Concepedia

Jihoon Tack

JT

Statistics

Publications

5

Citations

446

H-Index

5

Active since

2020

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Korea Institute of Science and Technology

Korea Institute of Science & Technology Information

Jihoon Tack is an author at Korea Advanced Institute of Science and Technology specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningData ScienceComputer SciencePattern RecognitionImage AnalysisComputer VisionStatisticsData Mining

Publications per year

2020–2022

5

Publications

5

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

Adversarial Self-Supervised Contrastive Learning

Minseon Kim, Jihoon Tack, Sung Ju Hwang · arXiv (Cornell University) · 2020 · 83 citations · Full text

Artificial Intelligence, Class Labels, Data Augmentation +12

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

Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks

Sihyun Yu, Jihoon Tack, Sangwoo Mo et al. · arXiv (Cornell University) · 2022 · 27 citations · Full text

Artificial Intelligence, Long Video Generation, Generative System +15

Rows per page

1–5 of 5