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UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection



Ye Liu , Siyuan Li , Yang Wu , Chang Wen Chen , Ying Shan , Xiaohu Qie

* Accepted to Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022) 

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Taking an Emotional Look at Video Paragraph Captioning



Qinyu Li , Tengpeng Li , Hanli Wang , Chang Wen Chen


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Knowledge-enriched Attention Network with Group-wise Semantic for Visual Storytelling



Tengpeng Li , Hanli Wang , Bin He , Chang Wen Chen


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CATNet: Context AggregaTion Network for Instance Segmentation in Remote Sensing Images



Ye Liu , Huifang Li , Chao Hu , Shuang Luo , Huanfeng Shen , Chang Wen Chen


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Improving Contrastive Learning by Visualizing Feature Transformation



Rui Zhu , Bingchen Zhao , Jingen Liu , Zhenglong Sun , Chang Wen Chen

* ICCV 2021(Oral), supplementary materials included. Codes and visualization tools: https://github.com/DTennant/CL-Visualizing-Feature-Transformation 

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Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations



Tao Wei , Angelica I Aviles-Rivero , Shuo Wang , Yuan Huang , Fiona J Gilbert , Carola-Bibiane Schönlieb , Chang Wen Chen

* 10 pages, 5 figures 

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ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection



Ye Liu , Junsong Yuan , Chang Wen Chen

* Accepted to Proceedings of the 28th ACM International Conference on Multimedia (ACM MM'20), Seattle, WA, USA 

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Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos



Lifang Wu , Zhou Yang , Qi Wang , Meng Jian , Boxuan Zhao , Junchi Yan , Chang Wen Chen


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From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation



Yu Liu , Li Deng , Jianshu Chen , Chang Wen Chen


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