Uiwon Hwang

PuVAE: A Variational Autoencoder to Purify Adversarial Examples

Uiwon Hwang, Jaewoo Park, Hyemi Jang et al. · IEEE Access · 2019 · 81 citations · Full text

Reinforcement Learning based Recommender System using Biclustering Technique

Sungwoon Choi, Heonseok Ha, Uiwon Hwang et al. · arXiv (Cornell University) · 2018 · 62 citations · Full text

Artificial Intelligence, Group Recommenders, Engineering +15

Real-world prediction of preclinical Alzheimer’s disease with a deep generative model

Uiwon Hwang, Sung-Woo Kim, Dahuin Jung et al. · Artificial Intelligence in Medicine · 2023 · 26 citations · Full text

Engineering, Machine Learning, Autoencoders +21

How Generative Adversarial Networks and its variants Work: An Overview of GAN

Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo et al. · arXiv (Cornell University) · 2017 · 22 citations · Full text

Artificial Intelligence, Generative Artificial Intelligence, Engineering +15

Learn2Evade: Learning-Based Generative Model for Evading PDF Malware Classifiers

Ho Bae, Younghan Lee, Yo-Han Kim et al. · IEEE Transactions on Artificial Intelligence · 2021 · 18 citations · Full text

Artificial Intelligence, Malware Classification, Machine Learning +12