Jihun Yi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Anomaly Detection

Top Venues

Publications

Kukjin Choi, Jihun Yi, Jisoo Mok, Sungroh Yoon
Self-Supervised Time-Series Anomaly Detection Using Learnable Data Augmentation. CoRR (2024)
Saehyung Lee, Sangwon Yu, Junsung Park, Jihun Yi, Sungroh Yoon
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach. ACL (1) (2024)
Jihun Yi, Dahuin Jung, Sungroh Yoon
Normality Addition via Normality Detection in Industrial Image Anomaly Detection Models. CoRR (2024)
Saehyung Lee, Sangwon Yu, Junsung Park, Jihun Yi, Sungroh Yoon
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach. CoRR (2024)
Kukjin Choi, Jihun Yi, Changhwa Park, Sungroh Yoon
Deep Learning for Anomaly Detection in Time-Series Data: Review, Analysis, and Guidelines. IEEE Access 9 (2021)
Jungbeom Lee, Jihun Yi, Chaehun Shin, Sungroh Yoon
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation. CVPR (2021)
Saehyung Lee, Changhwa Park, Hyungyu Lee, Jihun Yi, Jonghyun Lee, Sungroh Yoon
Removing Undesirable Feature Contributions Using Out-of-Distribution Data. CoRR (2021)
Jungbeom Lee, Jihun Yi, Chaehun Shin, Sungroh Yoon
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation. CoRR (2021)
Saehyung Lee, Changhwa Park, Hyungyu Lee, Jihun Yi, Jonghyun Lee, Sungroh Yoon
Removing Undesirable Feature Contributions Using Out-of-Distribution Data. ICLR (2021)
Jihun Yi, Sungroh Yoon
Patch SVDD: Patch-Level SVDD for Anomaly Detection and Segmentation. ACCV (6) (2020)
Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon
Interpretation of NLP models through input marginalization. CoRR (2020)
Dahuin Jung, Jonghyun Lee, Jihun Yi, Sungroh Yoon
iCaps: An Interpretable Classifier via Disentangled Capsule Networks. CoRR (2020)
Siwon Kim, Jihun Yi, Eunji Kim, Sungroh Yoon
Interpretation of NLP models through input marginalization. EMNLP (1) (2020)
Jihun Yi, Sungroh Yoon
Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation. CoRR (2020)
Dahuin Jung, Jonghyun Lee, Jihun Yi, Sungroh Yoon
iCaps: An Interpretable Classifier via Disentangled Capsule Networks. ECCV (19) (2020)
Jihun Yi, Eunji Kim, Siwon Kim, Sungroh Yoon
Information-Theoretic Visual Explanation for Black-Box Classifiers. CoRR (2020)
Jaeyoon Yoo, Heonseok Ha, Jihun Yi, Jongha Ryu, Chanju Kim, Jung-Woo Ha, Young-Han Kim, Sungroh Yoon
Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning. CoRR (2017)