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Towards Deep Clustering of Human Activities from Wearables


Aug 19, 2020
Alireza Abedin, Farbod Motlagh, Qinfeng Shi, Seyed Hamid Rezatofighi, Damith Chinthana Ranasinghe

* Accepted at ISWC 2020 

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Attend And Discriminate: Beyond the State-of-the-Art for Human Activity Recognition using Wearable Sensors


Jul 14, 2020
Alireza Abedin, Mahsa Ehsanpour, Qinfeng Shi, Hamid Rezatofighi, Damith C. Ranasinghe

* 15 pages, 7 figures 

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COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution


Apr 26, 2020
Qingsen Yan, Bo Wang, Dong Gong, Chuan Luo, Wei Zhao, Jianhu Shen, Qinfeng Shi, Shuo Jin, Liang Zhang, Zheng You


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Learn to Predict Sets Using Feed-Forward Neural Networks


Jan 30, 2020
Hamid Rezatofighi, Roman Kaskman, Farbod T. Motlagh, Qinfeng Shi, Anton Milan, Daniel Cremers, Laura Leal-Taixé, Ian Reid

* arXiv admin note: substantial text overlap with arXiv:1805.00613 

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Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation


Jan 08, 2020
Dong Gong, Wei Sun, Qinfeng Shi, Anton van den Hengel, Yanning Zhang


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Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction


Nov 12, 2019
Liangyi Kang, Jie Liu, Lingqiao Liu, Qinfeng Shi, Dan Ye

* 8 pages, 5figures 

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Gradient Information Guided Deraining with A Novel Network and Adversarial Training


Oct 09, 2019
Yinglong Wang, Haokui Zhang, Yu Liu, Qinfeng Shi, Bing Zeng

* 12 pages, 9 figures, 4 tables 

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Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation


Jul 09, 2019
Mehdi Neshat, Ehsan Abbasnejad, Qinfeng Shi, Bradley Alexander, Markus Wagner

* 12 pages, 2 tables, 6 figures 

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Deep Single Image Deraining Via Estimating Transmission and Atmospheric Light in rainy Scenes


Jun 22, 2019
Yinglong Wang, Qinfeng Shi, Ehsan Abbasnejad, Chao Ma, Xiaoping Ma, Bing Zeng

* 10 pages, 9 figures, 3 tables 

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SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks


Jun 06, 2019
Alireza Abedin, S. Hamid Rezatofighi, Qinfeng Shi, Damith C. Ranasinghe

* Accepted at IJCAI 2019 

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An Effective Two-Branch Model-Based Deep Network for Single Image Deraining


May 14, 2019
Yinglong Wang, Dong Gong, Jie Yang, Qinfeng Shi, Anton van den Hengel, Dehua Xie, Bing Zeng

* 10 pages, 9 figures, 3 tables 

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Attention-guided Network for Ghost-free High Dynamic Range Imaging


Apr 23, 2019
Qingsen Yan, Dong Gong, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Ian Reid, Yanning Zhang

* Accepted to appear at CVPR 2019 

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Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis


Mar 29, 2019
Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, Mingkui Tan

* Accepted by IEEE Transactions on Multimedia 

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RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion


Mar 02, 2019
Jie Li, Yu Liu, Dong Gong, Qinfeng Shi, Xia Yuan, Chunxia Zhao, Ian Reid

* CVPR2019 

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Learning Pairwise Relationship for Multi-object Detection in Crowded Scenes


Jan 12, 2019
Yu Liu, Lingqiao Liu, Hamid Rezatofighi, Thanh-Toan Do, Qinfeng Shi, Ian Reid

* 12 pages 

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Variational Bayesian Dropout


Nov 21, 2018
Yuhang Liu, Wenyong Dong, Lei Zhang, Dong Gong, Qinfeng Shi


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Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables


Nov 20, 2018
Alireza Abedin Varamin, Ehsan Abbasnejad, Qinfeng Shi, Damith Ranasinghe, Hamid Rezatofighi

* Accepted at MobiQuitous 2018 

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MPTV: Matching Pursuit Based Total Variation Minimization for Image Deconvolution


Oct 12, 2018
Dong Gong, Mingkui Tan, Qinfeng Shi, Anton van den Hengel, Yanning Zhang


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Deep Perm-Set Net: Learn to predict sets with unknown permutation and cardinality using deep neural networks


Oct 02, 2018
S. Hamid Rezatofighi, Roman Kaskman, Farbod T. Motlagh, Qinfeng Shi, Daniel Cremers, Laura Leal-Taixé, Ian Reid


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Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN


May 27, 2018
Yingqi Qu, Jie Liu, Liangyi Kang, Qinfeng Shi, Dan Ye

* The experiments need to improve and add strategy for multi-relation questions 

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Learning an Optimizer for Image Deconvolution


Apr 10, 2018
Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang


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Joint Learning of Set Cardinality and State Distribution


Nov 21, 2017
S. Hamid Rezatofighi, Anton Milan, Qinfeng Shi, Anthony Dick, Ian Reid

* Accepted in AAAI 2018. arXiv admin note: text overlap with arXiv:1611.08998 

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Beyond Low Rank: A Data-Adaptive Tensor Completion Method


Aug 03, 2017
Lei Zhang, Wei Wei, Qinfeng Shi, Chunhua Shen, Anton van den Hengel, Yanning Zhang

* 14 pages, 5 figures 

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Bayesian Conditional Generative Adverserial Networks


Jun 17, 2017
M. Ehsan Abbasnejad, Qinfeng Shi, Iman Abbasnejad, Anton van den Hengel, Anthony Dick


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The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs


Apr 23, 2017
Yong Guo, Mingkui Tan, Qingyao Wu, Jian Chen, Anton Van Den Hengel, Qinfeng Shi


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Efficient Dense Labeling of Human Activity Sequences from Wearables using Fully Convolutional Networks


Feb 20, 2017
Rui Yao, Guosheng Lin, Qinfeng Shi, Damith Ranasinghe

* 7 pages 

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From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur


Dec 08, 2016
Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian Reid, Chunhua Shen, Anton van den Hengel, Qinfeng Shi


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Learning from Imbalanced Multiclass Sequential Data Streams Using Dynamically Weighted Conditional Random Fields


Mar 11, 2016
Roberto L. Shinmoto Torres, Damith C. Ranasinghe, Qinfeng Shi, Anton van den Hengel

* 28 pages, 8 figures, 1 table 

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