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Jongheon Jeong
... or maybe just a robust, efficient, and stochastic machine :)
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Jongheon Jeong
Ph.D. Student @ KAIST
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Daejeon, S. 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
[P1] OpenCoS: Contrastive Semi-supervised Learning for Handling Open-set Unlabeled Data
[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
