai, Ying, Umer, Rao Muhammad, Wang, Shuangquan, Wang, Huibing, Wu, Timothy Haoning, Wu, Haoning, Yang, Biao, Yang, Fuzhi, Yoo, Jaejun, Zhao, Tongtong, Zhou, Yuanbo, Zhuo, Haijie, Zong, Ziyao, Zou, Xueyi

Source: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Computer Vision and Pattern Recognition Workshops (CVPRW),2020 IEEE/CVF Conference on. :2058-2076 Jun, 2020

Relation: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution

Authors: Ahn, Namhyuk, Yoo, Jaejun, Sohn, Kyung-Ah

Source: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Computer Vision and Pattern Recognition Workshops (CVPRW),2020 IEEE/CVF Conference on. :1953-1961 Jun, 2020

Relation: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Text-free diffusion inpainting using reference images for enhanced visual fidelity

Authors: Kim, Beomjo, Sohn, Kyung-Ah

Source: In Pattern Recognition Letters October 2024 186:221-228

What is Wrong with One-Class Anomaly Detection?

Authors: Park, JuneKyu, Moon, Jeong-Hyeon, Ahn, Namhyuk, Sohn, Kyung-Ah

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2104.09793

Improving Generative Adversarial Networks with Adaptive Control Learning

Authors: Ma, Xiaohan, Jin, Rize, Sohn, Kyung-Ah, Paik, JoonYoung, Sun, Jing, Chung, Tae-Sun

Source: 2018 IEEE Visual Communications and Image Processing (VCIP) Visual Communications and Image Processing (VCIP), 2018 IEEE. :1-4 Dec, 2018

Relation: 2018 IEEE Visual Communications and Image Processing (VCIP)

Image Super-Resolution via Progressive Cascading Residual Network

Authors: Ahn, Namhyuk, Kang, Byungkon, Sohn, Kyung-Ah

Source: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2018 IEEE/CVF Conference on. :904-9048 Jun, 2018

Relation: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network

Authors: Kim, Sijin, Ahn, Namhyuk, Sohn, Kyung-Ah

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2009.14563

Decomposing texture and semantic for out-of-distribution detection

Authors: Moon, Jeong-Hyeon, Ahn, Namhyuk, Sohn, Kyung-Ah

Source: In Expert Systems With Applications 15 March 2024 238 Part A

Image Distortion Detection Using Convolutional Neural Network

Authors: Ahn, Namhyuk, Kang, Byungkon, Sohn, Kyung-Ah

Source: 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR) ACPR Pattern Recognition (ACPR), 2017 4th IAPR Asian Conference on. :220-225 Nov, 2017

Relation: 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR)

Finding Compact Class Sets for Korean Font Image Classification

Authors: Shin, Seungwon, Kim, Dongkyu, Park, Homin, Kang, Byungkon, Sohn, Kyung-Ah

Source: 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR) ACPR Pattern Recognition (ACPR), 2017 4th IAPR Asian Conference on. :226-231 Nov, 2017

Relation: 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR)

Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets

Authors: Yim, Jonghwa, Sohn, Kyung-Ah

Source: 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) Digital Image Computing: Techniques and Applications (DICTA), 2017 International Conference on. :1-8 Nov, 2017

Relation: 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Multi-view network-based social-tagged landmark image clustering

Authors: Kim, So Yeon, Sohn, Kyung-Ah

Source: 2017 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2017 IEEE International Conference on. :3680-3684 Sep, 2017

Relation: 2017 IEEE International Conference on Image Processing (ICIP)