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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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 Instance Segmentation Algorithms for Video Surveillance
1/08/22 → 31/07/23
Project: Government Ministry › Ministry of Science and Technology
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Co-Occurrence Deep Network Learning for Unsupervised Common Pattern Detection
1/08/20 → 31/07/21
Project: Government Ministry › Ministry of Science and Technology
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Developing Deep Instance Segmentation Algorithms for Video Surveillance
1/08/20 → 31/07/21
Project: Government Ministry › Ministry of Science and Technology
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Deep Learning Networks for Applications with Limited Labeling Data
1/01/20 → 31/12/20
Project: Government Ministry › Ministry of Science and Technology
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Regularizing Meta-learning via Gradient Dropout
Tseng, H. Y., Chen, Y. W., Tsai, Y. H., Liu, S., Lin, Y. Y. & Yang, M. H., 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
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Deep Co-Saliency Detection via Stacked Autoencoder-Enabled Fusion and Self-Trained CNNs
Tsai, C. C., Hsu, K. J., Lin, Y-Y., Qian, X. & Chuang, Y. Y., Apr 2020, In: IEEE Transactions on Multimedia. 22, 4, p. 1016-1031 16 p., 8809285.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
DGGAN: Depth-image guided generative adversarial networks for disentangling RGB and depth images in 3D hand pose estimation
Chen, L., Lin, S. Y., Xie, Y., Lin, Y. Y., Fan, W. & Xie, X., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 400-408 9 p. 9093380. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations -
Every Pixel Matters: Center-Aware Feature Alignment for Domain Adaptive Object Detector
Hsu, C. C., Tsai, Y. H., Lin, Y. Y. & Yang, M. H., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 733-748 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12354 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Learning from Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism
Lin, J. C., Wei, W. L., Lin, Y. Y., Liu, T. L. & Liao, H. Y. M., 12 Oct 2020, MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 102-110 9 p. (MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia).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