Wonsup Shin

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Graph Embedding

Anomalous Behavior

Anomaly Detection

Top Venues

Int. J. Neural Syst.

Publications

Wonsup Shin, Seok-Jun Bu, Sung-Bae Cho
3D-Convolutional Neural Network with Generative Adversarial Network and Autoencoder for Robust Anomaly Detection in Video Surveillance. Int. J. Neural Syst. 30 (6) (2020)
Wonsup Shin, Sung-Bae Cho
Cycle-Consistent InfoGAN for Speech Enhancement in Various Background Noises. SITIS (2019)
Wonsup Shin, Hyolim Kang, Sunghoon Hong
Mature GAIL: Imitation Learning for Low-level and High-dimensional Input using Global Encoder and Cost Transformation. CoRR (2019)
Wonsup Shin, Seok-Jun Bu, Sung-Bae Cho
Automatic Financial Trading Agent for Low-risk Portfolio Management using Deep Reinforcement Learning. CoRR (2019)
Wonsup Shin, Tae-Young Kim, Sung-Bae Cho
Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network. CoRR (2019)
Wonsup Shin, Sung-Bae Cho
CCTV Image Sequence Generation and Modeling Method for Video Anomaly Detection Using Generative Adversarial Network. IDEAL (1) (2018)