Yen-Yu Lin

Professor

Institute of Computer Science and Engineering

https://orcid.org/0000-0002-7183-6070

Emaillin@cs.nctu.edu.tw

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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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2 Not started
2 Active
3 Finished

Co-Occurrence Deep Network Learning for Unsupervised Common Pattern Detection
Lin, Y.
1/08/20 → 31/07/21
Project: Government Ministry › Ministry of Science and Technology
Developing Deep Instance Segmentation Algorithms for Video Surveillance
Lin, Y.
1/08/20 → 31/07/21
Project: Government Ministry › Ministry of Science and Technology
Developing Deep Instance Segmentation Algorithms for Video Surveillance
Lin, Y.
1/08/22 → 31/07/23
Project: Government Ministry › Ministry of Science and Technology
Developing Deep Instance Segmentation Algorithms for Video Surveillance
Lin, Y.
1/08/21 → 31/07/22
Project: Government Ministry › Ministry of Science and Technology
Deep Learning Networks for Applications with Limited Labeling Data
Lin, Y.
1/01/20 → 31/12/20
Project: Government Ministry › Ministry of Science and Technology

41 Conference contribution
17 Article
14 Chapter
5 Paper
More
- 2 Conference article

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
1 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

4 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
Referring expression object segmentation with caption-aware consistency
Chen, Y. W., Tsai, Y. H., Wang, T., Lin, Y. Y. & Yang, M. H., 2020.
Research output: Contribution to conference › Paper › peer-review

1 Scopus citations
Spatiotemporal super-resolution with cross-task consistency and its semi-supervised extension
Lin, H. Y., Hsiu, P. C., Kuo, T. W. & Lin, Y. Y., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 615-622 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Best Paper Finalist, IEEE Computer Vision and Pattern Recognition (CVPR)
Lin, Yen-Yu (Recipient), 2019
Prize: Honorary award
Best Poster Award, International Computer Symposium (ICS)
Lin, Yen-Yu (Recipient), 2014
Prize: Honorary award
Best Student Paper Award Honorable Mention, Asian Conference on Computer Vision (ACCV)
Lin, Yen-Yu (Recipient), 2018
Prize: Honorary award
Best Student Paper Award Runner-up, ACM International Conference on Multimedia (ACMMM))
Lin, Yen-Yu (Recipient), 2005
Prize: Honorary award
Exploration Research Award, Pan Wen Yuan Foundation
Lin, Yen-Yu (Recipient), 2018
Prize: Honorary award