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Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video

Aug 02, 2020
Jianyi Wang, Xin Deng, Mai Xu, Congyong Chen, Yuhang Song

* 16th European conference on computer vision. 2020 Aug 23 

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Early Exit Or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images

Jul 09, 2020
Qunliang Xing, Mai Xu, Tianyi Li, Zhenyu Guan

* Accepted by ECCV 2020 

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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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Removing Rain in Videos: A Large-scale Database and A Two-stream ConvLSTM Approach

Jun 06, 2019
Tie Liu, Mai Xu, Zulin Wang


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Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence

May 30, 2019
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Mai Xu, Zihan Ding, Lianlong Wu


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Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards

May 30, 2019
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Shangtong Zhang, Mai Xu


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Saliency Prediction on Omnidirectional Images with Generative Adversarial Imitation Learning

Apr 15, 2019
Mai Xu, Li Yang, Xiaoming Tao, Yiping Duan, Zulin Wang


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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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Attention Based Glaucoma Detection: A Large-scale Database and CNN Model

Mar 28, 2019
Liu Li, Mai Xu, Xiaofei Wang, Lai Jiang, Hanruo Liu

* 10 pages, 10 figures 

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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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Diversity-Driven Extensible Hierarchical Reinforcement Learning

Nov 13, 2018
Yuhang Song, Jianyi Wang, Thomas Lukasiewicz, Zhenghua Xu, Mai Xu

* 8 pages, 8 figures, In Proceedings of the 33rd National Conference on Artificial Intelligence, AAAI 2019, Honolulu, Hawaii, USA, January 27, 2019. Jianyi Wang is the co-first author 

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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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Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach

Sep 21, 2018
Yuhang Song, Mai Xu, Minglang Qiao, Jianyi Wang, Liangyu Huo, Zulin Wang

* EEE Transactions on Pattern Analysis and Machine Intelligence. 2018 Jul 24 
* 15 pages, 10 figures, published on TPAMI 2018 

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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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Bridge the Gap Between VQA and Human Behavior on Omnidirectional Video: A Large-Scale Dataset and a Deep Learning Model

Jul 29, 2018
Chen Li, Mai Xu, Xinzhe Du, Zulin Wang

* Accepted by ACM MM 2018 

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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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Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM

Sep 25, 2017
Lai Jiang, Mai Xu, Zulin Wang


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