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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低標註資源應用之深度學習技術開發(4/4)
1/01/22 → 31/12/22
Project: Government Ministry › Ministry of Science and Technology
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Developing Deep Instance Segmentation Algorithms for Video Surveillance
1/08/21 → 31/07/22
Project: Government Ministry › Ministry of Science and Technology
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Developing Deep Learning Algorithms For Novel Visual Data Using Limited Annotations
1/08/21 → 31/07/22
Project: Government Ministry › Ministry of Science and Technology
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Developing Deep Instance Segmentation Algorithms for Video Surveillance
1/08/22 → 31/07/23
Project: Government Ministry › Ministry of Science and Technology
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Deep Learning Networks For Applications With Limited Labeling Data
1/01/21 → 31/12/21
Project: Government Ministry › Ministry of Science and Technology
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End-to-End Key-Player-Based Group Activity Recognition Network Applied to Basketball Offensive Tactic Identification in Limited Data Scenarios
Tsai, T. Y., Lin, Y-Y., Jeng, S. K. & Liao, H. Y. M., 20 Jul 2021, In: IEEE Access. 9, p. 104395-104404 10 p., 9492072.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
MVHM: A large-scale multi-view hand mesh benchmark for accurate 3D hand pose estimation
Chen, L., Lin, S. Y., Xie, Y., Lin, Y-Y. & Xie, X., 3 Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 836-845 10 p. 9423409. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Regularizing Meta-learning via Gradient Dropout
Tseng, H. Y., Chen, Y. W., Tsai, Y. H., Liu, S., Lin, Y. Y. & Yang, M. H., Feb 2021, Computer Vision – ACCV 2020 - 15th Asian Conference on Computer Vision, 2020, Revised Selected Papers. Ishikawa, H., Liu, C-L., Pajdla, T. & Shi, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 218-234 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12625 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-Segmentation
Chen, Y. C., Lin, Y-Y., Yang, M. H. & Huang, J. B., 1 Oct 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 10, p. 3632-3647 16 p., 9057736.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
SOFT RANKING THRESHOLD LOSSES FOR IMAGE RETRIEVAL
Yang, C. A., Wang, Z., Lin, Y. Y. & Chuang, Y. Y., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 1339-1343 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
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Best Paper Finalist, IEEE Computer Vision and Pattern Recognition (CVPR)
Lin, Yen-Yu (Recipient), 2019
Prize: Honorary award
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Best Poster Award, International Computer Symposium (ICS)
Lin, Yen-Yu (Recipient), 2014
Prize: Honorary award
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Best Student Paper Award Honorable Mention, Asian Conference on Computer Vision (ACCV)
Lin, Yen-Yu (Recipient), 2018
Prize: Honorary award
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Best Student Paper Award Runner-up, ACM International Conference on Multimedia (ACMMM))
Lin, Yen-Yu (Recipient), 2005
Prize: Honorary award
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Exploration Research Award, Pan Wen Yuan Foundation
Lin, Yen-Yu (Recipient), 2018
Prize: Honorary award