Kim, Ki Hyun

Principal Machine Learning Research Engineer @ MakinaRocks

• Anomaly Detection
• Machine Translation
• Natural Language Generation
• Natural Language Processing

Publications

• RaPP: Novelty Detection with Reconstruction along Projection Pathway, Ki Hyun Kim, Sangwoo Shim, Yongsub Lim, Jongseob Jeon, Jeongwoo Choi, Byungchan Kim and Andre S. Yoon, ICLR, 2020. [paper]
• 김기현의 자연어 처리 딥러닝 캠프 파이토치 편, Ki Hyun Kim, 한빛미디어, 2019. [Yes24], [Aladin]

Teaching Experiences

• 김기현의 딥러닝을 활용한 자연어처리 입문 올인원 패키지 Online, 패스트캠퍼스
• 김기현의 딥러닝을 활용한 자연어생성 올인원 패키지 Online, 패스트캠퍼스
• 자연어처리를 위한 딥러닝 CAMP, 패스트캠퍼스
• PyTorch를 활용한 자연어처리 심화 CAMP, 패스트캠퍼스
• Neural Machine Translation Tutorials, [SKT, KT, NSR]

Talks

• RaPP: Novelty Detection with Reconstruction along Projection Pathway, Samsung Advanced Institute of Technology, 2020 Jul.
• RaPP: Novelty Detection with Reconstruction along Projection Pathway, NSR, 2020 Jun.
• Industrial AI and Anomaly Detection: Algorithm and Applications, KT, 2019 Dec.
• Anomaly Detection for Industrial Manufacturing, ETRI, 2019 Sep.
• Operational AI: Building a Lifelong Learning Anomaly Detection System, DEVIEW, 2019 Oct.
• Deep Neural Machine Translation and its Applications, Daejeon AI Forum, 2018 Mar.