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Kyung-Ah Sohn
Kyung-ah Sohn
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2020 – today
- 2024
- [j33]Taeseong Gim
, Kyung-Ah Sohn
Regularization Using Noise Samples Identified by the Feature Norm for Face Recognition. IEEE Access 12: 123267-123275 (2024) - [j32]Jeong-Hyeon Moon
Decomposing texture and semantic for out-of-distribution detection. Expert Syst. Appl. 238(Part A): 121829 (2024) - [j31]Namhyuk Ahn, Jaejun Yoo
Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation. Int. J. Comput. Vis. 132(6): 2041-2059 (2024) - [j30]Beomjo Kim, Kyung-Ah Sohn
Text-free diffusion inpainting using reference images for enhanced visual fidelity. Pattern Recognit. Lett. 186: 221-228 (2024) - [j29]Jeong-Hyeon Moon
Frequency Domain Deep Learning With Non-Invasive Features for Intraoperative Hypotension Prediction. IEEE J. Biomed. Health Informatics 28(10): 5718-5728 (2024) - [c39]Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn:
PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models. LREC/COLING 2024: 13321-13331 - [c38]Sooho Kim
OmniStitch: Depth-Aware Stitching Framework for Omnidirectional Vision with Multiple Cameras. ACM Multimedia 2024: 10210-10219 - [i12]Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo, Du-Seong Chang, Kyung-Ah Sohn:
PSYDIAL: Personality-based Synthetic Dialogue Generation using Large Language Models. CoRR abs/2404.00930 (2024) - 2023
- [j28]Seungmin Jang, Jeong-Hyeon Moon
CEAT: Curvature Feature Extractor Using Action Based Triplet Learning for Action Segmentation. IEEE Access 11: 79445-79454 (2023) - [j27]Jebran Khan
An Efficient Character-Level Adversarial Attack Inspired by Textual Variations in Online Social Media Platforms. Comput. Syst. Sci. Eng. 47(3): 2869-2894 (2023) - [j26]Jun-Hyung Yu, Jeong-Hyeon Moon
Attention-guided residual frame learning for video anomaly detection. Multim. Tools Appl. 82(8): 12099-12116 (2023) - [j25]Md Azher Uddin
Deep Multi-Modal Network Based Automated Depression Severity Estimation. IEEE Trans. Affect. Comput. 14(3): 2153-2167 (2023) - [c37]Byounghan Lee, Jaesik Kim, Junekyu Park, Kyung-ah Sohn:
Improving Unsupervised Out-of-domain detection through Pseudo Labeling and Learning. EACL (Findings) 2023: 1001-1011 - [c36]Ji-Eun Han, Kyung-Ah Sohn:
Fluency Matters! Controllable Style Transfer with Syntax Guidance. WASSA@ACL 2023: 162-171 - 2022
- [j24]Jeong-Hyeon Moon
An ensemble approach to anomaly detection using high- and low-variance principal components. Comput. Electr. Eng. 99: 107773 (2022) - [j23]Namhyuk Ahn, Byungkon Kang
Efficient deep neural network for photo-realistic image super-resolution. Pattern Recognit. 127: 108649 (2022) - [j22]Md Azher Uddin, Joolekha Bibi Joolee, Young-Koo Lee, Kyung-Ah Sohn:
A Novel Multi-Modal Network-Based Dynamic Scene Understanding. ACM Trans. Multim. Comput. Commun. Appl. 18(1): 7:1-7:19 (2022) - [c35]Jiyun Kim, Byounghan Lee, Kyung-Ah Sohn:
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection. COLING 2022: 6644-6655 - [c34]Wooksu Shin, Namhyuk Ahn, Jeong-Hyeon Moon, Kyung-Ah Sohn:
Exploiting Distortion Information for Multi-degraded Image Restoration. CVPR Workshops 2022: 536-545 - [i11]Jiyun Kim, Byounghan Lee, Kyung-Ah Sohn:
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection. CoRR abs/2211.00243 (2022) - 2021
