publications

2026

1. BMVC

   Memory-Bounded Continuation of Greedy Sampling for Continual Anomaly Detection

   Yoon Gyo Jung^*, Jaewoo Park^*†, Kuan-Chuan Peng, and 2 more authors

   In British Machine Vision Conference (BMVC), 2026

   Bib

   @inproceedings{jung2026membound,
     title = {Memory-Bounded Continuation of Greedy Sampling for Continual Anomaly Detection},
     author = {Jung, Yoon Gyo and Park, Jaewoo and Peng, Kuan-Chuan and Bang, Seongdeok and Camps, Octavia},
     booktitle = {British Machine Vision Conference (BMVC)},
     year = {2026},
   }

2. ECCV

   Dual-Margin Embedding for Fine-Grained Long-Tailed Plant Taxonomy

   Cheng-Yaw Low^†, Heejoon Koo, Jaewoo Park^†, and 1 more author

   In European Conference on Computer Vision (ECCV), 2026

   arXiv Bib

   @inproceedings{low2026dualmargin,
     title = {Dual-Margin Embedding for Fine-Grained Long-Tailed Plant Taxonomy},
     author = {Low, Cheng-Yaw and Koo, Heejoon and Park, Jaewoo and Cha, Meeyoung},
     booktitle = {European Conference on Computer Vision (ECCV)},
     year = {2026},
   }

3. ICML

   Memory-Distilled Selection for Noise-Robust Anomaly Detection

   Sirojbek Safarov^*, Jaewoo Park^*†‡, Yoon Gyo Jung^*, and 4 more authors

   In International Conference on Machine Learning (ICML), 2026

   arXiv Bib

   @inproceedings{safarov2026memory,
     title = {Memory-Distilled Selection for Noise-Robust Anomaly Detection},
     author = {Safarov, Sirojbek and Park, Jaewoo and Jung, Yoon Gyo and Peng, Kuan-Chuan and Kim, Wonchul and Bang, Seongdeok and Camps, Octavia},
     booktitle = {International Conference on Machine Learning (ICML)},
     year = {2026},
   }

2025

1. CVPR

   TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection

   Yoon Gyo Jung^*, Jaewoo Park^*‡, Jaeho Yoon^*, and 4 more authors

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

   arXiv Bib

   @inproceedings{jung2025tailedcore,
     title = {TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection},
     author = {Jung, Yoon Gyo and Park, Jaewoo and Yoon, Jaeho and Peng, Kuan-Chuan and Kim, Wonchul and Teoh, Andrew Beng Jin and Camps, Octavia},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     year = {2025},
   }

2024

1. PR

   Understanding Open-Set Recognition by Jacobian Norm and Inter-Class Separation

   Jaewoo Park, Hojin Park, Eunju Jeong, and 1 more author

   Pattern Recognition, 2024

   arXiv Bib

   @article{park2024jacobian,
     title = {Understanding Open-Set Recognition by Jacobian Norm and Inter-Class Separation},
     author = {Park, Jaewoo and Park, Hojin and Jeong, Eunju and Teoh, Andrew Beng Jin},
     journal = {Pattern Recognition},
     volume = {145},
     pages = {109942},
     year = {2024},
   }

2. ECCV

   Face Reconstruction Transfer Attack as Out-of-Distribution Generalization

   Yoon Gyo Jung^*, Jaewoo Park^*, Xingbo Dong, and 3 more authors

   In European Conference on Computer Vision (ECCV), 2024

   arXiv Bib

   @inproceedings{jung2024facerecon,
     title = {Face Reconstruction Transfer Attack as Out-of-Distribution Generalization},
     author = {Jung, Yoon Gyo and Park, Jaewoo and Dong, Xingbo and Park, Hojin and Teoh, Andrew Beng Jin and Camps, Octavia},
     booktitle = {European Conference on Computer Vision (ECCV)},
     pages = {396--413},
     year = {2024},
   }

