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Jongheon Jeong
Jongheon Jeong
17
papers
2,592
total citations
papers (17)
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances
NEURIPS 2020
arXiv
688
citations
SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation
ECCV 2022
arXiv
537
citations
WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation
CVPR 2023
arXiv
379
citations
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
ICLR 2025
arXiv
342
citations
M2m: Imbalanced Classification via Major-to-Minor Translation
CVPR 2020
arXiv
263
citations
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
NEURIPS 2022
arXiv
172
citations
Consistency Regularization for Certified Robustness of Smoothed Classifiers
NEURIPS 2020
arXiv
96
citations
SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness
NEURIPS 2021
arXiv
65
citations
Multi-scale Diffusion Denoised Smoothing
NEURIPS 2023
arXiv
14
citations
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing
ICLR 2025
arXiv
14
citations
Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models
ICLR 2024
arXiv
7
citations
FaceShield: Defending Facial Image against Deepfake Threats
ICCV 2025
arXiv
6
citations
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder
NEURIPS 2023
arXiv
6
citations
Adversarial Robustification via Text-to-Image Diffusion Models
ECCV 2024
arXiv
2
citations
Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck
CVPR 2023
arXiv
1
citations
Collaborative Score Distillation for Consistent Visual Editing
NEURIPS 2023
0
citations
BlurGuard: A Simple Approach for Robustifying Image Protection Against AI-Powered Editing
NEURIPS 2025
arXiv
0
citations