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ORCIDKyung-Ah Sohn
Kyung-ah Sohn
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j32]Taeseong Gim
, Kyung-Ah Sohn:
Regularization Using Noise Samples Identified by the Feature Norm for Face Recognition. IEEE Access 12: 123267-123275 (2024)- [j31]Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn:
Decomposing texture and semantic for out-of-distribution detection. Expert Syst. Appl. 238(Part A): 121829 (2024) - [j30]Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn:
Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation. Int. J. Comput. Vis. 132(6): 2041-2059 (2024) - [j29]Jeong-Hyeon Moon, Garam Lee, Seung Mi Lee, Jiho Ryu, Dokyoon Kim, Kyung-Ah Sohn:
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, Soyeon Hong, Kyungsoo Park, Hyunsouk Cho, Kyung-Ah Sohn:
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, So Yeon Kim, Kyung-Ah Sohn:
CEAT: Curvature Feature Extractor Using Action Based Triplet Learning for Action Segmentation. IEEE Access 11: 79445-79454 (2023) - [j27]Jebran Khan, Kashif Ahmad, Kyung-Ah Sohn:
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, Kyung-Ah Sohn:
Attention-guided residual frame learning for video anomaly detection. Multim. Tools Appl. 82(8): 12099-12116 (2023) - [j25]Md Azher Uddin, Joolekha Bibi Joolee, Kyung-Ah Sohn:
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, Jun-Hyung Yu, Kyung-Ah Sohn:
An ensemble approach to anomaly detection using high- and low-variance principal components. Comput. Electr. Eng. 99: 107773 (2022) - [j23]Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn:
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, Joolekha Bibi Joolee, Kyung-Ah Sohn:
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, Dokyoon Kim, Kyung-Ah Sohn:
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, Dokyoon Kim, Kyung-Ah Sohn:
HiG2Vec: hierarchical representations of Gene Ontology and genes in the Poincaré ball. Bioinform. 37(18): 2971-2980 (2021) - [c33]Mansu Kim, Jaesik Kim, Jeffrey Qu, Heng Huang, Qi Long, Kyung-Ah Sohn, Dokyoon Kim, Li Shen:
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, Teemu Henrikki Laine, Gyuhwan Oh, Kyung-Ah Sohn:
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, Kyung-Ah Sohn:
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution. CVPR Workshops 2020: 1953-1961 - [c28]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. CVPR Workshops 2020: 2058-2076 - [c27]Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn:
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, Rize Jin, Kyung-Ah Sohn, Joon-Young Paik, Tae-Sun Chung:
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, Teemu Henrikki Laine, Kyung-Ah Sohn:
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, Byungkon Kang, Kyung-Ah Sohn:
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, Joshua Wing Kei Ho, Djordje Djordjevic, Hyun-hwan Jeong, Peter J. Park, Ju Han Kim:
hiHMM: Bayesian non-parametric joint inference of chromatin state maps. Bioinform. 31(13): 2066-2074 (2015) - [j9]Hyun-hwan Jeong, So Kim, Kyubum Wee, Kyung-Ah Sohn:
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, Hyunjung Shin, Yu Rang Park, Marylyn D. Ritchie, Ju Han Kim:
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, Kyubum Wee:
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, Tae-Sun Chung:
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, Kyung-Ah Sohn:
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, Kyung-Ah Sohn:
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, Jungseob Lee, Kyubum Wee, Kyung-Ah Sohn:
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, Youngsook L. Jung, Tao Liu, Burak Han Alver, Soohyun Lee, Kohta Ikegami, Kyung-Ah Sohn, Aki Minoda, Michael Y. Tolstorukov, Alex Appert, Stephen C. J. Parker, Tingting Gu, Anshul Kundaje, Nicole C. Riddle, Eric Bishop, Thea A. Egelhofer, Sheng'en Shawn Hu, Artyom A. Alekseyenko, Andreas Rechtsteiner, Dalal Asker, Jason A. Belsky, Sarah K. Bowman, Q. Brent Chen, Ron A.-J. Chen, Daniel S. Day, Yan Dong, Andrea C. Dose, Xikun Duan, Charles B. Epstein, Sevinc Ercan, Elise A. Feingold, Francesco Ferrari, Jacob M. Garrigues, Nils Gehlenborg, Peter J. Good, Psalm Haseley, Daniel He, Moritz Herrmann, Michael M. Hoffman, Tess E. Jeffers, Peter V. Kharchenko, Paulina Kolasinska-Zwierz, Chitra V. Kotwaliwale, Nischay Kumar, Sasha A. Langley, Erica Larschan, Isabel Latorre, Maxwell W. Libbrecht, Xueqiu Lin, Richard Park, Michael J. Pazin, Hoang N. Pham, Annette Plachetka, Bo Qin, Yuri B. Schwartz, Noam Shoresh, Przemyslaw Stempor, Anne Vielle, Chengyang Wang, Christina M. Whittle, Huiling Xue, Robert E. Kingston, Ju Han Kim, Bradley E. Bernstein, Abby F. Dernburg, Vincenzo Pirrotta, Mitzi I. Kuroda, William S. Noble, Thomas D. Tullius, Manolis Kellis, David M. MacAlpine, Susan Strome, Sarah C. R. Elgin, Xiaole Shirley Liu, Jason D. Lieb, Julie Ahringer, Gary H. Karpen, Peter J. Park:
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, Eric P. Xing:
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, Eric P. Xing:
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, Michael I. Jordan, Yee Whye Teh:
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, Bert Jüttler, Myung-Soo Kim, Wenping Wang:
Computing Distances between Surfaces Using Line Geometry. PG 2002: 236-245
Coauthor Index
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