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Subspace Representation Learning for Few-shot Image Classification


May 05, 2021
Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann


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Pose Guided Person Image Generation with Hidden p-Norm Regression


Feb 19, 2021
Ting-Yao Hu, Alexander G. Hauptmann


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Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation


Oct 31, 2020
Guoliang Kang, Yunchao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann

* Accepted by NeurIPS 2020 (oral). Code: https://github.com/kgl-prml/Pixel- Level-Cycle-Association 

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Training-free Monocular 3D Event Detection System for Traffic Surveillance


Feb 01, 2020
Lijun Yu, Peng Chen, Wenhe Liu, Guoliang Kang, Alexander G. Hauptmann

* To be published in 2019 IEEE International Conference on Big Data (Big Data), IEEE 

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Hidden Two-Stream Convolutional Networks for Action Recognition


Oct 30, 2018
Yi Zhu, Zhenzhong Lan, Shawn Newsam, Alexander G. Hauptmann

* Accepted at ACCV 2018, camera ready. Code available at https://github.com/bryanyzhu/Hidden-Two-Stream 

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Learning Distributional Representation and Set Distance for Multi-shot Person Re-identification


Aug 03, 2018
Ting-Yao Hu, Xiaojun Chang, Alexander G. Hauptmann


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A Closer Look at Weak Label Learning for Audio Events


Apr 24, 2018
Ankit Shah, Anurag Kumar, Alexander G. Hauptmann, Bhiksha Raj

* 10 pages 

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DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation


Mar 07, 2018
Jiang Liu, Chenqiang Gao, Deyu Meng, Alexander G. Hauptmann

* CVPR 2018 

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Self-paced Learning for Weakly Supervised Evidence Discovery in Multimedia Event Search


Oct 23, 2017
Mengyi Liu, Lu Jiang, Shiguang Shan, Alexander G. Hauptmann

* This paper has been withdrawn by the author due to a crucial error in tables 

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Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video Classification


Jul 25, 2017
Po-Yao Huang, Ye Yuan, Zhenzhong Lan, Lu Jiang, Alexander G. Hauptmann


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Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification


Jul 25, 2017
De Cheng, Yihong Gong, Zhihui Li, Weiwei Shi, Alexander G. Hauptmann, Nanning Zheng

* 9 pages, 4 figures 

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Simple to Complex Cross-modal Learning to Rank


Jul 07, 2017
Minnan Luo, Xiaojun Chang, Zhihui Li, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng

* 14 pages; Accepted by Computer Vision and Image Understanding 

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Guided Optical Flow Learning


Jul 01, 2017
Yi Zhu, Zhenzhong Lan, Shawn Newsam, Alexander G. Hauptmann

* CVPR17 Workshop. Code available at https://github.com/bryanyzhu/GuidedNet 

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Long-Term Identity-Aware Multi-Person Tracking for Surveillance Video Summarization


Apr 11, 2017
Shoou-I Yu, Yi Yang, Xuanchong Li, Alexander G. Hauptmann


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Deep Local Video Feature for Action Recognition


Jan 28, 2017
Zhenzhong Lan, Yi Zhu, Alexander G. Hauptmann


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Person Re-identification: Past, Present and Future


Oct 10, 2016
Liang Zheng, Yi Yang, Alexander G. Hauptmann

* 20 pages, 5 tables, 10 images 

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Strategies for Searching Video Content with Text Queries or Video Examples


Jun 17, 2016
Shoou-I Yu, Yi Yang, Zhongwen Xu, Shicheng Xu, Deyu Meng, Zexi Mao, Zhigang Ma, Ming Lin, Xuanchong Li, Huan Li, Zhenzhong Lan, Lu Jiang, Alexander G. Hauptmann, Chuang Gan, Xingzhong Du, Xiaojun Chang


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Dynamic Concept Composition for Zero-Example Event Detection


Jan 14, 2016
Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann

* 7 pages, AAAI 2016 

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Improving Human Activity Recognition Through Ranking and Re-ranking


Dec 11, 2015
Zhenzhong Lan, Shoou-I Yu, Alexander G. Hauptmann


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Handcrafted Local Features are Convolutional Neural Networks


Nov 19, 2015
Zhenzhong Lan, Shoou-I Yu, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann


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Uncovering Temporal Context for Video Question and Answering


Nov 15, 2015
Linchao Zhu, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann


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Beyond Spatial Pyramid Matching: Space-time Extended Descriptor for Action Recognition


Oct 15, 2015
Zhenzhong Lan, Alexander G. Hauptmann


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Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition


Apr 19, 2015
Zhenzhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj


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Long-short Term Motion Feature for Action Classification and Retrieval


Feb 13, 2015
Zhenzhong Lan, Xuanchong Li, Ming Lin, Alexander G. Hauptmann

* arXiv admin note: text overlap with arXiv:1411.6660 

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A Discriminative CNN Video Representation for Event Detection


Nov 14, 2014
Zhongwen Xu, Yi Yang, Alexander G. Hauptmann


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Mining Associated Text and Images with Dual-Wing Harmoniums


Jul 04, 2012
Eric P. Xing, Rong Yan, Alexander G. Hauptmann

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

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