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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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Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches

Jan 09, 2020
Shuai Yang, Zhangyang Wang, Jiaying Liu, Zongming Guo


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Single Image Deraining: From Model-Based to Data-Driven and Beyond

Dec 27, 2019
Wenhan Yang, Robby T. Tan, Shiqi Wang, Yuming Fang, Jiaying Liu

* https://flyywh.github.io/Single_rain_removal_survey/ 

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Disentangled Image Matting

Sep 10, 2019
Shaofan Cai, Xiaoshuai Zhang, Haoqiang Fan, Haibin Huang, Jiangyu Liu, Jiaming Liu, Jiaying Liu, Jue Wang, Jian Sun


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A Comprehensive Benchmark for Single Image Compression Artifacts Reduction

Sep 09, 2019
Jiaying Liu, Dong Liu, Wenhan Yang, Sifeng Xia, Xiaoshuai Zhang, Yuanying Dai

* https://flyywh.github.io/LIU4K_Website/ 

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Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images

Jul 27, 2019
Pengyu Zhao, Ansheng You, Yuanxing Zhang, Jiaying Liu, Kaigui Bian, Yunhai Tong

* 10 pages, 7 figures 

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Deep Reference Generation with Multi-Domain Hierarchical Constraints for Inter Prediction

May 16, 2019
Jiaying Liu, Sifeng Xia, Wenhan Yang


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TE141K: Artistic Text Benchmark for Text Effects Transfer

May 10, 2019
Shuai Yang, Wenjing Wang, Jiaying Liu

* TE141K dataset is available at https://daooshee.github.io/TE141K/. arXiv admin note: text overlap with arXiv:1812.06384 

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Controllable Artistic Text Style Transfer via Shape-Matching GAN

May 03, 2019
Shuai Yang, Zhangyang Wang, Zhaowen Wang, Ning Xu, Jiaying Liu, Zongming Guo


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Unsupervised Person Image Generation with Semantic Parsing Transformation

Apr 18, 2019
Sijie Song, Wei Zhang, Jiaying Liu, Tao Mei

* Accepted to CVPR 2019 (Oral). Our project is available at https://github.com/SijieSong/person_generation_spt 

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