Junsuk Choe

Most-cited papers

CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features
Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Seong Joon Oh +2 more
2019IEEE International Conference on Computer Vision6,341 citations Open access
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Rethinking Spatial Dimensions of Vision Transformers
Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun +2 more
2021IEEE International Conference on Computer Vision786 citations Open access
Semantic Scholar
Attention-Based Dropout Layer for Weakly Supervised Object Localization
Junsuk Choe, Hyunjung Shim
2019Computer Vision and Pattern Recognition422 citations Open access
Semantic Scholar
Evaluating Weakly Supervised Object Localization Methods Right
Junsuk Choe, Seong Joon Oh, Seung-Ho Lee, Sanghyuk Chun +2 more
2020Computer Vision and Pattern Recognition218 citations Open access
Semantic Scholar
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han +2 more
2021Computer Vision and Pattern Recognition181 citations
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Weakly Supervised Semantic Segmentation using Out-of-Distribution Data
Jungbeom Lee, Seong Joon Oh, Sangdoo Yun, Junsuk Choe +2 more
2022Computer Vision and Pattern Recognition125 citations Open access
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Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation
Junsuk Choe, Seung-Ho Lee, Hyunjung Shim
2020IEEE Transactions on Pattern Analysis and Machine Intelligence118 citations
Semantic Scholar
Face Generation for Low-Shot Learning Using Generative Adversarial Networks
Junsuk Choe, Song Park, Kyungmin Kim, J. Park +2 more
20172017 IEEE International Conference on Computer Vision Workshops (ICCVW)70 citations
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An Empirical Evaluation on Robustness and Uncertainty of Regularization Methods
Sanghyuk Chun, Seong Joon Oh, Sangdoo Yun, Dongyoon Han +2 more
2020arXiv.org57 citations
Semantic Scholar
Normalization Matters in Weakly Supervised Object Localization
Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak
2021IEEE International Conference on Computer Vision37 citations Open access
Semantic Scholar
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets
Junsuk Choe, Seong Joon Oh, Sanghyuk Chun, Seung-Ho Lee +2 more
2020IEEE Transactions on Pattern Analysis and Machine Intelligence33 citations Open access
Semantic Scholar
Keep CALM and Improve Visual Feature Attribution
Jae Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh
2021IEEE International Conference on Computer Vision24 citations Open access
Semantic Scholar
Region-based dropout with attention prior for weakly supervised object localization
Junsuk Choe, Dongyoon Han, Sangdoo Yun, Jung-Woo Ha +2 more
2021Pattern Recognition22 citations
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Weakly Supervised Semantic Segmentation for Driving Scenes
Dongseob Kim, Seung-Ho Lee, Junsuk Choe, Hyunjung Shim
2023AAAI Conference on Artificial Intelligence18 citations
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Weakly-supervised Incremental learning for Semantic segmentation with Class Hierarchy
Hyoseo Kim, Junsuk Choe
2024Pattern Recognition Letters16 citations Open access
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Contrastive Attention Maps for Self-supervised Co-localization
Minsong Ki, Youngjung Uh, Junsuk Choe, Hyeran Byun
2021IEEE International Conference on Computer Vision12 citations
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Entropy regularization for weakly supervised object localization
D. Hwang, Jung-Woo Ha, Hyunjung Shim, Junsuk Choe
2023Pattern Recognition Letters11 citations
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NegMerge: Sign-Consensual Weight Merging for Machine Unlearning
Hyoseo Kim, Dongyoon Han, Junsuk Choe
2024International Conference on Machine Learning9 citations
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Curriculum learning with class-label composition for weakly supervised semantic segmentation
Dongjun Hwang, Hyoseo Kim, Doyeol Baek, Hyunbin Kim +2 more
2025Pattern Recognition Letters8 citations
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Improved Techniques For Weakly-Supervised Object Localization
Junsuk Choe, J. Park, Hyunjung Shim
20188 citations
Semantic Scholar
Neglected Free Lunch – Learning Image Classifiers Using Annotation Byproducts
Dongyoon Han, Junsuk Choe, Se-Young Chun, John Joon Young Chung +4 more
2023IEEE International Conference on Computer Vision5 citations Open access
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Small Objects Matters in Weakly-supervised Semantic Segmentation
Cheol Mun, S. Lee, Youngjung Uh, Junsuk Choe +1 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision5 citations Open access
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Fog-free training for foggy scene understanding
Minyoung Lee, Kyungwoo Song, Junsuk Choe
2025Pattern Recognition Letters4 citations Open access
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VHOIP: Video-based Human-Object Interaction recognition with CLIP Prior knowledge
Doyeol Baek, Junsuk Choe
2025Pattern Recognition Letters3 citations Open access
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Rethinking the Use of Vision Transformers for AI-Generated Image Detection
Nahyeon Park, Kunhee Kim, Junsuk Choe, Hyunjung Shim
2025arXiv.org3 citations
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Improving ViT interpretability with patch-level mask prediction
Junyong Kang, B. Heo, Junsuk Choe
2024Pattern Recognition Letters3 citations Open access
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Small object matters in weakly supervised object localization
Dongjun Hwang, S. Oh, Junsuk Choe
2025Neurocomputing2 citations
Semantic Scholar
What "Not" to Detect: Negation-Aware VLMs via Structured Reasoning and Token Merging
Inha Kang, Y. Lim, Seonho Lee, Ji-Ho Choi +2 more
2025arXiv.org2 citations
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Generative Adversarial Networks for Unsupervised Object Co-localization
Junsuk Choe, J. Park, Hyunjung Shim
20182 citations
Semantic Scholar
Improved Techniques For Weakly-Supervised Object Localization
Junsuk Choe, J. Park, Hyunjung Shim
2018arXiv.org2 citations
Semantic Scholar
OVS Meets Continual Learning: Towards Sustainable Open-Vocabulary Segmentation
Dongjun Hwang, Minyoung Lee, S. Oh, Junsuk Choe
2024Neural Information Processing Systems1 citations Open access
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Discovering an inference recipe for weakly-supervised object localization
Sanghuk Lee, Cheolhyun Mun, Youngjung Uh, Junsuk Choe +1 more
2024Pattern Recognition1 citations
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Unsupervised Object Localization using Generative Adversarial Networks
Junsuk Choe, J. Park, Hyunjung Shim
2018arXiv.org1 citations
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Robust approach to inverse lighting using RGB-D images
Junsuk Choe, Hyunjung Shim
2018Information Sciences1 citations
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Inverse lighting for non-homogeneous objects from color and depth image using wavelet representation
Junsuk Choe, Hyunjung Shim
2015Electronic imaging1 citations
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Sampling Bag of Views for Open-Vocabulary Object Detection
Ho-Jun Choi, Junsuk Choe, Hyunjung Shim
2024arXiv.org0 citations
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Supplementary material for Normalization Matters in Weakly Supervised Object Localization
Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak
20210 citations
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(Supplementary materials) Small Objects Matters in Weakly-supervised Semantic Segmentation
Cheolhyun Mun, Sanghuk Lee, Youngjung Uh, Junsuk Choe +1 more
0 citations
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