Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for David M. J. Tax

A Brief Prehistory of Double Descent


Apr 07, 2020
Marco Loog, Tom Viering, Alexander Mey, Jesse H. Krijthe, David M. J. Tax


  Access Paper or Ask Questions

Characterizing multiple instance datasets


Jun 21, 2018
Veronika Cheplygina, David M. J. Tax

* Published at SIMBAD 2015 workshop 

  Access Paper or Ask Questions

Unsupervised Learning of Sequence Representations by Autoencoders


Apr 26, 2018
Wenjie Pei, David M. J. Tax


  Access Paper or Ask Questions

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


Nov 23, 2017
Wenjie Pei, Hamdi Dibeklio─člu, Tadas Baltru┼íaitis, David M. J. Tax


  Access Paper or Ask Questions

Interacting Attention-gated Recurrent Networks for Recommendation


Sep 07, 2017
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 

  Access Paper or Ask Questions

Temporal Attention-Gated Model for Robust Sequence Classification


Apr 15, 2017
Wenjie Pei, Tadas Baltrušaitis, David M. J. Tax, Louis-Philippe Morency

* Accepted by CVPR 2017 

  Access Paper or Ask Questions

Label Stability in Multiple Instance Learning


Mar 15, 2017
Veronika Cheplygina, Lauge S├Şrensen, David M. J. Tax, Marleen de Bruijne, Marco Loog

* Published at MICCAI 2015 

  Access Paper or Ask Questions

Classification of COPD with Multiple Instance Learning


Mar 15, 2017
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 

  Access Paper or Ask Questions

Modeling Time Series Similarity with Siamese Recurrent Networks


Mar 15, 2016
Wenjie Pei, David M. J. Tax, Laurens van der Maaten

* 11 pages 

  Access Paper or Ask Questions

Survey on the attention based RNN model and its applications in computer vision


Jan 25, 2016
Feng Wang, David M. J. Tax


  Access Paper or Ask Questions

Time Series Classification using the Hidden-Unit Logistic Model


Jan 19, 2016
Wenjie Pei, Hamdi Dibeklio─člu, David M. J. Tax, Laurens van der Maaten

* 17 pages, 4 figures, 3 tables 

  Access Paper or Ask Questions

On Classification with Bags, Groups and Sets


Oct 07, 2014
Veronika Cheplygina, David M. J. Tax, Marco Loog

* Pattern Recognition Letters Volume 59, 2015, Pages 11 - 17 

  Access Paper or Ask Questions

Multiple Instance Learning with Bag Dissimilarities


Aug 12, 2014
Veronika Cheplygina, David M. J. Tax, Marco Loog

* Pattern Recognition 48.1 (2015): 264-275 
* Pattern Recognition, in press 

  Access Paper or Ask Questions

Quantile Representation for Indirect Immunofluorescence Image Classification


Feb 06, 2014
David M. J. Tax, Veronika Cheplygina, Marco Loog


  Access Paper or Ask Questions

Dissimilarity-based Ensembles for Multiple Instance Learning


Feb 06, 2014
Veronika Cheplygina, David M. J. Tax, Marco Loog

* IEEE Transactions on Neural Networks and Learning Systems, Volume 27, Issue 6, 2016, pages 1379 - 1391 
* Submitted to IEEE Transactions on Neural Networks and Learning Systems, Special Issue on Learning in Non-(geo)metric Spaces 

  Access Paper or Ask Questions