Embedded Files
Ph.D. Candidate
Graduate School of Convergence Science and Technology, Seoul National University (current)
Research Interest
Video object segmentation, video tracking, Lightweight semantic segmentation, Object Detection, Multi-modal GAN, 3D instance segmentation
contact
Publication
Publication
2021
2021
Hyojin Park, Jayeon Yoo, Seohyeon Jeong, Ganesh Venkatesh, Nojun Kwak, "Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation", Conference on Computer Vision and Pattern Recognition (CVPR), Online, June. 2021. [paper][code]
Hyojin Park, Ganesh Venkatesh, Nojun Kwak, "TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency Loss", First International Research Symposium on Tiny Machine Learning (TinyML), Online, Mar. 2021.[paper][code]
2020
2020
Hyojin Park, Lars Lowe Sjosund, YoungJoon Yoo, Nicolas Monet, Nojun Kwak, "SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder", Winter Conference on Applications of Computer Vision (WACV) Colorado, USA, Mar. 2020. [paper][code]
2019
2019
Hyojin Park, Lars Lowe Sjosund, Youngjoon Yoo, Jihwan Bang, Nojun Kwak, ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modules, arxiv Aug. 2019 [paper][code]
Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi , A Comprehensive Overhaul of Feature Distillation, International Conference on Computer Vision (ICCV), Seoul, Korea, Oct. 2019 [paper][code]
2018
2018
Hyojin Park, Youngjoon Yoo, Geonseok Seo, Dongyoon Han, Sangdoo Yun, Nojun Kwak, C3: Concentrated-Comprehensive Convolutions for lightweight semantic segmentation, arXiv Dec. 2018 [paper][code]
Hyojin Park, Youngjoon Yoo, and Nojun Kwak, MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis, The British MachineVision Conference (BMVC), Newcastle, UK, Sep. 2018 [paper][code]
2017
2017
Hyojin Park, Jisoo Jeong, Youngjoon Yoo, and Nojun Kwak, Superpixel-based Semantic Segmentation Trained by Statistical Process Control, The British Machine Vision Conference (BMVC), London, UK, Sep. 2017 [paper][code]
Jisoo Jeong, Hyojin Park, and Nojun Kwak, Enhancement of SSD by Concatenating Feature Maps for Object Detection, The British Machine Vision Conference (BMVC), London, UK, Sep. 2017 [paper][code]
Work Experiences
Work Experiences
2020
2020
On-Device AI, Facebook Reality Labs (Menlo Park, USA)
Research Scientist Intern 2020.01 - 2020.04
Manager: Ganesh Venkatesh
2019
2019
Clova AI Research, NAVER Corp. (Seongnam, South Korea)
Research Assistant 2019.04 - 2019.11
Manager: Youngjoon Yoo
2018
2018
Clova AI Research, NAVER Corp. (Seongnam, South Korea)
Research Scientist Intern 2018.10 - 2019.03
Manager: Youngjoon Yoo
Education
Education
Seoul National University (SNU) 2016.03 - current
Ph.D. Candidate, Program in Intelligent Systems
Adviser: Prof. Nojun Kwak
Korea Advanced Institute of Science and Technology (KAIST) 2013.09 - 2016.02
M.S., The Robotics Program
Adviser: Prof. HyunSeung Yang
Thesis Title: Background Subtraction based Image Segmentation using Effective Combination of Color and Depth Image Data
Tampere University of Technology 2012.08 - 2012.12
Exchange Student (Tampere, Finland)
Ajou University 2009.03 - 2013.08
B.S., Department of Industrial Engineering
Google Sites
Report abuse