Personal profile
Research Interests
computer vision, machine learning, artificial intelligence, deep learning
Education/Academic qualification
PhD, National Taiwan University
Sep 2005 → Oct 2010
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Collaborations and top research areas from the last five years
Projects
- 13 Finished
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開發適用於新型視覺資料的低標註成本深度學習演算法(II)
Lin, Y.-Y. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Other Government Ministry Institute
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開發適用於新型視覺資料的低標註成本深度學習演算法(II)
Lin, Y.-Y. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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開發適用於新型視覺資料的低標註成本深度學習演算法(II)
Lin, Y.-Y. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Developing Deep Instance Segmentation Algorithms for Video Surveillance
Lin, Y.-Y. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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低標註資源應用之深度學習技術開發(4/4)
Lin, Y.-Y. (PI)
1/01/22 → 31/12/22
Project: Government Ministry › Other Government Ministry Institute
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GOT-JEPA: Generic Object Tracking with Model Adaptation and Occlusion Handling using Joint-Embedding Predictive Architecture
Chen, S. F., Chen, J. C., Jhuo, I. H. & Lin, Y. Y., 2026, (Accepted/In press) In: IEEE Transactions on Circuits and Systems for Video Technology.Research output: Contribution to journal › Article › peer-review
Open Access -
Spatiotemporal Deformable Transformer for Lung Cancer Risk Prediction Using Low-Dose CT Images
Chang, Y. H., Lin, Y. H., Meng, H. C., Wu, S., Lin, Y. Y. & Huang, C. R., 2026, (Accepted/In press) In: IEEE Transactions on Radiation and Plasma Medical Sciences.Research output: Contribution to journal › Article › peer-review
Open Access -
AuraFusion360: Augmented Unseen Region Alignment for Reference-based 360° Unbounded Scene Inpainting
Wu, C. H., Chen, Y. J., Chen, Y. H., Lee, J. Y., Ke, B. H., Mu, C. W. T., Huan, Y. C., Lin, C. Y., Chen, M. H., Lin, Y. Y. & Liu, Y. L., 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 16366-16376 11 p.Research output: Contribution to journal › Conference article › peer-review
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CONSISTENT VIEW SYNTHESIS WITH BIDIRECTIONAL EPIPOLAR ATTENTION AND RECONSTRUCTION
Chiu, I. C., Chen, J. C., Jhuo, I. H. & Lin, Y. Y., 2025, 2025 IEEE International Conference on Image Processing, ICIP 2025 - Proceedings. IEEE Computer Society, p. 1073-1078 6 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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CorrFill: Enhancing Faithfulness in Reference-Based Inpainting with Correspondence Guidance in Diffusion Models
Liu, K. H., Yang, C. K., Chen, M. H., Liu, Y. L. & Lin, Y. Y., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 1618-1627 10 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
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Best Paper Finalist, IEEE Computer Vision and Pattern Recognition (CVPR)
Lin, Y.-Y. (Recipient), 2019
Prize: Honorary award
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Best Poster Award, International Computer Symposium (ICS)
Lin, Y.-Y. (Recipient), 2014
Prize: Honorary award
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Best Student Paper Award Honorable Mention, Asian Conference on Computer Vision (ACCV)
Lin, Y.-Y. (Recipient), 2018
Prize: Honorary award
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Best Student Paper Award Runner-up, ACM International Conference on Multimedia (ACMMM))
Lin, Y.-Y. (Recipient), 2005
Prize: Honorary award
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Exploration Research Award, Pan Wen Yuan Foundation
Lin, Y.-Y. (Recipient), 2018
Prize: Honorary award