Projects
2023
Network Intelligence
Artificial intelligence to manage virtual network functions
collaboration with POSTECH
funded by IITP
2018.06~2023.12
Word representation in deep learning models for NLP
backpropagation though discrete words, adversarial examples of words, etc.
funded by NRF
2022.03~2025.02
2022
network intelligence (IITP)
word representation in deep learnign models for NLP (NRF)
2021
network intelligence (IITP)
neural machine translation for new coined terms (SmileGate)
2020
network intelligence (IITP)
fundamental research (NRF)
audio compression with recurrent neural networks (ETRI)
driver monitoring system (VADAS)
2019
automatic parking system based on reinforcement learning (VADAS)
network intelligence (IITP)
fundamental research (NRF)
2018
smart factory, VOD prediction (POSCO)
model compression (VADAS)
network intelligence (IITP)
fundamental research (NRF)
2017
smart factory, Load balancing (POSCO)
blind spot detection (VADAS)
fundamental research (NRF)
sentence generation (SKT)
advisory on neural machine translation (Kakao)
recommendation system (Pet Shop, Triniti)
neural machine translation with limited corpus (Handong Global University)