3. JKSU

   On the Security Risk of Pre-image Attack on Cancelable Biometrics

   Xingbo Dong, Jaewoo Park, Zhe Jin, and 3 more authors

   Journal of King Saud University - Computer and Information Sciences, 2024

   DOI Bib

   @article{dong2024preimage,
     title = {On the Security Risk of Pre-image Attack on Cancelable Biometrics},
     author = {Dong, Xingbo and Park, Jaewoo and Jin, Zhe and Teoh, Andrew Beng Jin and Tistarelli, Massimo and Wong, Koksheik},
     journal = {Journal of King Saud University - Computer and Information Sciences},
     volume = {36},
     number = {5},
     pages = {102060},
     year = {2024},
     doi = {10.1016/j.jksuci.2024.102060},
   }

4. MTAP

   Cancellable Biometrics based on the Index-of-Maximum Hashing with Random Sparse Binary Encoding

   Jihyeon Kim, Jaewoo Park, Cheng-Yaw Low, and 1 more author

   Multimedia Tools and Applications, 2024

   DOI Bib

   @article{kim2024cancellable,
     title = {Cancellable Biometrics based on the Index-of-Maximum Hashing with Random Sparse Binary Encoding},
     author = {Kim, Jihyeon and Park, Jaewoo and Low, Cheng-Yaw and Teoh, Andrew Beng Jin},
     journal = {Multimedia Tools and Applications},
     volume = {83},
     number = {21},
     pages = {59915--59942},
     year = {2024},
     doi = {10.1007/s11042-023-17711-w},
   }

5. Neurocomputing

   Periocular Embedding Learning with Consistent Knowledge Distillation from Face

   Yoon Gyo Jung^*, Jaewoo Park^*, Cheng-Yaw Low, and 3 more authors

   Neurocomputing, 2024

   arXiv Bib

   @article{jung2024periocularkd,
     title = {Periocular Embedding Learning with Consistent Knowledge Distillation from Face},
     author = {Jung, Yoon Gyo and Park, Jaewoo and Low, Cheng-Yaw and Chai, Jacky Chen Long and Tiong, Leslie Ching Ow and Teoh, Andrew Beng Jin},
     journal = {Neurocomputing},
     volume = {575},
     pages = {127263},
     year = {2024},
   }

6. Appl. Sci.

   CoreTemp: Coreset Sampled Templates for Multimodal Mobile Biometrics

   Jaeho Yoon, Jaewoo Park, Jungyun Kim, and 1 more author

   Applied Sciences, 2024

   DOI Bib

   @article{yoon2024coretemp,
     title = {CoreTemp: Coreset Sampled Templates for Multimodal Mobile Biometrics},
     author = {Yoon, Jaeho and Park, Jaewoo and Kim, Jungyun and Teoh, Andrew Beng Jin},
     journal = {Applied Sciences},
     volume = {14},
     number = {12},
     pages = {5183},
     year = {2024},
     doi = {10.3390/app14125183},
   }

7. arXiv

   Background-Aware Defect Generation for Robust Industrial Anomaly Detection

   Youngjae Cho, Gwangyeol Kim, Sirojbek Safarov, and 2 more authors

   arXiv preprint arXiv:2411.16767, 2024

   arXiv Bib

   @article{cho2024background,
     title = {Background-Aware Defect Generation for Robust Industrial Anomaly Detection},
     author = {Cho, Youngjae and Kim, Gwangyeol and Safarov, Sirojbek and Bang, Seongdeok and Park, Jaewoo},
     journal = {arXiv preprint arXiv:2411.16767},
     year = {2024},
   }

2023

1. ICCV

   Nearest Neighbor Guidance for Out-of-Distribution Detection

   Jaewoo Park^*, Yoon Gyo Jung^*, and Andrew Beng Jin Teoh

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023

   arXiv Bib

   @inproceedings{park2023nnguide,
     title = {Nearest Neighbor Guidance for Out-of-Distribution Detection},
     author = {Park, Jaewoo and Jung, Yoon Gyo and Teoh, Andrew Beng Jin},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
     pages = {1686--1695},
     year = {2023},
   }

