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Self-supervised Symmetric Nonnegative Matrix Factorization


Mar 02, 2021
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang


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On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS)


Feb 11, 2021
Yingxu Wang, Fakhri Karray, Sam Kwong, Konstantinos N. Plataniotis, Henry Leung, Ming Hou, Edward Tunstel, Imre J. Rudas, Ljiljana Trajkovic, Okyay Kaynak, Janusz Kacprzyk, Mengchu Zhou, Michael H. Smith, Philip Chen, Shushma Patel

* Phil. Trans. Royal Society (A): Math, Phys & Engg Sci., 379(219x), 2021, Oxford, UK 
* Accepted by Phil. Trans. Royal Society (A): Math, Phys & Engg Sci., 379(219x), 2021, Oxford, UK 

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Camera Invariant Feature Learning for Generalized Face Anti-spoofing


Jan 25, 2021
Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong


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Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network


Dec 30, 2020
Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong


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Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network


Dec 30, 2020
Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong


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Intrinsic Image Captioning Evaluation


Dec 14, 2020
Chao Zeng, Sam Kwong


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Superpixel Segmentation Based on Spatially Constrained Subspace Clustering


Dec 11, 2020
Hua Li, Yuheng Jia, Runmin Cong, Wenhui Wu, Sam Kwong, Chuanbo Chen

* Accepted by IEEE Transactions on Industrial Informatics, 2020 

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Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images


Nov 26, 2020
Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, Sam Kwong

* Accepted by IEEE Transactions on Image Processing, EORSSD dataset: https://github.com/rmcong/EORSSD-dataset 

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Deep Magnification-Arbitrary Upsampling over 3D Point Clouds


Nov 25, 2020
Yue Qian, Junhui Hou, Sam Kwong, Ying He

* 12 pages, 10 figures 

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Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network


Oct 27, 2020
Jialu Huang, Jing Liao, Sam Kwong

* 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Controllable Pareto Multi-Task Learning


Oct 13, 2020
Xi Lin, Zhiyuan Yang, Qingfu Zhang, Sam Kwong


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Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution


Sep 26, 2020
Jing Jin, Junhui Hou, Zhiyu Zhu, Jie Chen, Sam Kwong

* 13 pages, 11 figures 

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Towards Modality Transferable Visual Information Representation with Optimal Model Compression


Aug 13, 2020
Rongqun Lin, Linwei Zhu, Shiqi Wang, Sam Kwong

* Accepted in ACM Multimedia 2020 

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Multi-Density Sketch-to-Image Translation Network


Jun 18, 2020
Jialu Huang, Jing Liao, Zhifeng Tan, Sam Kwong

* 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling


May 12, 2020
Yue Qian, Junhui Hou, Yiming Zeng, Qijian Zhang, Sam Kwong, Ying He

* 12 pages, 11 figures, 7 tables 

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Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation


Apr 30, 2020
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang


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Light Field Spatial Super-resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization


Apr 05, 2020
Jing Jin, Junhui Hou, Jie Chen, Sam Kwong

* This paper was accepted by CVPR 2020 

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PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling


Mar 07, 2020
Yue Qian, Junhui Hou, Sam Kwong, Ying He

* 17 pages, 10 figures 

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Learning Light Field Angular Super-Resolution via a Geometry-Aware Network


Feb 26, 2020
Jing Jin, Junhui Hou, Hui Yuan, Sam Kwong

* This paper was accepted by AAAI 2020 

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Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement


Jan 19, 2020
Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, Runmin Cong


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Controllable List-wise Ranking for Universal No-reference Image Quality Assessment


Jan 06, 2020
Fu-Zhao Ou, Yuan-Gen Wang, Jin Li, Guopu Zhu, Sam Kwong


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Pareto Multi-Task Learning


Dec 30, 2019
Xi Lin, Hui-Ling Zhen, Zhenhua Li, Qingfu Zhang, Sam Kwong

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP


Dec 27, 2019
Hui Yuan, Huayong Fu, Ju Liu, Junhui Hou, Sam Kwong

* IEEE Transactions on Mobile Computing, vol.17, no.10, pp. 2334-2348, Oct. 2018 
* This paper has been published on IEEE Transactions on Mobile Computing. H. Yuan, H. Fu, J. Liu, J. Hou, and S. Kwong, "Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP," IEEE Transactions on Mobile Computing, vol.17, no.10, pp. 2334-2348, Oct. 2018 

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An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP


Dec 26, 2019
Hui Yuan, Xiaoqian Hu, Junhui Hou, Xuekai Wei, Sam Kwong

* This article has been accepted by IEEE Transactions on Broadcasting 

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Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos


Dec 20, 2019
Hui Yuan, Shiyun Zhao, Junhui Hou, Xuekai Wei, Sam Kwong

* 16 pages, This paper has been accepted by the IEEE Journal of Selected Topics in Signal Processing 

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Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network


Aug 31, 2019
Jing Jin, Junhui Hou, Jie Chen, Huanqiang Zeng, Sam Kwong, Jingyi Yu

* 16 pages, 10 figures, 7 tables, journal 

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