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Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics


Oct 18, 2021
Wenhan Yang, Haofeng Huang, Yueyu Hu, Ling-Yu Duan, Jiaying Liu

* The first three authors had equal contribution. arXiv admin note: text overlap with arXiv:2106.08512 

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SalienTrack: providing salient information for semi-automated self-tracking feedback with model explanations


Sep 21, 2021
Yunlong Wang, Jiaying Liu, Homin Park, Jordan Schultz-McArdle, Stephanie Rosenthal, Brian Y Lim


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Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective


Jun 16, 2021
Yueyu Hu, Wenhan Yang, Haofeng Huang, Jiaying Liu


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Demystifying Local Vision Transformer: Sparse Connectivity, Weight Sharing, and Dynamic Weight


Jun 08, 2021
Qi Han, Zejia Fan, Qi Dai, Lei Sun, Ming-Ming Cheng, Jiaying Liu, Jingdong Wang


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HLA-Face: Joint High-Low Adaptation for Low Light Face Detection


Apr 05, 2021
Wenjing Wang, Wenhan Yang, Jiaying Liu

* Accepted to CVPR 2021 

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Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos


Mar 23, 2021
Sijie Song, Xudong Lin, Jiaying Liu, Zongming Guo, Shih-Fu Chang

* Accepted to CVPR2021. The project page is at https://sijiesong.github.io/co-grounding 

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Progressive residual learning for single image dehazing


Mar 14, 2021
Yudong Liang, Bin Wang, Jiaying Liu, Deyu Li, Yuhua Qian, Wenqi Ren


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Graph Force Learning


Mar 07, 2021
Ke Sun, Jiaying Liu, Shuo Yu, Bo Xu, Feng Xia


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Progressive Depth Learning for Single Image Dehazing


Feb 21, 2021
Yudong Liang, Bin Wang, Jiaying Liu, Deyu Li, Sanping Zhou, Wenqi Ren


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Template-Free Try-on Image Synthesis via Semantic-guided Optimization


Feb 06, 2021
Chien-Lung Chou, Chieh-Yun Chen, Chia-Wei Hsieh, Hong-Han Shuai, Jiaying Liu, Wen-Huang Cheng

* Accepted by IEEE TNNLS (2021). 14 pages including 2 pages of reference 

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MS$^2$L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition


Oct 14, 2020
Lilang Lin, Sijie Song, Wenhan Yan, Jiaying Liu

* Accepted by ACMMM 2020 

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From Design Draft to Real Attire: Unaligned Fashion Image Translation


Sep 16, 2020
Yu Han, Shuai Yang, Wenjing Wang, Jiaying Liu

* Accepted by ACMMM 2020. Our project website is available at: https://victoriahy.github.io/MM2020/ 

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Understanding the Advisor-advisee Relationship via Scholarly Data Analysis


Aug 20, 2020
Jiaying Liu, Tao Tang, Xiangjie Kong, Amr Tolba, Zafer AL-Makhadmeh, Feng Xia


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Shifu2: A Network Representation Learning Based Model for Advisor-advisee Relationship Mining


Aug 17, 2020
Jiaying Liu, Feng Xia, Lei Wang, Bo Xu, Xiangjie Kong, Hanghang Tong, Irwin King


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DINE: A Framework for Deep Incomplete Network Embedding


Aug 09, 2020
Ke Hou, Jiaying Liu, Yin Peng, Bo Xu, Ivan Lee, Feng Xia

* The 32nd Australasian Joint Conference on Artificial Intelligence (AI), 2-5 Dec 2019, Adelaide Australia 
* 12 pages, 3 figures 

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Random Walks: A Review of Algorithms and Applications


Aug 09, 2020
Feng Xia, Jiaying Liu, Hansong Nie, Yonghao Fu, Liangtian Wan, Xiangjie Kong

* IEEE Transactions on Emerging Topics in Computational Intelligence, 4(2): 95-107, April 2020 
* 13 pages, 4 figures 

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Recurrent Exposure Generation for Low-Light Face Detection


Jul 21, 2020
Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu

* 11 pages 

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Fashion Meets Computer Vision: A Survey


Mar 31, 2020
Wen-Huang Cheng, Sijie Song, Chieh-Yun Chen, Shintami Chusnul Hidayati, Jiaying Liu

* 35 pages including 5 pages of reference 

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Learning End-to-End Lossy Image Compression: A Benchmark


Feb 19, 2020
Yueyu Hu, Wenhan Yang, Zhan Ma, Jiaying Liu

* https://huzi96.github.io/compression-bench.html 

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Modality Compensation Network: Cross-Modal Adaptation for Action Recognition


Jan 31, 2020
Sijie Song, Jiaying Liu, Yanghao Li, Zongming Guo

* Accepted by IEEE Trans. on Image Processing, 2020. Project page: http://39.96.165.147/Projects/MCN_tip2020_ssj/MCN_tip_2020_ssj.html 

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Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering


Jan 21, 2020
Dezhao Wang, Sifeng Xia, Wenhan Yang, Jiaying Liu

* https://dezhao-wang.github.io/PRN-v2/ 

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Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics


Jan 13, 2020
Ling-Yu Duan, Jiaying Liu, Wenhan Yang, Tiejun Huang, Wen Gao


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Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach


Jan 10, 2020
Yueyu Hu, Shuai Yang, Wenhan Yang, Ling-Yu Duan, Jiaying Liu

* Project page: https://williamyang1991.github.io/projects/VCM-Face/ 

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An Emerging Coding Paradigm VCM: A Scalable Coding Approach Beyond Feature and Signal


Jan 09, 2020
Sifeng Xia, Kunchangtai Liang, Wenhan Yang, Ling-Yu Duan, Jiaying Liu


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