Tae-Young Kim

Publications

1. 

   Unified Loss-Aware Density Control for 3D Gaussian Splatting

   Tae-Young Kim, jiwoo Chung, and Jae-Pil Heo

   The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), 2026

   Code will be updated

2. 

   PDF-GS: Progressive Distractor Filtering for Robust 3D Gaussian Splatting

   Kangmin Seo, MinKyu Lee, Tae-Young Kim, ByeongCheol Lee, JoonSeoung An, and Jae-Pil Heo

   IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR [Findings]), 2026

   arXiv/Code

3. 

   Mitigating Semantic Collapse in Partially Relevant Video Retrieval

   WonJun Moon*, MinSeok Jung*, Gilhan Park, Tae-Young Kim, Cheol-Ho Cho, Woojin Jun, Jae-Pil Heo

   (*: equal contribution)

   The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025

   arXiv/Code

4. 

   Translation of Text Embedding via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models

   Eunseo Koh*, Seunghoo Hong*, Tae-Young Kim*, Simon S. Woo+, and Jae-Pil Heo+

   (*: equal contribution, +: joint supervision)

   IEEE/CVF International Conference on Computer Vision (ICCV), 2025

   arXiv/Code

5. 

   Mitigating Background Shift in Class-Incremental Semantic Segmentation

   Gilhan Park, WonJun Moon, SuBeen Lee, Tae-Young Kim, and Jae-Pil Heo

   European Conference on Computer Vision (ECCV), 2024

   arXiv/Code

Education & Research

• Sungkyunkwan University (SKKU) - Advisor: Prof. Jae-Pil Heo

  Ph.D.student, Dept of Artificial Intelligence

  Aug. 2026 – Present

• Sungkyunkwan University (SKKU) - Advisor: Prof. Jae-Pil Heo

  M.S., Dept of Artificial Intelligence

  Mar. 2024 – Aug. 2026

• Sungkyunkwan University (SKKU)

  Department of Software

  GPA: 4.03 / 4.5

  Mar. 2018 – Feb. 2024

Awards & Honors

• Industry-academic cooperation project challenge award

  SKKU with Autosemantics, Inc.

  Fall 2021