Byeongjun Park

Education

• [Mar. 2020 ~ Aug. 2025] : Ph.D. in School of Electrical Engineering @ KAIST.
• [Mar. 2015 ~ Feb. 2020] : B.S. in School of Electrical Engineering @ KAIST - Graduated Cum Laude.
• [Mar. 2013 ~ Feb. 2015] : Gyeongnam Science High School.

Work Experience

• [Mar. 2018 ~ Aug. 2018]: AI Research Intern @ Koh Young Technology

Research Interests

• Diffusion Model Architecture: Reimagine diffusion training as a multi-task learning, and introduce how to synergize the training of multiple denoising tasks. [ICLR’24] [ECCV’24] [AAAI’25]
• Image-to-3D: Solve practical problems in generating 3D scenes or objects from a single image, focusing on balancing the preservation of given contents and the realistic genreation of novel views. [TPAMI’24] [CVPR’24]
• Text-to-3D: Currently, I am interested in direct generation of 3D Gaussian Splatting only from text prompts. Please see SplatFlow, which utilizes a multi-view rectifed flow model and a feed-forward 3D Gaussian Splatting decoder!!

News

• [Dec. 2024] One paper about Diffusion Model is accepted to AAAI 2025.
• [Jul. 2024] One paper about Diffusion Model is accepted to ECCV 2024.
• [Mar. 2024] One paper about Novel View Synthesis is accepted to TPAMI 2024.
• [Feb. 2024] One paper about One-Image-to-3D is accepted to CVPR 2024.
• [Jan. 2024] One paper about Diffusion Model is accepted to ICLR 2024.

Publications

* indicates equal contribution

• Journal

• Conference

Patents

• [Sep. 2022] Method and apparatus with scene flow estimation (US20220301190A1) [link]

Projects

• [Jul. 2024 ~ Present]: LIG Nex1 - Underwater sonar image enhancement with AI
• [Apr. 2023 ~ Present]: SOOMVI - Precise landing technology for drones
• [Sep. 2020 ~ Feb. 2022]: Ministry of Science and ICT (MSIT, Korea) - Digital ecology with AI
• [Aug. 2020 ~ Aug. 2021]: Samsung Advanced Institude of Technology (SAIT) - Monocular scene flow estimation

Academic Services

• Invited Talks

  • [Aug. 2024] ETRI - Recent Trends in 3D Content Creation

• Conference Reviewer

  • ICML @ 2025
  • ICLR @ 2025
  • NeurIPS @ 2024
  • ECCV @ 2024
  • AAAI @ 2021, 2022

• Journal Reviewer

  • IET Computer Vision @ 2023

Awards & Honors

• Finalist in Qualcomm Innovation Fellowship 2024 Korea @ Dec. 2024
• Samsung Best Paper Award in IEIE Autumn Annual Conference @ Nov. 2021
• National Academic Excellence Scholarship (Science and Engineering, Korea) @ 2016, 2017, 2018

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