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Jongheon Jeong
  • Curriculum Vitae
    Jongheon Jeong

    Jongheon Jeong

    Ph.D. Student @ KAIST

    • Seoul, Korea
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    publications

    [W1] AutoML Challenge: AutoML Framework Using Random Space Partitioning Optimizer

    [C1] Training CNNs with Selective Allocation of Channels

    [C2] M2m: Imbalanced Classification via Major-to-minor Translation

    [C3] CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances

    [C4/W] Consistency Regularization for Certified Robustness of Smoothed Classifiers

    [C5] Training GANs with Stronger Augmentations via Contrastive Discriminator

    [C6/W] SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness

    [C7/W] Consistency Regularization for Adversarial Robustness

    [C8] SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation

    [W5] OpenCoS: Contrastive Semi-supervised Learning for Handling Open-set Unlabeled Data

    [C9] NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation

    [C10/W] Confidence-aware Training of Smoothed Classifiers for Certified Robustness

    [C11] Guiding Energy-based Models via Contrastive Latent Variables

    [C12] WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation

    [C13/W] Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck

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