YEONJU PARK (박연주)

Education

• 2021.3 - Present        M.S. (School of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea

• 2017.3 - 2021.2          B.S. (Dept. of Electrical Engineering), Korea University, South Korea

Research Interests

• Computer Vision, Deep Learning

• Multi-modal Learning

• Few-shot Learning

Projects

• 2021.3 - present

Agency of Defense Development (ADD) 

National Defense AI Specialized Research Center Phase 1 (미래국방 인공지능 특화연구센터(2019)1단계) 

• 2021.3 - 2021.11

Center for Security Technology Research, Korea Advanced Institute of Science and Technology (KAIST) 

Advanced research on machine learning using tiny data (소량의 데이터를 활용한 머신러닝 기술(방안) 고도화)

Publications

• Yeonju Park, Sangmin Woo, Sumin Lee, Muhammad Adi Nugroho, Changick Kim, "Cross-Modal Alignment and Translation for Missing Modality Action Recognition", Submitted to Computer Vision and Image Understanding, Jan. 2023.

• Sangmin Woo, Sumin Lee, Yeonju Park, Muhammad Adi Nugroho, Changick Kim. Towards Good Practices for Missing Modality Robust Action Recognition. Proceedings of the AAAI conference on artificial intelligence (AAAI), 2023.

• Sumin Lee, Sangmin Woo, Yeonju Park, Muhammad Adi Nugroho, Changick Kim. Modality Mixer for Multi-modal Action Recognition. IEEE Winter Conference on Applications of Computer Vision (WACV), 2023.

• Inyong Koo, Yeonju Park, Minki Jeong, Changick Kim. Contrastive Accelerometer-Gyroscope Embedding Model for Human Activity Recognition. IEEE Sensors Journal, 2022.

• 고강욱, 박연주, 김윤지, 김희선, 심규진, 김창익, 거리두기 손실 함수를 통한 자기지도 대조 학습의 성능 향상, 대한전자공학회 하계학술대회, Jun, 2022.

• 박연주, 구인용, 정민기, 김창익, "트랜스포머를 이용한 다종 센서 기반 행동 인식," 대한전자공학회 추계학술대회, Nov, 2021.

• 박연주, 이상호, 김종옥, Sparse 복원과 이중 잔차 학습을 이용한 RGB 영상의 초분광 복원 기법, 대한전자공학회 하계학술논문집, Aug, 2020.