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Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search

Jul 17, 2020
Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink

* To appear in ECCV 2020 

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Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis

Jan 07, 2020
Qin Wang, Gabriel Michau, Olga Fink


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Nanoscale Microscopy Images Colourisation Using Neural Networks

Dec 17, 2019
Israel Goytom, Qin Wang, Tianxiang Yu, Kris Sankaran, Dongdong Lin

* 27 pages, 6 figures 

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Scale- and Context-Aware Convolutional Non-intrusive Load Monitoring

Nov 17, 2019
Kunjin Chen, Yu Zhang, Qin Wang, Jun Hu, Hang Fan, Jinliang He

* Accepted by IEEE Transactions on Power Systems 

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Semi-Supervised Learning by Augmented Distribution Alignment

May 20, 2019
Qin Wang, Wen Li, Luc Van Gool


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Domain Adaptive Transfer Learning for Fault Diagnosis

May 15, 2019
Qin Wang, Gabriel Michau, Olga Fink

* Presented at 2019 Prognostics and System Health Management Conference (PHM 2019) in Paris, France 

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ContextVP: Fully Context-Aware Video Prediction

Sep 09, 2018
Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos

* 19 pages. ECCV 2018 oral presentation. Project webpage is at https://wonmin-byeon.github.io/publication/2018-eccv 

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Convolutional Sequence to Sequence Non-intrusive Load Monitoring

Jun 06, 2018
Kunjin Chen, Qin Wang, Ziyu He, Kunlong Chen, Jun Hu, Jinliang He

* This paper is submitted to IET-The Journal of Engineering 

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Short-term Load Forecasting with Deep Residual Networks

May 30, 2018
Kunjin Chen, Kunlong Chen, Qin Wang, Ziyu He, Jun Hu, Jinliang He

* This paper is currently accepted by IEEE Transactions on Smart Grid 

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Substation Signal Matching with a Bagged Token Classifier

Feb 13, 2018
Qin Wang, Sandro Schoenborn, Yvonne-Anne Pignolet, Theo Widmer, Carsten Franke

* To be presented at the 31st International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) 2018 

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