PPaperPicks

Junseok Kwon

8 papers at tracked venues · 2 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ECCV ×3AAAI ×2ICDM ×2MICCAI ×1

Frequent coauthors

Dagyeong Na
×3
Jinhee Park
×2
Minjun Kim
×2
Hee Bin Yoo
×1
Byoung-Tak Zhang
×1
Jisoo Park
×1
Youjin Kim
×1
Jae Yong Lee
×1
Jinho Kang
×1
Junhee Cho
×1
Guisik Kim
×1
Choongsang Cho
×1

Papers

  1. Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning
    AAAI 2026 ·
    Jinhee Park
    ,
    Hee Bin Yoo
    ,
    Minjun Kim
    ,
    Byoung-Tak Zhang
    , Junseok Kwon
  2. Deep Disentangled Metric Learning
    AAAI 2025 ·
    Jinhee Park
    ,
    Jisoo Park
    ,
    Dagyeong Na
    , Junseok Kwon
  3. Physics-Informed Neural Operators for Tissue Elasticity Reconstruction
    MICCAI 2025 ·
    Youjin Kim
    ,
    Jae Yong Lee
    , Junseok Kwon
  4. Towards Generalizable Time Series Forecasting Via IB-Regularized Transformer-Diffusion
    ICDM 2025 ·
    Dagyeong Na
    ,
    Jinho Kang
    , Junseok Kwon
  5. MRDiff: Time Series Anomaly Detection Using Multi-level Reconstruction Diffusion
    ICDM 2024 ·
    Dagyeong Na
    , Junseok Kwon
  6. Optimizing Dataset Distillation Using DATM: Adjusting Learning Rate and Upper Bound
    ECCV 2024 ·
    Minjun Kim
    ,
    Junhee Cho
    , Junseok Kwon
  7. Satellite Image Dehazing Via Masked Image Modeling and Jigsaw Transformation
    ECCV 2024 ·
    Guisik Kim
    ,
    Choongsang Cho
    , Junseok Kwon
  8. Uncertainty Calibration with Energy Based Instance-Wise Scaling in the Wild Dataset
    ECCV 2024 ·
    Mijoo Kim
    , Junseok Kwon