- [j21]Md Azher Uddin
Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP On Spark. IEEE Access 9: 16866-16877 (2021) - [j20]So Yeon Kim, Eun Kyung Choe, Manu K. Shivakumar
Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer. Bioinform. 37(16): 2405-2413 (2021) - [j19]Jaesik Kim
HiG2Vec: hierarchical representations of Gene Ontology and genes in the Poincaré ball. Bioinform. 37(18): 2971-2980 (2021) - [c33]Mansu Kim, Jaesik Kim
Interpretable temporal graph neural network for prognostic prediction of Alzheimer's disease using longitudinal neuroimaging data. BIBM 2021: 1381-1384 - [c32]Young Yun Na, Junekyu Park, Kyung-Ah Sohn:
Is Your Chatbot Perplexing?: Confident Personalized Conversational Agent for Consistent Chit-Chat Dialogue. ICAART (2) 2021: 1226-1232 - [i10]Junekyu Park, Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn:
What is Wrong with One-Class Anomaly Detection? CoRR abs/2104.09793 (2021) - 2020
- [j18]Jungryul Seo
EEG-Based Emotion Classification for Alzheimer's Disease Patients Using Conventional Machine Learning and Recurrent Neural Network Models. Sensors 20(24): 7212 (2020) - [c31]Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn:
Restoring Spatially-Heterogeneous Distortions Using Mixture of Experts Network. ACCV (2) 2020: 185-201 - [c30]Heejin Kim, Kyung-Ah Sohn:
How Positive Are You: Text Style Transfer using Adaptive Style Embedding. COLING 2020: 2115-2125 - [c29]Namhyuk Ahn, Jaejun Yoo
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution. CVPR Workshops 2020: 1953-1961 - [c28]Andreas Lugmayr, Martin Danelljan, Radu Timofte
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. CVPR Workshops 2020: 2058-2076 - [c27]Jaejun Yoo
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy. CVPR 2020: 8372-8381 - [i9]Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn:
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy. CoRR abs/2004.00448 (2020) - [i8]Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn:
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution. CoRR abs/2004.11020 (2020) - [i7]Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou:
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results. CoRR abs/2005.01996 (2020) - [i6]Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn:
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network. CoRR abs/2009.14563 (2020)
2010 – 2019
- 2019
- [j17]Xiaohan Ma
An Adaptive Control Algorithm for Stable Training of Generative Adversarial Networks. IEEE Access 7: 184103-184114 (2019) - [j16]Jungryul Seo, Teemu Henrikki Laine, Kyung-Ah Sohn
Machine learning approaches for boredom classification using EEG. J. Ambient Intell. Humaniz. Comput. 10(10): 3831-3846 (2019) - [j15]Jungryul Seo
An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data. Sensors 19(20): 4561 (2019) - [i5]Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn:
Photo-realistic Image Super-resolution with Fast and Lightweight Cascading Residual Network. CoRR abs/1903.02240 (2019) - 2018
- [c26]Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn:
Image Super-Resolution via Progressive Cascading Residual Network. CVPR Workshops 2018: 791-799 - [c25]Namhyuk Ahn
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network. ECCV (10) 2018: 256-272 - [c24]Xiaohan Ma, Rize Jin, Kyung-Ah Sohn, Joon-Young Paik, Jing Sun, Tae-Sun Chung:
