!!Jiebo Luo - Selected Publications
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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]\\
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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.\\
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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)\\
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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)\\
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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)\\
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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)\\
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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)\\
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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)\\
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9. Deep Network Design for Medical Image Computing. Haofu Liao, Shaohua Kevin Zhou, Jiebo Luo, Elsevier, a new book expected in 2022.\\
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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.