Mijeong Kim

I am a Ph.D Student in the Computer Vision Lab of Seoul National University, Korea, under the supervision of Prof. Bohyung Han.

Research Interest

3D Computer Vision, Deep Learning, 3D/4D Scene Reconstruction, Neural Rendering, Gaussian Splatting, Efficient Optimization

Contact info

CV | Google Scholar | Github

Email: mijeong.kim (at) snu.ac.kr

Education

PhD (in progress): Computer Vision Lab, Electrical and Computer Engineering, Seoul National University, Korea
Advisor: Prof. Bohyung Han
BS: Naval Architecture and Ocean Engineering, Seoul National University, Korea

Research Projects

	PhysGaia: A Physics-Aware Benchmark with Multi-Body Interactions for Dynamic Novel View Synthesis Mijeong Kim, Gunhee Kim, Jungyoon Choi, Wonjae Roh, Bohyung Han CVPR 2026 [Paper] [Page] [Code]
	GP-4DGS: Probabilistic 4D Gaussian Splatting from Monocular Video via Variational Gaussian Processes Mijeong Kim, Jungtaek Kim, Bohyung Han CVPR 2026 [Paper] [Page] [Code]
	HyperPose: Hyper-pose Embeddings for 3D-Aware Generative Models with Self-Supervised Disentangling of Pose and Scene Mijeong Kim, Namgi Kim, Bohyung Han WACV 2026 [Paper] [Page] [Code]
	4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization Mijeong Kim, Jongwoo Lim, Bohyung Han NeurIPS 2024 [Paper]
	Generative Neural Fields by Mixtures of Neural Implicit Functions Tackgeun You, Mijeong Kim, Jungtaek Kim, Bohyung Han NeurIPS 2023 [Paper] [Code]
	ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with Unsupervised Implicit Pose Embedding Mijeong Kim, Hyunjoon Lee, Bohyung Han arXiv:2304.14005 [Paper]
	InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering Mijeong Kim, Seonguk Seo, Bohyung Han CVPR 2022 [Paper] [Page] [Code]
	Beyond homography: nonparametric image alignment via graph convolutional networks Mijeong Kim, Sanghyepk Chu, Bohyung Han MVA (Machine Vision Applications) 2022 [Paper]
	Overcoming Forgetting in Federated Learning via Importance From Agent Mijeong Kim, Jiho Kim, Minji Kim* Conducted in Machine Intelligence and Data Science Lab. (430.658 of SNU, Prof. Taesup Moon) [Paper] [Code]

Awards & Honors

Kwanjeong Ph.D. Fellowship (2019-2021)
Science and Engineering Scholarship by President (2014-2018)
Talent Medal of Korea, Presidential Medal (2014)

Teaching Assistant

Samsung Electronics, Korea (Jul 2019 & Jul 2020)
Hyundai Motors, Korea (Mar 2020 - Jun 2020)
Digital Computer Concept and Practice Introduction to Python, Dept. of EE in SNU

Grants

Deep Learning-Based Pedestrian Removal with Multi-View Data

Fund by Naver (Sep 2019 - Aug 2020)