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Efficient Sharpness-aware Minimization for Improved Training of Neural Networks


Oct 07, 2021
Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan

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Parallel Attention Network with Sequence Matching for Video Grounding


May 18, 2021
Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

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* 15 pages, 10 figures, 7 tables, Findings at ACL 2021 

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Video Corpus Moment Retrieval with Contrastive Learning


May 13, 2021
Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

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* 11 pages, 7 figures and 6 tables. Accepted by SIGIR 2021 

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Natural Language Video Localization: A Revisit in Span-based Question Answering Framework


Mar 02, 2021
Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

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* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 
* 15 pages, 18 figures, and 10 tables. Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:2004.13931 

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Multiobjective Test Problems with Degenerate Pareto Fronts


Jun 07, 2018
Liangli Zhen, Miqing Li, Ran Cheng, Dezhong Peng, Xin Yao

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* 20 pages, 8 figures 

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Kernel Truncated Regression Representation for Robust Subspace Clustering


May 23, 2017
Liangli Zhen, Dezhong Peng, Xin Yao

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* 12 pages 

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Locally linear representation for image clustering


May 16, 2017
Liangli Zhen, Zhang Yi, Xi Peng, Dezhong Peng

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* Electronics Letters 50 (13), 942-943, 2014 

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How to Read Many-Objective Solution Sets in Parallel Coordinates


Apr 30, 2017
Miqing Li, Liangli Zhen, Xin Yao

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* 18 pages, 23 figures 

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