recent.bib

@comment{{This file has been generated by bib2bib 1.98}}
@comment{{Command line: bib2bib -ob src/recent.bib -c '$key="kumar2017explaining" or $key="devries2017adata" or $key="ramachandram2017structure" or $key="li2017modout" or $key="veres2017modeling" or $key="dicecco2016caffeinated" or $key="ma2016btheano" or $key="neverova2016learning" or $key="lacey2016deep" or $key="ding2016automatic" or $key="neverova2015ahand" or $key="li2015alter" or $key="roudi2015learning" or $key="im2015semi-supervised" or $key="im2015bunderstanding" or $key="im2015scoring" or $key="veres2015deep" or $key="neverova2015moddrop" or $key="rudy2014neural" or $key="rudy2015agenerative" or $key="ding2015atheano" or $key="ding2014mental" or $key="neverova2014hand" or $key="neverova2014multi-scale" or $key="devries2014multi-task" or $key="jain2014learning"' research-common/gwt_pubs.bib}}
@article{kumar2017explaining,
  author = {Devinder Kumar and Alex Wong and Graham Taylor},
  title = {Explaining the Unexplained: A CLass-Enhanced Attentive Response ({CLEAR}) Approach to Understanding Deep Neural Networks},
  journal = {arXiv preprint arXiv:1704.04133},
  pdf = {https://arxiv.org/abs/1704.04133},
  year = 2017
}
@article{devries2017adata,
  author = {Terrance Devries and Graham Taylor},
  title = {Dataset Augmentation in Feature Space},
  journal = {arXiv preprint arXiv:1702.05538},
  pdf = {http://arxiv.org/abs/1702.05538},
  year = 2017
}
@inproceedings{ramachandram2017structure,
  author = {Dhanesh Ramachandram and Michal Lisicki and Timothy Shields and Mohamed Amer and Graham Taylor},
  title = {Structure optimization for deep multimodal fusion networks using graph-induced kernels},
  booktitle = {European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)},
  year = 2017
}
@inproceedings{li2017modout,
  author = {Fan Li and Natalia Neverova and Christian Wolf and Graham Taylor},
  booktitle = {2017 IEEE Conference on Automatic Face and Gesture Recognition (FG)},
  title = {Modout: Learning Multi-modal Architectures by Stochastic Regularization},
  year = 2017,
  pdf = {publications/modout.pdf}
}
@article{veres2017modeling,
  author = {Matthew Veres and Medhat Moussa and Graham Taylor},
  title = {Modeling Grasp Motor Imagery through Deep Conditional Generative Models},
  journal = {IEEE Robotics and Automation Letters},
  year = 2017,
  volume = 2,
  number = 2,
  pdf = {https://arxiv.org/abs/1701.03041}
}
@inproceedings{dicecco2016caffeinated,
  author = {Roberto DiCecco and Griffin Lacey and Jasmina Vasiljevic and Paul Chow and Graham Taylor and Shawki Areibi},
  title = {Caffeinated {FPGA}s: {FPGA} framework for convolutional neural networks},
  booktitle = {Field-Programmable Technology ({FPT})},
  year = 2016,
  pdf = {http://arxiv.org/abs/1609.09671}
}
@article{ma2016btheano,
  author = {He Ma and Fei Mao and Graham Taylor},
  title = {Theano-{MPI}: a {Theano}-based Distributed Training Framework},
  year = {2016},
  journal = {arXiv preprint arXiv:1605.08325},
  pdf = {http://arxiv.org/abs/1605.08325}
}
@article{neverova2016learning,
  author = {Natalia Neverova and Christian Wolf and Griffin Lacey and Lex Fridman and Deepak Chandra and Brandon Barbello and Graham Taylor},
  title = {Learning Human Identity from Motion Patterns},
  journal = {IEEE Access},
  year = {2016},
  volume = 4,
  pages = {1810--1820}
}
@article{lacey2016deep,
  author = {Griffin Lacey and Graham Taylor and Shawki Areibi},
  title = {Deep Learning on {FPGAs}: Past, Present, and Future},
  year = {2016},
  journal = {arXiv preprint arXiv:1602.04283},
  pdf = {http://arxiv.org/abs/1602.04283}
}
@article{ding2016automatic,
  author = {Weiguang Ding and Graham Taylor},
  title = {Automatic Moth Detection from Trap Images for Pest Management},
  journal = {Computers and Electronics in Agriculture},
  volume = {123},
  number = {},
  pages = {17--28},
  year = {2016},
  issn = {0168-1699},
  doi = {http://dx.doi.org/10.1016/j.compag.2016.02.003},
