Projects

Current Research Projects

Human-Inspired Large Scale Visual Recognition System (12/2015 ~ 11/2017) (PI)
Funded by Samsung Electronics

Affective Conversational Agents (5/2017 ~ 4/2018) (PI)
Funded by Naver

Semantic-Based Interactive Learning System for Visual Recognition (11/2015 ~ 10/2018) (PI)
Funded by National Research Foundation

Multitask Deep Learning Models for Disease Prediction from Electronic Health Records (4/2017 ~ 9/2017) (PI)
Funded by AITrics

Semantic and Contextual Dialogue Generation Using Generative Adversarial Networks (4/2017 ~ 12/2017) (PI)
Funded by SKT

Deep-Learning Based Survivor Detection System for Unmanned Aerial Vehicles (9/2016 ~ 3/2019) (PI)
Funded by National Research Foundation

Explainable Artificial Intelligence – Next Generation Artificial Intelligence (8/2017 ~ 07/2021) (Collaborator)
Funded by National Research Foundation

Efficient Large-Scale Deep Learning – Neural Research Processing Center (11/2017 ~ 10/2020) (Collaborator)
Funded by Samsung Electronics

Petaflop-Scale Machine Learning Framework – Next Generation High-Performance Computing (11/2016 ~ 07/2021) (Collaborator)
Funded by National Research Foundation

Completed Research Projects

Incremental Learning for Object Detection, Pose Estimation, and Object Trajectory Estimation (9/2016 ~ 8/2017) (PI)
Funded by Hyundai Motor Company

Automatic Vibration Analysis using Deep Learning (7/2016 ~ 3/2017) (PI)
Funded by Hyundai Motor Company

Simultaneous Object/Scene Recognition and Learning from Driving Videos (12/2015 ~ 5/2016) (PI)
Funded by Hyundai NGV

Hazard/Accident Prediction and Evasion System Leveraging Big Data (12/2015 ~ 5/2016) (PI)
Funded by Hyundai NGV