SeongUk Park

From MIPAL
Revision as of 16:17, 7 March 2022 by Admin (Talk | contribs)

Jump to: navigation, search
Seonguk2.png SeongUk Park (박성욱)

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


Tel: +82-31-888-9579
e-mail: swpark0703@snu.ac.kr
swpark6230@gmail.com

Research interests : Model Compression, Style Transfer, Super-Resolution

Education

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



Publications

International Conferences
    [1] SeongUk Park, Seungeui Lee and Nojun Kwak, "Range-Doppler Map Augmentation by Generative Adversarial Network for Deep UAV Classification", 2022 IEEE Radar Conference, New York City, March 2022.
    [2] Inseop Chung, SeongUk Park, Jangho Kim, Nojun Kwak, "Feature-map-level Online Adversarial Knowledge Distillation", Thirty-seventh International Conference on Machine Learning (ICML2020), July 2020, Online
    [3] SeongUk Park and Nojun Kwak, "Feature-level Ensemble Knowledge Distillation for Aggregating Knowledge from Multiple Networks", 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago, Spain, June. 2020.
    [4] Simyung Chang, SeongUk Park, John Yang and Nojun Kwak, "Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation, International Conference on Computer Vision (ICCV2019), Seoul, Korea, Oct. 2019.
    [5] Jangho Kim, SeongUK Park and Nojun Kwak, "Paraphrasing Complex Network: Network Compression via Factor Transfer", Thirty-second Conference on Neural Information Processing Systems (NIPS2018), Montreal, Canada, Dec. 2018.
    [6] Simyung Chang, John Yang, SeongUk Park and Nojun Kwak, "Broadcasting Convolutional Network for Visual Relational Reasoning", European Conference on Computer Vision (ECCV2018), Munich, Germany, Sep. 2018.


International Journals


Open Archive

    [1] SeongUk Park and Nojun Kwak, "Local-Selective Feature Distillation for Single Image Super-Resolution", arXiv, Nov. 2021.
    [2] SeongUk Park, Kiyoon Yoo and Nojun Kwak, "On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective", arXiv, Sep. 2020.
    [3] YoungJoon Yoo, SeongUk Park, Junyoung Choi, Sangdoo Yun and Nojun Kwak, "Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation", arXiv, Nov. 2017.



Projects

  • 딥러닝 기반 레이더 신호처리 및 생생적 모델 기법 연구, (주)한화시스템 (2019. 12 ~ )
  • 파노라마 영상과 사각지대경보(BSD) 기능을 제공하는 카메라 기반의 측후방 통합안전지원 시스템 개발, 산업통상자원부 (2019. 3 ~ 2019.12)
  • 딥러닝 기반 객체 인식 기술성능 고도화, (주)삼성전자 (2017. 9 ~ 2018. 9)