Improving Generative Adversarial Networks with Adaptive Control Learning. VCIP 2018: 1-4 - [i4]Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn:
Fast, Accurate, and, Lightweight Super-Resolution with Cascading Residual Network. CoRR abs/1803.08664 (2018) - [i3]Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn:
Image Distortion Detection using Convolutional Neural Network. CoRR abs/1805.10881 (2018) - 2017
- [j14]Novino Nirmal A., Kyung-Ah Sohn, Tae-Sun Chung:
A graph model based feature set selection from short texts with application to document novelty detection. Intell. Data Anal. 21(5): 1117-1139 (2017) - [j13]Yenewondim Biadgie, Minsung Kim, Kyung-Ah Sohn:
Multi-resolution Lossless Image Compression for Progressive Transmission and Multiple Decoding Using an Enhanced Edge Adaptive Hierarchical Interpolation. KSII Trans. Internet Inf. Syst. 11(12): 6017-6037 (2017) - [c23]Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn:
Image Distortion Detection Using Convolutional Neural Network. ACPR 2017: 220-225 - [c22]Seungwon Shin, Dongkyu Kim, Homin Park, Byungkon Kang, Kyung-Ah Sohn:
Finding Compact Class Sets for Korean Font Image Classification. ACPR 2017: 226-231 - [c21]Jonghwa Yim, Kyung-Ah Sohn:
Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets. DICTA 2017: 1-8 - [c20]So Yeon Kim, Kyung-Ah Sohn:
Multi-view network-based social-tagged landmark image clustering. ICIP 2017: 3680-3684 - [c19]Garam Lee, Hyunjin Lee, Kyung-Ah Sohn:
Generating Time Series Simulation Dataset Derived from Dynamic Time-Varying Bayesian Network. ICISA 2017: 53-60 - [c18]Jeong-Hyeon Moon, Chae-Young Yun, Seon-Joo Park, Kyung-Ah Sohn:
A Case Study on How to Predict Café Profit: A Dimension Reduction via Factor Analysis. MUE/FutureTech 2017: 588-593 - [c17]Byungkon Kang, Kyung-Ah Sohn:
Embedding Senses via Dictionary Bootstrapping. UAI 2017 - [i2]Jonghwa Yim, Kyung-Ah Sohn:
Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets. CoRR abs/1710.06805 (2017) - [i1]Jonghwa Yim, Kyung-Ah Sohn:
Investigating the feature collection for semantic segmentation via single skip connection. CoRR abs/1710.08192 (2017) - 2016
- [j12]Moon Soo Cha, So Yeon Kim, Jae Hee Ha, Min-June Lee, Young-June Choi, Kyung-Ah Sohn:
Topic Model based Approach for Improved Indexing in Content based Document Retrieval. Int. J. Networked Distributed Comput. 4(1): 55-64 (2016) - [j11]Seung-Woo Choi, MoonSu Cha, Kyung-Ah Sohn
Topic category analysis on twitter via cross-media strategy. Multim. Tools Appl. 75(20): 12879-12899 (2016) - 2015
- [j10]Kyung-Ah Sohn
hiHMM: Bayesian non-parametric joint inference of chromatin state maps. Bioinform. 31(13): 2066-2074 (2015) - [j9]Hyun-hwan Jeong
Investigating the utility of clinical outcome-guided mutual information network in network-based Cox regression. BMC Syst. Biol. 9(S-1): S8 (2015) - [j8]So Yeon Kim, Kyung-Ah Sohn:
Graph-Based Spam Image Detection for Mobile Phone Spam Image Filtering. Int. J. Softw. Innov. 3(4): 72-86 (2015) - [j7]Dokyoon Kim, Je-Gun Joung, Kyung-Ah Sohn
Knowledge boosting: a graph-based integration approach with multi-omics data and genomic knowledge for cancer clinical outcome prediction. J. Am. Medical Informatics Assoc. 22(1): 109-120 (2015) - [j6]Kyung-Ah Sohn
A comment on two-locus epistatic interaction models for genome-wide association studies. J. Bioinform. Comput. Biol. 13(6): 1571004:1-1571004:15 (2015) - [c16]Novino Nirmal A., Kyung-Ah Sohn
