PPaperPicks

Seong Tae Kim

13 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

MICCAI ×4AAAI ×3CVPR ×3ECCV ×1ICML ×1NeurIPS ×1

Frequent coauthors

Hyeon Bae Kim
×5
Jinwoo Choi
×4
Gyeong-Moon Park
×3
Yong Hyun Ahn
×3
Hong Joo Lee
×2
Jung Uk Kim
×2
Jongseo Lee
×2
Wooil Lee
×2
Minkuk Kim
×2
Jinyoung Moon
×2
Ka Young Kim
×2
Kyu Ri Park
×1

Papers

  1. Leveraging Textual Compositional Reasoning for Robust Change Captioning
    AAAI 2026 ·
    Kyu Ri Park
    ,
    Jiyoung Park
    , Seong Tae Kim,
    Hong Joo Lee
    ,
    Jung Uk Kim
  2. Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition
    NeurIPS 2025 ·
    Jongseo Lee
    ,
    Wooil Lee
    ,
    Gyeong-Moon Park
    , Seong Tae Kim,
    Jinwoo Choi
  3. HiCM²: Hierarchical Compact Memory Modeling for Dense Video Captioning
    AAAI 2025 ·
    Minkuk Kim
    ,
    Hyeon Bae Kim
    ,
    Jinyoung Moon
    ,
    Jinwoo Choi
    , Seong Tae Kim
  4. LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies
    AAAI 2025 ·
    Ameer Hamza
    ,
    Abdullah
    ,
    Yong Hyun Ahn
    ,
    Sungyoung Lee
    , Seong Tae Kim
  5. PCBEAR: Pose Concept Bottleneck for Explainable Action Recognition
    CVPR 2025 ·
    Jongseo Lee
    ,
    Wooil Lee
    ,
    Gyeong-Moon Park
    , Seong Tae Kim,
    Jinwoo Choi
  6. PRADA: Protecting and Detecting Dataset Abuse for Open-Source Medical Dataset
    MICCAI 2025 ·
    Jinhyeok Jang
    ,
    Hong Joo Lee
    ,
    Nassir Navab
    , Seong Tae Kim
  7. SurgX: Neuron-Concept Association for Explainable Surgical Phase Recognition
    MICCAI 2025 ·
    Ka Young Kim
    ,
    Hyeon Bae Kim
    , Seong Tae Kim
  8. Towards Holistic Surgical Scene Graph
    MICCAI 2025 ·
    Jongmin Shin
    ,
    Enki Cho
    ,
    Ka Young Kim
    ,
    Jung Yong Kim
    , Seong Tae Kim,
    Namkee Oh
  9. When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series
    ICML 2025 ·
    Min-Yeong Park
    ,
    Won-Jeong Lee
    , Seong Tae Kim,
    Gyeong-Moon Park
  10. Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
    CVPR 2024 ·
    Minkuk Kim
    ,
    Hyeon Bae Kim
    ,
    Jinyoung Moon
    ,
    Jinwoo Choi
    , Seong Tae Kim
  11. Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domain
    MICCAI 2024 ·
    Hyeon Bae Kim
    ,
    Yong Hyun Ahn
    , Seong Tae Kim
  12. MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection
    ECCV 2024 ·
    Youngmin Oh
    ,
    Hyung-Il Kim
    , Seong Tae Kim,
    Jung Uk Kim
  13. WWW: A Unified Framework for Explaining what, Where and why of Neural Networks by Interpretation of Neuron Concepts
    CVPR 2024 ·
    Yong Hyun Ahn
    ,
    Hyeon Bae Kim
    , Seong Tae Kim