PhD Students


Suhyeon Jin

  • Deep Learning based External knowledge augmented reasoning with Samsung Electronics
  • Interpretable machine learning algorithms with KIST (Explainable AI, Visualization, LRP/PatternAttribution)




Sungmin Cha

  • Machine Learning and Deep Learning
  • Deep Reinforcement Learning
  • Image Denoising using Deep Learning

Webpage





MS Students


Donggyu Lee

  • Machine Learning and Deep Learning
  • Deep Reinforcement Learning
  • Multitask Reinforcement Learning
  • Continual Learning




Hyeongmin Park

  • Human Activity Classification with On-Body Antennas
  • Continual learning
  • Multi-task Reinforcement Learning





Jungtae Lee (Samsung-sponsored)

  • Medical Image Analysis
  • System S/W

Webpage




Sunghwan Joo

  • Non Intrusive Load Monitoring(NILM) with Encored Technologies
  • Multiplicative Noise Denoising





Yongbee Park

  • Air Pollution Estimating using Deep Learning
  • Denoising using Deep Learning






Youngeun Seo (Samsung-sponsored)

  • PC(High Performance Computing) Workload Characterization for Scheduling Optimizations






BS Students


Hongjoon Ahn

  • Image Denoising using Deep Learning
  • Machine Learning and Deep Learning






Juyeon Heo

  • Interpretable machine learning including application and fundamental methods






Seungwon Oh

  • Medical Data Analysis
  • Machine Learning and Deep Learning






Wonbin Seo

  • Image Denoising using Deep Learning
  • Machine Learning and Deep Learning







Visitors


  • Changho Shin (from Encored Technologies, Inc.)
  • Jaewoong Kang (from SKKU IWTL)



Alumni