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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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Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain

Aug 06, 2019
Ran Wang, Suhe Ye, Ke Li, Sam Kwong

* 27 pages 

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Learning High-fidelity Light Field Images From Hybrid Inputs

Jul 23, 2019
Jing Jin, Junhui Hou, Jie Chen, Sam Kwong, Jingyi Yu

* 11 pages, 5 figures 

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Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images

Jun 20, 2019
Chongyi Li, Runmin Cong, Junhui Hou, Sanyi Zhang, Yue Qian, Sam Kwong

* 11 pages, 8 figures, has been accepted by TGRS 

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Clustering-aware Graph Construction: A Joint Learning Perspective

May 04, 2019
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong


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An Underwater Image Enhancement Benchmark Dataset and Beyond

Jan 11, 2019
Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao

* 12 pages 

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A Batched Scalable Multi-Objective Bayesian Optimization Algorithm

Nov 04, 2018
Xi Lin, Hui-Ling Zhen, Zhenhua Li, Qingfu Zhang, Sam Kwong


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Nonlinear Collaborative Scheme for Deep Neural Networks

Nov 04, 2018
Hui-Ling Zhen, Xi Lin, Alan Z. Tang, Zhenhua Li, Qingfu Zhang, Sam Kwong

* 11 pages, 3 figures (20 subfigures), prepared to submit to IEEE Trans. on Neural Networks and Learning Systems 

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Evolutionary Many-Objective Optimization Based on Adversarial Decomposition

Apr 07, 2017
Mengyuan Wu, Ke Li, Sam Kwong, Qingfu Zhang

* 24 pages, 5 figures 

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Matching-Based Selection with Incomplete Lists for Decomposition Multi-Objective Optimization

Jan 25, 2017
Mengyuan Wu, Ke Li, Sam Kwong, Yu Zhou, Qingfu Zhang

* 27 pages, 3 figures, 15 tables 

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