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Neural network relief: a pruning algorithm based on neural activity



Aleksandr Dekhovich , David M. J. Tax , Marcel H. F. Sluiter , Miguel A. Bessa


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A Brief Prehistory of Double Descent



Marco Loog , Tom Viering , Alexander Mey , Jesse H. Krijthe , David M. J. Tax


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Characterizing multiple instance datasets



Veronika Cheplygina , David M. J. Tax

* Published at SIMBAD 2015 workshop 

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Unsupervised Learning of Sequence Representations by Autoencoders



Wenjie Pei , David M. J. Tax


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Attended End-to-end Architecture for Age Estimation from Facial Expression Videos



Wenjie Pei , Hamdi Dibeklio─člu , Tadas Baltru┼íaitis , David M. J. Tax


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Interacting Attention-gated Recurrent Networks for Recommendation



Wenjie Pei , Jie Yang , Zhu Sun , Jie Zhang , Alessandro Bozzon , David M. J. Tax

* Accepted by ACM International Conference on Information and Knowledge Management (CIKM), 2017 

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Temporal Attention-Gated Model for Robust Sequence Classification



Wenjie Pei , Tadas Baltrušaitis , David M. J. Tax , Louis-Philippe Morency

* Accepted by CVPR 2017 

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Label Stability in Multiple Instance Learning



Veronika Cheplygina , Lauge S├Şrensen , David M. J. Tax , Marleen de Bruijne , Marco Loog

* Published at MICCAI 2015 

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Classification of COPD with Multiple Instance Learning



Veronika Cheplygina , Lauge S├Şrensen , David M. J. Tax , Jesper Holst Pedersen , Marco Loog , Marleen de Bruijne

* Published at International Conference on Pattern Recognition (ICPR) 2014 

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Modeling Time Series Similarity with Siamese Recurrent Networks



Wenjie Pei , David M. J. Tax , Laurens van der Maaten

* 11 pages 

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