Uiwon Hwang

According to our database, Uiwon Hwang authored at least 11 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Stein Latent Optimization for Generative Adversarial Networks.

Uiwon Hwang, Heeseung Kim, Dahuin Jung, Hyemi Jang, Hyungyu Lee, Sungroh Yoon

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

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

Ho Bae, Younghan Lee, Yohan Kim, Uiwon Hwang, Sungroh Yoon, Yunheung Paek

IEEE Trans. Artif. Intell., 2021

Stein Latent Optimization for GANs.

Uiwon Hwang, Heeseung Kim, Dahuin Jung, Hyemi Jang, Hyungyu Lee, Sungroh Yoon

CoRR, 2021

2019

How Generative Adversarial Networks and Their Variants Work: An Overview.

Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo, Sungroh Yoon

ACM Comput. Surv., 2019

PuVAE: A Variational Autoencoder to Purify Adversarial Examples.

Uiwon Hwang, Jaewoo Park, Hyemi Jang, Sungroh Yoon, Nam Ik Cho

IEEE Access, 2019

HexaGAN: Generative Adversarial Nets for Real World Classification.

Uiwon Hwang, Dahuin Jung, Sungroh Yoon

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Intelligent Knowledge Tracing: More Like a Real Learning Process of a Student.

Heonseok Ha, Yongjun Hong, Uiwon Hwang, Sungroh Yoon

CoRR, 2018

Reinforcement Learning based Recommender System using Biclustering Technique.

Sungwoon Choi, Heonseok Ha, Uiwon Hwang, Chanju Kim, Jung-Woo Ha, Sungroh Yoon

CoRR, 2018

2017

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

Yongjun Hong, Uiwon Hwang, Jaeyoon Yoo, Sungroh Yoon

CoRR, 2017

Disease Prediction from Electronic Health Records Using Generative Adversarial Networks.

Uiwon Hwang, Sungwoon Choi, Sungroh Yoon

CoRR, 2017

A SeqGAN for Polyphonic Music Generation.

Sang-gil Lee, Uiwon Hwang, Seonwoo Min, Sungroh Yoon

CoRR, 2017