1. Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation
2. Efficient Dynamic Scene Editing via 4D Gaussian-based Static-Dynamic Separation
3. Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective
4. Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models
Research Experience
Meta Reality Labs, XR Input Perception | June 2024 - December 2024, Research Scientist Intern, Manager: Cem Keskin; Meta Reality Labs, Codec Avatars Lab | December 2023 - February 2024, Research Scientist Intern, Manager: Wei Pu.
Education
PhD in Electrical Engineering from Korea Advanced Institute of Science and Technology (KAIST), March 2020 - February 2025, Advisor: Prof. Junmo Kim; MS in Electrical Engineering from KAIST, March 2018 - February 2020, Advisor: Prof. Junmo Kim; BS in Electrical Engineering from KAIST, March 2013 - February 2018.
Background
Research Interests: Computer vision/graphics, deep learning, and generative AI. Main focus on 3D human understanding, covering faces, body poses, and shapes, and exploring 4D generation in a separate line of research.