Projects
2020
Network Intelligence
Artificial intelligence to manage virtual network functions
collaboration with POSTECH
funded by IITP
2018~2022
Audio Compression with Recurrent Neural Networks
RNNs and VAEs for audio compression
funded by ETRI
2020
Deep Learning Fundamental Research
dropout, neural machine translation, text generation, etc
funded by NRF
2017~2020
Driver Monitoring System
collaboration with VADAS
funded by IITP
2020
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)