publications

(*) denotes equal contribution

2025

  1. AAAI
    VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning
    Ji Soo Lee*, Jongha Kim*, Jeehye Na, Jinyoung Park, and Hyunwoo J Kim
    In AAAI Conference on Artificial Intelligence (AAAI 2025)
    PDF Code
  2. Under Review
    Improved Query Specialization for Transformer-based Visual Relationship Detection
    Jongha Kim, Jihwan Park, Jinyoung Park, Jinyoung Kim, Sehyung Kim, and Hyunwoo J Kim
    In Under Review
  3. Under Review
    SuperClip Pyramid with Positional Parameterization for Video Temporal Grounding
    Sanghyeok Lee, Juyeon Ko, Joonmyung Choi, Jongha Kim, and Hyunwoo J Kim
    In Under Review
  4. Under Review
    TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing
    Jongha Kim, Minseong Bae, Sanghyeok Lee, Jinsung Yoon, and Hyunwoo J Kim
    In Under Review

2024

  1. CVPR
    Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
    Jongha Kim*, Jihwan Park*, Jinyoung Park*, Jinyoung Kim, Sehyung Kim, and Hyunwoo J Kim
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024)
    PDF Code
  2. Under Review
    Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering
    Jongha Kim, Byungoh Ko, Jeehye Na, Jinsung Yoon, and Hyunwoo J Kim
    In Under Review

2023

  1. MICCAI Workshop
    Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification
    Injae Kim*, Jongha Kim*, Jooyoung Choi, and Hyunwoo J Kim
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023 Workshop)
    PDF

2022

  1. ECCV Workshop
    Object Detection in Aerial Images with Uncertainty-Aware Graph Network
    Jongha Kim, Jinheon Baek, and Sung Ju Hwang
    In European Conference on Computer Vision (ECCV 2022 Workshop)
    PDF