Joint Estimation of Structured Sparsity and Output Structure in Multiple-Output Regression via Inverse-Covariance Regularization

Kyung-Ah Sohn , Seyoung Kim
international conference on artificial intelligence and statistics 1081 -1089

100
2012
Association Networks Constructed from Heterogeneous High-dimensional Genomic Features

Kyung-Ah Sohn , Reddy Rani Vangimalla
정보과학회지 32 ( 3) 54 -60

2014
Fashion Feature Extraction

Salma Abdelrahman , Kyung-Ah Sohn , Dong Yoon Kim
한국정보과학회 학술발표논문집 870 -872

2015
LAMDA at TREC CDS track 2015: Clinical Decision Support Track

Moon Soo Cha , Woo-Jin Han , Garam Lee , Minsung Kim
text retrieval conference

2015
Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets

Kyung-Ah Sohn , Jonghwa Yim
arXiv: Computer Vision and Pattern Recognition

63
2017
Embedding Senses via Dictionary Bootstrapping.

Kyung-Ah Sohn , Byungkon Kang
uncertainty in artificial intelligence

1
2017
Multi-resolution Lossless Image Compression for Progressive Transmission and Multiple Decoding Using an Enhanced Edge Adaptive Hierarchical Interpolation

Yenewondim Biadgie , Kyung-Ah Sohn , Min-sung Kim
Ksii Transactions on Internet and Information Systems 11 ( 12) 6017 -6037

2
2017
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network

Kyung-Ah Sohn , Byungkon Kang , Namhyuk Ahn
arXiv: Computer Vision and Pattern Recognition

851
2018
Efficient Deep Neural Network for Photo-realistic Image Super-Resolution

Kyung-Ah Sohn , Byungkon Kang , Namhyuk Ahn
arXiv: Computer Vision and Pattern Recognition

21
2019
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy

Kyung-Ah Sohn , Jaejun Yoo , Namhyuk Ahn
arXiv: Image and Video Processing

90
2020
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network

Kyung-Ah Sohn , Namhyuk Ahn , Sijin Kim
arXiv: Computer Vision and Pattern Recognition

3
2020
A HIERARCHICAL DIRICHLET PROCESS MIXTURE MODEL FOR HAPLOTYPE RECONSTRUCTION FROM MULTI-POPULATION DATA

Eric P. Xing , Kyung-Ah Sohn
The Annals of Applied Statistics 3 ( 2) 791 -821

22
2009
Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP On Spark

Kyung-Ah Sohn , Azher Uddin , Joolekha Bibi Joolee
IEEE Access 9 16866 -16877

2021
2021
Integrative network analysis for survival-associated gene-gene interactions across multiple genomic profiles in ovarian cancer

Hyun-hwan Jeong , Sangseob Leem , Kyubum Wee , Kyung-Ah Sohn
Journal of Ovarian Research 8 ( 1) 42 -42

20
2015
A Case Study on How to Predict Café Profit: A Dimension Reduction via Factor Analysis

Jeong-Hyeon Moon , Chae-Young Yun , Seon-Joo Park , Kyung-Ah Sohn
MUE/FutureTech 588 -593

2017
Temporal Citation Network-Based Feature Extraction for Cited Count Prediction

Ho-Min Park , Yenewondim Biadgie Sinshaw , Kyung-Ah Sohn
International Conference on Mobile and Wireless Technology 380 -388

2017
Graph-Based Spam Image Detection for Mobile Phone Spam Image Filtering

So Yeon Kim , Kyung-Ah Sohn
International Journal of Software Innovation archive 3 ( 4) 72 -86

1
2015
Speed-up Feature Detector using Adaptive Accelerated Segment Test

Yenewondim Biadgie , Kyung-Ah Sohn
IETE Technical Review 33 ( 5) 492 -504

3
2016