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The HSIC Bottleneck: Deep Learning without Back-Propagation

Aug 05, 2019
Wan-Duo Kurt Ma, J. P. Lewis, W. Bastiaan Kleijn


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Rapidly Adapting Moment Estimation

Feb 24, 2019
Guoqiang Zhang, Kenta Niwa, W. Bastiaan Kleijn

* 11 pages 

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Kernel Density Estimation-Based Markov Models with Hidden State

Jul 30, 2018
Gustav Eje Henter, Arne Leijon, W. Bastiaan Kleijn

* 14 pages, 6 figures 

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Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval

May 28, 2017
Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo

* Accepted by Neurocomputing 

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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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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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