publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Preprint
    GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization
    Pengyue Jia, Seongheon Park, Song Gao, Xiangyu Zhao, and Yixuan Li
    arXiv:2505.13731, May 2025
    PDF
  2. ICML
    Steer LLM Latents for Hallucination Detection
    Seongheon Park, Xuefeng Du, Min-Hsuan Yeh, and Yixuan Li
    International Conference on Machine Learning, May 2025
    PDF
  3. ICML
    Position: Challenges and Future Directions of Data-Centric AI Alignment
    Min-Hsuan Yeh, Jeffrey Wang, Xuefeng Du, Seongheon Park, Leitian Tao, Shawn Im, and Yixuan Li
    International Conference on Machine Learning, May 2025
    PDF
  4. ICLR Workshop
    Can Your Uncertainty Scores Detect Hallucinated Entity?
    Min-Hsuan Yeh, Max Kamachee, Seongheon Park, and Yixuan Li
    ICLR Workshop: Quantify Uncertainty and Hallucination in Foundation Models, Mar 2025
    PDF

2024

  1. CVPR Workshop
    Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference
    Seongheon Park*, Hyuk Kwon*, Kwanghoon Sohn, and Kibok Lee
    CVPR Workshop on Computer Vision in the Wild, Jun 2024
    PDF

2023

  1. ICCV
    Hierarchical visual primitive experts for compositional zero-shot learning
    Hanjae Kim, Jiyoung Lee, Seongheon Park, and Kwanghoon Sohn
    IEEE/CVF International Conference on Computer Vision, Oct 2023
    PDF
  2. CVPR
    Partmix: Regularization strategy to learn part discovery for visible-infrared person re-identification
    Minsu Kim, Seungryong Kim, Jungin Park, Seongheon Park, and Kwanghoon Sohn
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023
    PDF
  3. WACV
    Normality guided multiple instance learning for weakly supervised video anomaly detection
    Seongheon Park, Hanjae Kim, Minsu Kim, Dahye Kim, and Kwanghoon Sohn
    IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2023
    PDF
  4. WACV
    Language-free training for zero-shot video grounding
    Dahye Kim, Jungin Park, Jiyoung Lee, Seongheon Park, and Kwanghoon Sohn
    IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2023
    PDF