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Learning to Improve Image Compression without Changing the Standard Decoder

Sep 29, 2020
Yannick Strümpler, Ren Yang, Radu Timofte

* Accepted to ECCV AIM Workshop 

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Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model

Jun 29, 2020
Ren Yang, Fabian Mentzer, Luc Van Gool, Radu Timofte

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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OpenDVC: An Open Source Implementation of the DVC Video Compression Method

Jun 29, 2020
Ren Yang, Luc Van Gool, Radu Timofte

* Technical report of OpenDVC; the project page is at https://github.com/RenYang-home/OpenDVC 

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Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement

Apr 08, 2020
Ren Yang, Fabian Mentzer, Luc Van Gool, Radu Timofte

* Published in CVPR 2020; corrected a minor typo in the footnote of Table 1 

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Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution

Oct 09, 2019
Xin Deng, Ren Yang, Mai Xu, Pier Luigi Dragotti


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Quality-Gated Convolutional LSTM for Enhancing Compressed Video

Apr 14, 2019
Ren Yang, Xiaoyan Sun, Mai Xu, Wenjun Zeng

* Accepted to IEEE International Conference on Multimedia and Expo (ICME) 2019 

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A DenseNet Based Approach for Multi-Frame In-Loop Filter in HEVC

Mar 05, 2019
Tianyi Li, Mai Xu, Ren Yang, Xiaoming Tao

* Data Compression Conference 2019 
* 10 pages, 4 figures. Accepted by Data Compression Conference 2019 

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MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video

Feb 26, 2019
Zhenyu Guan, Qunliang Xing, Mai Xu, Ren Yang, Tie Liu, Zulin Wang


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Understanding and Predicting the Memorability of Natural Scene Images

Oct 17, 2018
Jiaxin Lu, Mai Xu, Ren Yang, Zulin Wang

* arXiv admin note: substantial text overlap with arXiv:1808.08754 

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What Makes Natural Scene Memorable?

Aug 27, 2018
Jiaxin Lu, Mai Xu, Ren Yang, Zulin Wang

* Accepted to ACM MM Workshops 

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Reducing Complexity of HEVC: A Deep Learning Approach

Mar 22, 2018
Mai Xu, Tianyi Li, Zulin Wang, Xin Deng, Ren Yang, Zhenyu Guan

* 17 pages, with 12 figures and 7 tables 

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Multi-Frame Quality Enhancement for Compressed Video

Mar 16, 2018
Ren Yang, Mai Xu, Zulin Wang, Tianyi Li

* to appear in CVPR 2018 

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