2. ICCV

   Understanding the Feature Norm for Out-of-Distribution Detection

   Jaewoo Park, Jacky Chen Long Chai, Jaeho Yoon, and 1 more author

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023

   arXiv Bib

   @inproceedings{park2023featurenorm,
     title = {Understanding the Feature Norm for Out-of-Distribution Detection},
     author = {Park, Jaewoo and Chai, Jacky Chen Long and Yoon, Jaeho and Teoh, Andrew Beng Jin},
     booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
     year = {2023},
   }

3. CVPR

   Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation

   Jacky Chen Long Chai, Tiong-Sik Ng, Cheng-Yaw Low, and 2 more authors

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

   arXiv Bib

   @inproceedings{chai2023recognizability,
     title = {Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation},
     author = {Chai, Jacky Chen Long and Ng, Tiong-Sik and Low, Cheng-Yaw and Park, Jaewoo and Teoh, Andrew Beng Jin},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     year = {2023},
   }

4. ACM MM

   Pretrained Implicit-Ensemble Transformer for Open-Set Authentication on Multimodal Mobile Biometrics

   Jaeho Yoon^*, Jaewoo Park^*, Kensuke Wagata, and 2 more authors

   In Proceedings of the 31st ACM International Conference on Multimedia (ACM MM), 2023

   DOI Bib

   @inproceedings{yoon2023transformer,
     title = {Pretrained Implicit-Ensemble Transformer for Open-Set Authentication on Multimodal Mobile Biometrics},
     author = {Yoon, Jaeho and Park, Jaewoo and Wagata, Kensuke and Park, Hojin and Teoh, Andrew Beng Jin},
     booktitle = {Proceedings of the 31st ACM International Conference on Multimedia (ACM MM)},
     pages = {5909--5922},
     year = {2023},
     doi = {10.1145/3581783.3612467},
   }

5. ICIP

   Towards Query Efficient and Generalizable Black-Box Face Reconstruction Attack

   Hojin Park, Jaewoo Park, Xingbo Dong, and 1 more author

   In IEEE International Conference on Image Processing (ICIP), 2023

   Bib HTML Code

   @inproceedings{park2023blackbox,
     title = {Towards Query Efficient and Generalizable Black-Box Face Reconstruction Attack},
     author = {Park, Hojin and Park, Jaewoo and Dong, Xingbo and Teoh, Andrew Beng Jin},
     booktitle = {IEEE International Conference on Image Processing (ICIP)},
     pages = {1060--1064},
     year = {2023},
   }

6. BMVC

   SlackedFace: Learning a Slacked Margin for Low-Resolution Face Recognition

   Cheng-Yaw Low, Jacky Chen Long Chai, Jaewoo Park, and 2 more authors

   In British Machine Vision Conference (BMVC), 2023

   Bib HTML

   @inproceedings{low2023slackedface,
     title = {SlackedFace: Learning a Slacked Margin for Low-Resolution Face Recognition},
     author = {Low, Cheng-Yaw and Chai, Jacky Chen Long and Park, Jaewoo and An, Kyeongjin and Cha, Meeyoung},
     booktitle = {British Machine Vision Conference (BMVC)},
     year = {2023},
   }

2022

1. ICPR

   Open-Set Face Identification on Few-Shot Gallery by Fine-Tuning

   Hojin Park, Jaewoo Park, and Andrew Beng Jin Teoh

   In International Conference on Pattern Recognition (ICPR), 2022

   arXiv Bib

   @inproceedings{park2022openset,
     title = {Open-Set Face Identification on Few-Shot Gallery by Fine-Tuning},
     author = {Park, Hojin and Park, Jaewoo and Teoh, Andrew Beng Jin},
     booktitle = {International Conference on Pattern Recognition (ICPR)},
     pages = {1026--1032},
     year = {2022},
   }

2. TIP

   Divergent Angular Representation for Open Set Image Recognition

   Jaewoo Park, Cheng-Yaw Low, and Andrew Beng Jin Teoh

   IEEE Transactions on Image Processing, 2022

   Bib HTML

   @article{park2022divergent,
     title = {Divergent Angular Representation for Open Set Image Recognition},
     author = {Park, Jaewoo and Low, Cheng-Yaw and Teoh, Andrew Beng Jin},
     journal = {IEEE Transactions on Image Processing},
     volume = {31},
     pages = {176--189},
     year = {2022},
   }

