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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


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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: 

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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


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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: 

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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


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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


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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 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 

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UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

Apr 09, 2019
Ye Yuan, Wenhan Yang, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang

* A summary paper on datasets, fact sheets and baseline results in UG$^{2+}$ Challenge (Track 2). More materials are provided in 

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Bridging the Gap Between Computational Photography and Visual Recognition

Jan 28, 2019
Rosaura G. VidalMata, Sreya Banerjee, Brandon RichardWebster, Michael Albright, Pedro Davalos, Scott McCloskey, Ben Miller, Asong Tambo, Sushobhan Ghosh, Sudarshan Nagesh, Ye Yuan, Yueyu Hu, Junru Wu, Wenhan Yang, Xiaoshuai Zhang, Jiaying Liu, Zhangyang Wang, Hwann-Tzong Chen, Tzu-Wei Huang, Wen-Chi Chin, Yi-Chun Li, Mahmoud Lababidi, Charles Otto, Walter J. Scheirer

* CVPR Prize Challenge: 

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TET-GAN: Text Effects Transfer via Stylization and Destylization

Dec 27, 2018
Shuai Yang, Jiaying Liu, Wenjing Wang, Zongming Guo

* Accepted by AAAI 2019. Code and dataset will be available at 

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Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning

Dec 02, 2018
Chen Wei, Lingxi Xie, Xutong Ren, Yingda Xia, Chi Su, Jiaying Liu, Qi Tian, Alan L. Yuille

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Progressive Recurrent Learning for Visual Recognition

Nov 29, 2018
Xutong Ren, Lingxi Xie, Chen Wei, Siyuan Qiao, Chi Su, Jiaying Liu, Alan L. Yuille

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Generalized Graph Convolutional Networks for Skeleton-based Action Recognition

Nov 29, 2018
Xiang Gao, Wei Hu, Jiaxiang Tang, Pan Pan, Jiaying Liu, Zongming Guo

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Temporal Bilinear Networks for Video Action Recognition

Nov 25, 2018
Yanghao Li, Sijie Song, Yuqi Li, Jiaying Liu

* Accepted by AAAI 2019 

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Weakly Supervised Scene Parsing with Point-based Distance Metric Learning

Nov 06, 2018
Rui Qian, Yunchao Wei, Honghui Shi, Jiachen Li, Jiaying Liu, Thomas Huang

* AAAI2019 

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Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration

Oct 10, 2018
Xiaoshuai Zhang, Yiping Lu, Jiaying Liu, Bin Dong

* The first two authors contributed equally 

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