© 2018 by MLAI Lab, KAIST School of Computing, KOREA.

PROJECTS

CURRENT
RESEARCH PROJECTS

Improving Generalization and Reliability of Any Deep Neural Networks (10/2018 ~ 09/2019) (PI) 
Funded by 
Google

Exploiting Temporal Locality in CNN-RNN Architectures (09/2018 ~ 06/2020) (PI)

Funded by Samsung Electronics

Massive Machine Learning – KAIST MARS AI Integrated Research Center (08/2018 ~ 02/2024) (co-PI) 

Funded by National Research Foundation

Fast CNN-RNN Model Using Temporal Localization for Autonomous Driving (07/2018 ~ 06/2020) (PI) 

Funded by Samsung Electronics

Adaptive Machine Learning Technology Development for Intelligent Autonomous Digital Companion (01/2018 ~ 08/2020) (Collaborator) 

Funded by Institution for Information & Communications & Technology Promotion (IITP)

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

Funded by Samsung Electronics

Explainable Artificial Intelligence – Next Generation Artificial Intelligence (08/2017 ~ 07/2021) (co-PI) 
Funded by 
Institution for Information & Communications & Technology Promotion (IITP)

Petaflop-Scale Machine Learning Framework – Next Generation High-Performance Computing

(11/2016 ~ 07/2021) (co-PI) 
Funded by 
National Research Foundation

Human-Inspired Large Scale Visual Recognition System (12/2015 ~ 01/2020) (PI)

Funded by Samsung Electronics

COMPLETED
RESEARCH PROJECTS

Deep-Learning Based Survivor Detection System for Unmanned Aerial Vehicles (09/2016 ~ 03/2019) (PI) 

Funded by National Research Foundation

Semantic-Based Interactive Learning System for Visual Recognition (11/2015 ~ 10/2018) (PI) 

Funded by National Research Foundation

Affective Conversational Agents (5/2017 ~ 09/2018) (PI) 
Funded by 
Naver

Semantic and Contextual Dialogue Generation Using Generative Adversarial Networks (04/2017 ~ 12/2017) (PI) 
Funded by 
SKT

Multitask Deep Learning Models for Disease Prediction from Electronic Health Records (04/2017 ~ 12/2017) (PI) 
Funded by 
AItrics

Incremental Learning for Object Detection, Pose Estimation, and Object Trajectory Estimation (09/2016 ~ 08/2017) (PI) 
Funded by 
Hyundai Motor Company

Automatic Vibration Analysis using Deep Learning (07/2016 ~ 03/2017) (PI)
Funded by 
Hyundai Motor Company

Simultaneous Object/Scene Recognition and Learning from Driving Videos (12/2015 ~ 05/2016) (PI) 
Funded by 
Hyundai Motor Company

Hazard/Accident Prediction and Evasion System Leveraging Big Data (12/2015 ~ 05/2016) (PI)
Funded by 
Hyundai Motor Company