A graph model based author attribution technique for single-class e-mail classification. ICIS 2015: 191-196 - [c15]Moon Soo Cha, So Yeon Kim, Jae Hee Ha, Min-June Lee, Young-June Choi, Kyung-Ah Sohn
CBDIR: Fast and effective content based document Information Retrieval system. ICIS 2015: 203-208 - [c14]So Yeon Kim, Kyung-Ah Sohn
Mobile phone spam image detection based on graph partitioning with Pyramid Histogram of Visual Words image descriptor. ICIS 2015: 209-214 - [c13]Sungdo Gu, So Yeon Kim, Hyun-hwan Jeong
Constructing and Exploiting Software Metrics Networks for Software Quality Assessment. ICITCS 2015: 1-5 - [c12]Alemu Molla Kebede, Kaleab Getaneh Tefrie, Kyung-Ah Sohn
Anonymous Author Similarity Identification. ICITCS 2015: 1-5 - [c11]So Yeon Kim, Sungdo Gu, Hyun-hwan Jeong
A Network Clustering Based Software Attribute Selection for Identifying Fault-Prone Modules. ICITCS 2015: 1-5 - [c10]Moon Soo Cha, Woo-Jin Han, Garam Lee, Minsung Kim, Kyung-Ah Sohn:
LAMDA at TREC CDS track 2015 - Clinical Decision Support Track. TREC 2015 - 2014
- [j5]Sangseob Leem, Hyun-hwan Jeong
Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure. Comput. Biol. Chem. 50: 19-28 (2014) - [j4]Joshua Wing Kei Ho
Comparative analysis of metazoan chromatin organization Open. Nat. 512(7515): 449-452 (2014) - [c9]Alemu Molla, Yenewondim Biadgie, Kyung-Ah Sohn
Network-Based Visualization of Opinion Mining and Sentiment Analysis on Twitter. ICITCS 2014: 1-4 - 2013
- [j3]Kyung-Ah Sohn, Dokyoon Kim, Jaehyun Lim, Ju Han Kim:
Relative impact of multi-layered genomic data on gene expression phenotypes in serous ovarian tumors. BMC Syst. Biol. 7(S-6): S9 (2013) - 2012
- [c8]Kyung-Ah Sohn, Seyoung Kim:
Joint Estimation of Structured Sparsity and Output Structure in Multiple-Output Regression via Inverse-Covariance Regularization. AISTATS 2012: 1081-1089
2000 – 2009
- 2009
- [j2]Seyoung Kim, Kyung-Ah Sohn
A multivariate regression approach to association analysis of a quantitative trait network. Bioinform. 25(12) (2009) - 2007
- [j1]Won-Sook Lee, Kyung-Ah Sohn
View Influence Analysis and Optimization for Multiview Face Recognition. EURASIP J. Image Video Process. 2007 (2007) - [c7]Kyung-Ah Sohn
Spectrum: joint bayesian inference of population structure and recombination events. ISMB/ECCB (Supplement of Bioinformatics) 2007: 479-489 - 2006
- [c6]Eric P. Xing, Kyung-Ah Sohn
Bayesian multi-population haplotype inference via a hierarchical dirichlet process mixture. ICML 2006: 1049-1056 - [c5]Kyung-Ah Sohn, Eric P. Xing:
Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space. NIPS 2006: 1305-1312 - 2005
- [c4]Haibing Ren, Kyung-ah Sohn, Seok-Cheol Kee:
Automatic 3D Face Modeling with Single Image and Perspective Projection Model. MVA 2005: 460-463 - 2004
- [c3]Won-Sook Lee, Kyung-Ah Sohn
Face Recognition Using Computer-Generated Database. Computer Graphics International 2004: 561-568 - [c2]Won-Sook Lee, Kyung-Ah Sohn:
Database Construction & Recognition for Multi-view face. FGR 2004: 350-355 - 2002
- [c1]Kyung-Ah Sohn
Computing Distances between Surfaces Using Line Geometry. PG 2002: 236-245
Coauthor Index
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last updated on 2024-12-10 21:47 CET by the dblp team
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