SeongUk Park
From MIPAL
SeongUk Park (박성욱)
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Research interests : Model Compression, Style Transfer, Super-Resolution
Contents
Education
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Mar. 2017 ~ Present:
- Integrated M.S./Ph.D. Student in Graduate School of Convergence Science and Technology, Seoul National University, Korea.
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Feb. 2017:
- B.S. in Electronics Engineering, SungKyunKwan University, Korea.
Publications
- International Conferences
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[1] SeongUk Park, Seungeui Lee and Nojun Kwak, "Range-Doppler Map Augmentation by Generative Adversarial Network for Deep UAV Classification", 2022 IEEE Radar Conference (RadarConf2022), 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
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[1] Dongsuk Park, Seungeui Lee, SeongUk Park, Nojun Kwak, "Radar-Spectrogram-Based UAV Classification Using Convolutional Neural Networks", Sensors, Dec. 2020.
Open Archive
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[1] Jookyung Song, Yeonjun Jang, SeongUk Park and Nojun Kwak, "Semantics-Guided Object Removal for Facial Images with Broad Applicability and Robust Style Preservation", arXiv, Sep. 2022.
[2] SeongUk Park and Nojun Kwak, "Local-Selective Feature Distillation for Single Image Super-Resolution", arXiv, Nov. 2021.
[3] SeongUk Park, Kiyoon Yoo and Nojun Kwak, "On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective", arXiv, Sep. 2020.
[4] 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.
Domestic Conference
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[1] 박성욱, 이승의, 곽노준 "스타일 전이 생성모델 기반 Range-Doppler Map의 잡음 제거", 2022 한국 전자파학회 하계종합학술대회
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)