About Me
Hello, my name is Hwan Heo, an AI Researcher.
I'm currently working at Graphics AI Lab in NCSOFT, where I fulfill as a Technical Research Personnel for Alternative Military Service. I received my B.S. and M.S. degrees in computer science from Korea University in 2020 and 2022, respectively. During my Master’s program, I was advised by Prof. Hyunwoo J. Kim. My research primarily focuses on 3D Computer Vision and Neural Rendering, with a particular emphasis on Radiance Fields and 3D Gaussian Splatting. I'm passionate about exploring innovative techniques and contributing to the cutting-edge developments in these fascinating fields.
Resume
Experience
Education
- Master's degree in Computer Science
- Advisor: prof. Hyunwoo J. Kim
- Bachelor's degree in Computer Science
- Advisor: prof. Heui-Seok Lim
Publications
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DreamSurfels: Generative Gaussian Surfels for Geometrically Accurate 3D Content Creation
Hwan Heo, S. Ahn [ICTC 2024] (oral, to appear)
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Robust Camera Pose Refinement for Multi-Resolution Hash Encoding
Hwan Heo, T. Kim, J. Lee, J. Lee, S. Kim, H. J. Kim, JH. Kim [ICML 2023]
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Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild
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Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection
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Domain Generalization Emerges from Dreaming
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Temporally Sparse Adversarial Perturbations on Videos
Hwan Heo, D. Ko, J. Lee, Y. Hong, H. J. Kim [IEEE Access 2021]
Research Interest
Languages
Contact
gjghks950@naver.com
+82 10-2295-9546