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Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation

Aug 01, 2016
Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang, David Balduzzi, Wen Li

* to appear in European Conference on Computer Vision (ECCV) 2016 

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Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization

Jul 26, 2016
Muhammad Ghifary, David Balduzzi, W. Bastiaan Kleijn, Mengjie Zhang

* to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence 

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Strongly-Typed Recurrent Neural Networks

May 24, 2016
David Balduzzi, Muhammad Ghifary

* 10 pages, final version, ICML 2016 

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Compatible Value Gradients for Reinforcement Learning of Continuous Deep Policies

Sep 10, 2015
David Balduzzi, Muhammad Ghifary

* 27 pages 

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Domain Generalization for Object Recognition with Multi-task Autoencoders

Aug 31, 2015
Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang, David Balduzzi

* accepted in ICCV 2015 

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Domain Adaptive Neural Networks for Object Recognition

Sep 21, 2014
Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang


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