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)