Jaeseok Choi

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Jaeseok.jpg Jaeseok Choi (최재석)

서울대학교 융합과학부 석박사통합과정 ( 2017.3 ~ )
성균관대학교 컴퓨터공학과 졸업 ( 2017. 2 )


Tel: +82-31-888-9579
e-mail: jaeseok.choi@snu.ac.kr

Research interests : Object Detection, Reinforcement Learning, Deep learning.

Education

  • Mar. 2017 ~ Present:
    M.S./Ph.D. Student in Graduate School of Convergence Science and Technology, Seoul National University, Korea.
  • Feb. 2017:
    B.S. in Computer Engineering, SungKyunKwan University, Korea.



Publications

International Conferences
    [1] Simyung Chang, John Yang, Jaeseok Choi and Nojun Kwak, "Genetic-Gated Networks for Deep Reinforcement Learning", Thirty-second Conference on Neural Information Processing Systems (NeurIPS2018), Montreal, Canada, December 2018. (Poster)
    [2] Simyung Chang, YoungJoon Yoo, Jaeseok Choi and Nojun Kwak,"BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning", 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM2019), Prague, Czech Republic, February 2019. (Oral)
    [3] Jaeseok Choi, Kyoungmin Lee, Jisoo Jeong and Nojun Kwak, "Two-Layer Residual Feature Fusion for Object Detection", 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM2019), Prague, Czech Republic, February 2019. (Oral)



Domestic Conferences



Projects

  • 파노라마 영상과 사각지대경보(BSD) 기능을 제공하는 카메라 기반의 측후방 통합안전지원 시스템 개발, 산업통상자원부 (2017. 3 ~ )
  • 딥러닝 기반 객체 인식 기술성능 고도화, (주)삼성전자 (2017. 9 ~ 2018. 9)