Taehoon Kim

Profile

Publications

Conferences

  • [1] H. Noh, T. Kim, J. Moon, B. Han, Transfer Learning via Unsupervised Task Discovery for Visual Question Answering, In CVPR 2019 [PDF]
  • [2] K. Cobbe, O. Klimov, C. Hesse, T. Kim, J. Schulman, Quantifying Generalization in Reinforcement Learning, 2018. [PDF]
  • [3] T. Kim, D. Lee, J. Choi, A. Spurlock, A. Sim, A. Todd, and K. Wu, Extracting Baseline Electricity Usage Using Gradient Tree Boosting, In DataCom 2015. [PDF]
  • [4] T. Kim, and J. Choi, Reading documents for bayesian Online Change Point Detection, In EMNLP 2015, [PDF]

Journals

  • [5] T. Kim, D. Lee, J. Choi, A. Spurlock, A. Sim, A. Todd, and K. Wu, Predicting Baseline for Analysis of Electricity Pricing, in International Journal of Big Data Intelligence, 2016. [PDF]
  • [6] J. Lee, K. Lee, C. Han, T. Kim, and S. Chong, Resource-efficient Mobile Multimedia Streaming with Adaptive Network Selection, in IEEE Transactions on Multimedia (IF: 2.536), 2016.


Research Experience

OpenAI (2018.09 ~ )

University of Southern California (2016.12 ~ 2018.09)

Seoul National University (2018.04 ~ 2018.07)

Statistical Artificial Intelligence Lab @ UNIST (2014.09 ~ 2015.10)

Lawrence Berkeley National Laboratory (2015.07 ~ 2015.09)

Mobile Social Network Lab @ UNIST (2013.01 ~ 2014.08)



Work Experience

Devsisters, Research Engineer (2016.04 ~ 2018.08)

Vingle, Software Engineer (2015.10 ~ 2016.04)

Moloco, Software Intern, Palo Alto, USA (2014.10 ~ 2015.01)

Awards

Machine Learning

Hacking

Scholarships

  • Global Scholarship for Undergraduate Research Opportunities Program, UNIST :: 2015
  • National Science and Engineering Scholarship, Korean Student Aid Foundation :: 2013
  • Academic Performance Scholarship, UNIST :: 2011-2015

ETC

  • 2016 The Best Undergraduate Award (미래창조과학부장관상)
    • Ranked 1st out of 509 undergraduates, awarded by the Minister of Science and Future Planning
  • 2014 Student Outstanding Contribution Award, awarded by the President of UNIST

  • 2013 Student Outstanding Contribution Award, awarded by the President of UNIST



Personal Projects

Machine Learning

Generative Models

Program Induction

NLP

Speech Synthesis

  • Neural Faces :: Human faces from Neural Network :: code :: demo
  • Poet Neural :: Poet born from Neural Network :: code :: demo
  • Fake Review Generator :: Fake review generator born from Neural Network :: code :: demo
  • ReviewDuk :: Korean Sentiment Analyzer in Morphologically Rich Languages :: code :: demo
  • FoodClassifier :: Food image classifier :: python :: matlab :: report
  • word2vec-tensorflow :: Word2Vec implementation :: code

Hacked services

  • LINE :: Mobile Application Reverse Engineering :: PoC :: PPT
  • KakaoTalk :: Mobile Application Reverse Engineering :: PoC :: PPT
  • Between :: Windows Application Reverse Engineering :: PoC
  • Ndrive :: Web Protocol Reverse Engineering :: PoC
  • Korail :: Mobile Application Reverse Engineering :: PoC
  • UNIST :: Reverse Engineering & Network Exploit :: Report
  • yes24 :: Secret :: Article

Visualization

  • Ausung :: A Data Visualization of Media Sentiments :: code
  • Vox Office :: A Streamgraph Data Visualization of Box Office Ranking :: code :: demo
  • All about critics :: A Novel Aproach to Compare The Pattern of Critics and Users :: code :: demo

Open Source Contribution

2015

2014

2013

Facebook bot



Skills

  • Programming: Python, Lua, Go, node.js, Ruby, Java, C++, C#
  • Human Languages: English - Professional working proficiency, Korean - Native