Jiebo Luo - Selected Publications#

1. Video-aided Unsupervised Grammar Induction, S. Zhang, L. Song, L. Jin, D. Yu, J. Luo, Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), June 2021. [Best Long Paper]

2. Guo-Jun Qi, Jiebo Luo, “Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods,” IEEE Transactions on Pattern Analysis and Machine Intelligence, published online in October 2020.

3. End-to-end Multi-Modal Multi-Task Vehicle Control for Self-Driving Cars with Visual Perception, Z. Yang, Y. Zhang, J. Yu, J. Cai, J. Luo, IAPR/IEEE International Conference on Pattern Recognition (ICPR), Beijing, China, August 2018. (Best Industrial Related Paper)

4. Image captioning with semantic attention, Q. You, H. Jin, Z. Wang, C. Fang, J. Luo. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 (CVPR Spotlight, Google Scholar Citation: 1385)

5. Visual event recognition in videos by learning from web data, L. Duan, D. Xu, I.W.H. Tsang, J. Luo, IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(9):1667-1680, 2012 (Google Scholar Citation: 480, 2010 CVPR Best Student Paper)

6. Recognizing realistic actions from videos in the wild, J. Liu, J. Luo, M. Shah, IEEE Conference on Computer Vision and Pattern Recognition, 2009. (CVPR Oral, Google Scholar Citation: 1345, the origin of the widely-used UCF 101 action recognition dataset)

7. Learning multi-label scene classification, M.R. Boutell, J. Luo, X. Shen, C.M. Brown, Pattern Recognition 37(9):1757-1771, 2004. (Google Scholar Citation: 2382, the first paper that defines multi-label classification)

8. Tag-based Image Retrieval Improved by SVM with Augmented Features and Group-based Refinement, L. Chen, D. Xu, I. W. Tsang, J. Luo, IEEE Trans. on Multimedia, Special Issue on Learning Semantics from Multimedia Web Resources, 14(4): 1057-1067, April 2012. (2014 IEEE Multimedia Prize Paper)

9. Deep Network Design for Medical Image Computing. Haofu Liao, Shaohua Kevin Zhou, Jiebo Luo, Elsevier, a new book expected in 2022.

10. Social Media Modeling and Computing. Steven Hoi, Jiebo Luo, Susanne Boll, Dong Xu, Rong Jin, and Irwin King (Eds.), Advances in Pattern Recognition book series by Springer, 2011.