CCTV Image Sequence Generation and Modeling Method for Video Anomaly Detection Using Generative Adversarial Network. - Wonsup Shin; Sung-Bae Cho (IDEAL (1), 2018)

Cycle-Consistent InfoGAN for Speech Enhancement in Various Background Noises. - Wonsup Shin; Sung-Bae Cho (SITIS, 2019)

Mature GAIL: Imitation Learning for Low-level and High-dimensional Input using Global Encoder and Cost Transformation. - Wonsup Shin; Hyolim Kang; Sunghoon Hong (CoRR, 2019)

Automatic Financial Trading Agent for Low-risk Portfolio Management using Deep Reinforcement Learning. - Wonsup Shin; Seok-Jun Bu; Sung-Bae Cho (CoRR, 2019)

Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network. - Wonsup Shin; Tae-Young Kim; Sung-Bae Cho (CoRR, 2019)

3D-Convolutional Neural Network with Generative Adversarial Network and Autoencoder for Robust Anomaly Detection in Video Surveillance. - Wonsup Shin; Seok-Jun Bu; Sung-Bae Cho (Int. J. Neural Syst., 2020)