Projects per year
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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Dive into the research topics where Yen-Yu Lin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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CSGaussian: Progressive Rate-Distortion Compression and Segmentation for 3D Gaussian Splatting
Tseng, Y. J., Kao, C. H., Chen, J. Z., Gnutti, A., Lo, S. Y., Lin, Y. Y. & Peng, W. H., 2026, Proceedings - 2026 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026. Institute of Electrical and Electronics Engineers Inc., p. 6883-6892 10 p. (Proceedings - 2026 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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., 1 Jul 2026, In: IEEE Transactions on Circuits and Systems for Video Technology. 36, 7, p. 10836-10851 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
HDR Reconstruction Boosting with Training-Free and Exposure-Consistent Diffusion
Lin, Y. T., Chen, S. K., Hu, H. N., Lin, Y. Y. & Liu, Y. L., 2026, Proceedings - 2026 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026. Institute of Electrical and Electronics Engineers Inc., p. 7513-7523 11 p. (Proceedings - 2026 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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., 1 Jul 2026, In: IEEE Transactions on Radiation and Plasma Medical Sciences. 10, 6, p. 861-871 11 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
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
6 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