YANG Tianyu (楊田雨)
Research Output
- 2023
- Accepted/In press/Filed
DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks
WU, Q., YANG, T., LIU, Z., Wu, B., Shan, Y. & Chan, A. B., Jun 2023, (Accepted/In press/Filed).Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 32_Refereed conference paper (no ISBN/ISSN) › peer-review
- 2021
- Published
Visual Tracking via Dynamic Memory Networks
Yang, T. & Chan, A. B., Jan 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 1, p. 360-374 15 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 24 - 2020
- Published
ROAM: Recurrently Optimizing Tracking Model
Yang, T., Xu, P., Hu, R., Chai, H. & Chan, A. B., Jun 2020, Proceedings 2020 IEEE/CVF International Conference on Computer Vision and Pattern Recognition. IEEE, p. 6717-6726 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 80 - 2019
- Published
Density-Preserving Hierarchical EM Algorithm: Simplifying Gaussian Mixture Models for Approximate Inference
Yu, L., Yang, T. & Chan, A. B., Jun 2019, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 6, p. 1323-1337Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 24 - 2018
- Published
Learning Dynamic Memory Networks for Object Tracking
Yang, T. & Chan, A. B., Sep 2018, Computer Vision – ECCV 2018: 15th European Conference, 2018, Proceedings. Ferrari, V., Hebert, M. & Sminchisescu, C. (eds.). Springer Verlag, p. 153-169 (Lecture Notes in Computer Science; vol. 11213).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 73 - 2017
- Published
Recurrent Filter Learning for Visual Tracking
Yang, T. & Chan, A. B., Oct 2017, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. IEEE, p. 2010-2019Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 64 - 2016
- Published
Approximate Inference for Generic Likelihoods via Density-Preserving GMM Simplification
YU, L., YANG, T. & Chan, A. B., Dec 2016.Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 32_Refereed conference paper (no ISBN/ISSN) › peer-review