2021

1. SPL

   MIND-Net: A Deep Mutual Information Distillation Network for Realistic Low-Resolution Face Recognition

   Cheng-Yaw Low, Andrew Beng Jin Teoh, and Jaewoo Park

   IEEE Signal Processing Letters, 2021

   DOI Bib

   @article{low2021mindnet,
     title = {MIND-Net: A Deep Mutual Information Distillation Network for Realistic Low-Resolution Face Recognition},
     author = {Low, Cheng-Yaw and Teoh, Andrew Beng Jin and Park, Jaewoo},
     journal = {IEEE Signal Processing Letters},
     volume = {28},
     pages = {354--358},
     year = {2021},
     doi = {10.1109/LSP.2021.3053480},
   }

2020

1. ICPR

   Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection

   Jaewoo Park, Yoon Gyo Jung, and Andrew Beng Jin Teoh

   In International Conference on Pattern Recognition (ICPR), 2020

   arXiv Bib

   @inproceedings{park2020discriminative,
     title = {Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection},
     author = {Park, Jaewoo and Jung, Yoon Gyo and Teoh, Andrew Beng Jin},
     booktitle = {International Conference on Pattern Recognition (ICPR)},
     pages = {7095--7102},
     year = {2020},
   }

2. ICPR

   Revisiting ImprovedGAN with Metric Learning for Semi-Supervised Learning

   Jaewoo Park, Yoon Gyo Jung, and Andrew Beng Jin Teoh

   In International Conference on Pattern Recognition (ICPR), 2020

   DOI Bib

   @inproceedings{park2020improvedgan,
     title = {Revisiting ImprovedGAN with Metric Learning for Semi-Supervised Learning},
     author = {Park, Jaewoo and Jung, Yoon Gyo and Teoh, Andrew Beng Jin},
     booktitle = {International Conference on Pattern Recognition (ICPR)},
     pages = {1467--1474},
     year = {2020},
     doi = {10.1109/ICPR48806.2021.9413222},
   }

3. TCYB

   Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification

   Cheng-Yaw Low, Jaewoo Park, and Andrew Beng Jin Teoh

   IEEE Transactions on Cybernetics, 2020

   arXiv Bib

   @article{low2020dan,
     title = {Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification},
     author = {Low, Cheng-Yaw and Park, Jaewoo and Teoh, Andrew Beng Jin},
     journal = {IEEE Transactions on Cybernetics},
     volume = {50},
     number = {12},
     pages = {5021--5034},
     year = {2020},
   }

4. SPL

   Periocular Recognition in the Wild with Generalized Label Smoothing Regularization

   Yoon Gyo Jung, Cheng-Yaw Low, Jaewoo Park, and 1 more author

   IEEE Signal Processing Letters, 2020

   DOI Bib

   @article{jung2020periocular,
     title = {Periocular Recognition in the Wild with Generalized Label Smoothing Regularization},
     author = {Jung, Yoon Gyo and Low, Cheng-Yaw and Park, Jaewoo and Teoh, Andrew Beng Jin},
     journal = {IEEE Signal Processing Letters},
     volume = {27},
     pages = {1455--1459},
     year = {2020},
     doi = {10.1109/LSP.2020.3014472},
   }

5. ICDIP

   Periocular Recognition in the Wild with Learned Label Smoothing Regularization

   Yoon Gyo Jung, Jaewoo Park, Leslie Ching Ow Tiong, and 1 more author

   In Twelfth International Conference on Digital Image Processing (ICDIP), 2020

   DOI Bib

   @inproceedings{jung2020periocularicdip,
     title = {Periocular Recognition in the Wild with Learned Label Smoothing Regularization},
     author = {Jung, Yoon Gyo and Park, Jaewoo and Tiong, Leslie Ching Ow and Teoh, Andrew Beng Jin},
     booktitle = {Twelfth International Conference on Digital Image Processing (ICDIP)},
     year = {2020},
     doi = {10.1117/12.2573072},
   }