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What is Wrong with One-Class Anomaly Detection?


Apr 20, 2021
JuneKyu Park, Jeong-Hyeon Moon, Namhyuk Ahn, Kyung-Ah Sohn


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Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network


Sep 30, 2020
Sijin Kim, Namhyuk Ahn, Kyung-Ah Sohn


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


May 05, 2020
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, SeYoung 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, Yong Hyeok 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


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


Apr 23, 2020
Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn


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


Apr 23, 2020
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn


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Photo-realistic Image Super-resolution with Fast and Lightweight Cascading Residual Network


Mar 06, 2019
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn


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Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network


Oct 04, 2018
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn

* European Conference on Computer Vision (ECCV), 2018 

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Image Distortion Detection using Convolutional Neural Network


May 28, 2018
Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn

* Accepted to ACPR 2017 

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Investigating the feature collection for semantic segmentation via single skip connection


Oct 23, 2017
Jonghwa Yim, Kyung-Ah Sohn

* (In pressing) Journal of KIISE 

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Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets


Oct 18, 2017
Jonghwa Yim, Kyung-Ah Sohn

* The International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2017 

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A hierarchical Dirichlet process mixture model for haplotype reconstruction from multi-population data


Aug 20, 2009
Kyung-Ah Sohn, Eric P. Xing

* Annals of Applied Statistics 2009, Vol. 3, No. 2, 791-821 
* Published in at http://dx.doi.org/10.1214/08-AOAS225 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org

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A Multivariate Regression Approach to Association Analysis of Quantitative Trait Network


Nov 13, 2008
Seyoung Kim, Kyung-Ah Sohn, Eric P. Xing

* Submitted to The American Journal of Human Genetics 

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