PPaperPicks

Kibok Lee

10 papers at tracked venues · 9 at CORE A* · active 2024–2025

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Venues

ICML ×3ICLR ×2NeurIPS ×2AAAI ×1AISTATS ×1ICCV ×1

Frequent coauthors

Taeyoung Park
×5
Seunghan Lee
×4
Jy-yong Sohn
×3
Chungpa Lee
×2
Jeongheon Oh
×2
Seungju Yoo
×1
Hyuk Kwon
×1
Joong-Won Hwang
×1
Sehee Lim
×1
Jaebyeong Jeon
×1
Hyunseo Jang
×1
Jungkyu Kim
×1

Papers

  1. A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning
    AISTATS 2025 ·
    Chungpa Lee
    ,
    Jeongheon Oh
    , Kibok Lee,
    Jy-yong Sohn
  2. Automated Model Evaluation for Object Detection Via Prediction Consistency and Reliability
    ICCV 2025 ·
    Seungju Yoo
    ,
    Hyuk Kwon
    ,
    Joong-Won Hwang
    , Kibok Lee
  3. Channel Normalization for Time Series Channel Identification
    ICML 2025 ·
    Seunghan Lee
    ,
    Taeyoung Park
    , Kibok Lee
  4. On the Similarities of Embeddings in Contrastive Learning
    ICML 2025 ·
    Chungpa Lee
    ,
    Sehee Lim
    , Kibok Lee,
    Jy-yong Sohn
  5. Soft Task-Aware Routing of Experts for Equivariant Representation Learning
    NeurIPS 2025 ·
    Jaebyeong Jeon
    ,
    Hyunseo Jang
    ,
    Jy-yong Sohn
    , Kibok Lee
  6. To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation
    AAAI 2025 ·
    Jungkyu Kim
    , Kibok Lee,
    Taeyoung Park
  7. ANT: Adaptive Noise Schedule for Time Series Diffusion Models
    NeurIPS 2024 ·
    Seunghan Lee
    , Kibok Lee,
    Taeyoung Park
  8. Learning to Embed Time Series Patches Independently
    ICLR 2024 ·
    Seunghan Lee
    ,
    Taeyoung Park
    , Kibok Lee
  9. On the Effectiveness of Supervision in Asymmetric Non-Contrastive Learning
    ICML 2024 ·
    Jeongheon Oh
    , Kibok Lee
  10. Soft Contrastive Learning for Time Series
    ICLR 2024 ·
    Seunghan Lee
    ,
    Taeyoung Park
    , Kibok Lee