Projects

2022

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

2021

  • network intelligence (IITP)

  • neural machine translation for newly 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)