Jongheon Jeong

Jongheon Jeong

Assistant Professor @ Korea University

Posts by Collection

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

[W6] Few-shot Anomaly Detection via Personalization

[C14/W] Collaborative Score Distillation for Consistent Visual Synthesis

[C15] Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder

[C16] Multi-scale Diffusion Denoised Smoothing

[C17] Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models