Concepedia

Jongheon Jeong

JJ

13

Publications

981

Citations

12

H-Index

2020

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Korea Institute of Science & Technology Information

Korea Institute of Science and Technology

Kootenay Association for Science & Technology

Jongheon Jeong is an author at Korea Advanced Institute of Science and Technology specializing in data science, deep learning, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningData AugmentationPattern RecognitionData MiningKnowledge DiscoveryComputer Vision

Publications per year

2020–2023

13

Publications

13

WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation

Jongheon Jeong, Taewan Kim, Dongqing Zhang et al. · 2023 · 284 citations

Anomaly Detection, Machine Learning, Engineering +18

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances

Jihoon Tack, Sangwoo Mo, Jongheon Jeong et al. · arXiv (Cornell University) · 2020 · 230 citations · Full text

Few-shot Learning, Multiple Instance Learning, Anomaly Detection +19

M2m: Imbalanced Classification via Major-to-Minor Translation

Jaehyung Kim, Jongheon Jeong, Jinwoo Shin · 2020 · 220 citations

Few-shot Learning, Multiple Instance Learning, Engineering +16

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances

Jihoon Tack, Sangwoo Mo, Jongheon Jeong et al. · arXiv (Cornell University) · 2020 · 63 citations · Full text

Few-shot Learning, Multiple Instance Learning, Anomaly Detection +19

Consistency Regularization for Adversarial Robustness

Jihoon Tack, Sihyun Yu, Jongheon Jeong et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 43 citations · Full text

Data Augmentation, Adversarial Robustness, Engineering +15

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