Donggeun Yoo

Computer Science · Physical Sciences

15h-index1.6kcitations40works4.72yr avg
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Research Topics

Advanced Neural Network Applications(14), Advanced Image and Video Retrieval Techniques(14), Domain Adaptation and Few-Shot Learning(8), Visual Attention and Saliency Detection(7), Generative Adversarial Networks and Image Synthesis(6)

Publications40 total

SPEC-CXR: Advancing Clinical Safety Through Entity-Level Performance Evaluation of Chest X-ray Report Generation
Lecture notes in computer science·2025
Artificial intelligence (AI) –powered H&E whole-slide image (WSI) analysis to predict recurrence in hormone receptor positive (HR+) early breast cancer (EBC).
Journal of Clinical Oncology·2024
Clinical Validation of Artificial Intelligence–Powered PD-L1 Tumor Proportion Score Interpretation for Immune Checkpoint Inhibitor Response Prediction in Non–Small Cell Lung Cancer
JCO Precision Oncology·2024· 14 cited
Improving Multi-fidelity Optimization with a Recurring Learning Rate for Hyperparameter Tuning
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 6 cited
Interactive Multi-Class Tiny-Object Detection
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 26 cited
Reducing Domain Gap by Reducing Style Bias
2021· 7 citedOpen Access
Learning Visual Context by Comparison
arXiv (Cornell University)·2020Open Access
Learning Visual Context by Comparison
Lecture notes in computer science·2020· 15 cited
Reducing Domain Gap via Style-Agnostic Networks.
2019· 30 cited
Photometric Transformer Networks and Label Adjustment for Breast Density Prediction
2019· 17 cited
Visuomotor Understanding for Representation Learning of Driving Scenes
arXiv (Cornell University)·2019· 6 citedOpen Access
PseudoEdgeNet: Nuclei Segmentation only with Point Annotations
arXiv (Cornell University)·2019· 8 citedOpen Access
Learning Loss for Active Learning
2019· 15 citedOpen Access
PseudoEdgeNet: Nuclei Segmentation only with Point Annotations
Lecture notes in computer science·2019· 76 cited
Coarse-to-Fine Clothing Image Generation with Progressively Constructed Conditional GAN
2019· 3 citedOpen Access
Coarse-to-Fine Clothing Image Generation with Progressively Constructed Conditional GAN
2019· 4 cited
Deep learning based visual recognition robust against background clutters = 배경 교란에 강인한 딥러닝 기반 시각 인식
2019
Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning
2018· 9 citedOpen Access
Learning Image Representations by Completing Damaged Jigsaw Puzzles
2018· 167 cited
Learning Image Representations by Completing Damaged Jigsaw Puzzles
arXiv (Cornell University)·2018· 26 citedOpen Access
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Frequent Co-authors

In So Kweon(22), Joon‐Young Lee(8), Sunggyun Park(7), Jongchan Park(6), Kyunghyun Paeng(5), Dahun Kim(4), Donghyeon Cho(4), Anthony S. Paek(3), Sérgio Pereira(3), Sung‐Eui Yoon(3), Young‐Jin Yoon(2), Hae‐Gon Jeon(2), Inwan Yoo(2), Nam Il Kim(2), Hyeonseob Nam(2), Wonjun Yoon(2), Seonwook Park(2), Minchul Kim(2), Seil Na(2), Chang Min Park(2)