  url = {http://arxiv.org/abs/1602.07383}
}
@article{neverova2015moddrop,
  author = {Natalia Neverova and Christian Wolf and Graham Taylor and Florian Nebout},
  date-modified = {2014-08-21 18:28:59 +0000},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  title = {ModDrop: adaptive multi-modal gesture recognition},
  year = 2016,
  volume = 38,
  issue = 8,
  pages = {1692--1706},
  pdf = {http://arxiv.org/abs/1501.00102}
}
@article{neverova2015ahand,
  author = {Natalia Neverova and Christian Wolf and Florian Nebout and Graham Taylor},
  title = {Hand Pose Estimation through Weakly-Supervised Learning of a Rich Intermediate Representation},
  year = {2015},
  journal = {arXiv preprint arXiv:1511.06728},
  pdf = {http://arxiv.org/abs/1511.06728}
}
@inproceedings{li2015alter,
  author = {Fan Li and Graham Taylor},
  booktitle = {Neural Information Processing Systems 28 (NIPS) Deep Learning and Representation Learning Workshop on Learning and Privacy with Incomplete Data and Weak Supervision},
  title = {Alter-{CNN}: An Approach to Learning from Label Proportions with Application to Ice-Water Classification},
  year = {2015},
  pdf = {publications/li2015nipsworkshop.pdf}
}
@article{roudi2015learning,
  author = {Yasser Roudi and Graham Taylor},
  title = {Learning with hidden variables},
  year = {2015},
  journal = {Current Opinion in Neurobiology},
  volume = 35,
  pages = {110--118},
  pdf = {http://arxiv.org/abs/1506.00354}
}
@article{im2015semi-supervised,
  author = {Daniel Jiwoong Im and Graham Taylor},
  date-modified = {2014-08-21 18:28:59 +0000},
  journal = {IEEE Geoscience and Remote Sensing Letters},
  volume = 12,
  number = 9,
  pages = {1913--1917},
  title = {Semi-supervised Hyperspectral Image Classification
via Neighborhood Graph Learning},
  year = 2015,
  pdf = {publications/imtaylor2015grsl.pdf}
}
@inproceedings{im2015bunderstanding,
  author = {Daniel Jiwoong Im and Ethan Buchman and Graham Taylor},
  title = {An Empirical Investigation of Minimum Probability Flow Learning Under Different Connectivity Patterns},
  year = {2015},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD)},
  pdf = {http://arxiv.org/abs/1412.6617}
}
@inproceedings{im2015scoring,
  author = {Daniel Jiwoong Im and Graham Taylor},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},
  date-modified = {2014-08-21 18:28:59 +0000},
  title = {Scoring and Classifying with Gated Auto-encoders},
  year = 2015,
  pdf = {http://arxiv.org/abs/1412.6610}
}
@inproceedings{ding2015atheano,
  title = {Theano-based Large-Scale Visual Recognition with Multiple {GPUs}},
  author = {Weiguang Ding and Ruoyan Wang and Fei Mao and Graham Taylor},
  booktitle = {International Conference on Learning Representations (ICLR) Workshop Track},
  year = {2015},
  pdf = {http://arxiv.org/abs/1412.2302}
}
@inproceedings{rudy2015agenerative,
  author = {Jan Rudy and Graham Taylor},
  title = {Generative Class-conditional Autoencoders},
  year = {2015},
  booktitle = {International Conference on Learning Representations (ICLR) Workshop Track},
  pdf = {publications/rudy2014agenerative.pdf}
}
@inproceedings{veres2015deep,
  author = {Matthew Veres and Griffin Lacey and Graham Taylor},
  booktitle = {15th Canadian Conference on Computer and Robot Vision (CRV)},
  title = {Deep Learning Architectures for Soil Property Prediction},
  year = 2015,
  pages = {8--15},
  pdf = {publications/veres2015deep.pdf}
}
@article{rudy2014neural,
  author = {Jan Rudy and Weiguang Ding and Daniel Jiwoong Im and Graham Taylor},
  title = {Neural Network Regularization via Robust Weight Factorization},
  year = {2014},
  journal = {arXiv preprint arXiv:1412.6630},
  pdf = {http://arxiv.org/abs/1412.6630}
}
@inproceedings{ding2014mental,
  author = {Weiguang Ding and Graham Taylor},
  booktitle = {Neural Information Processing Systems 27 (NIPS) Workshop on Deep Learning and Representation Learning},
  date-modified = {2014-08-21 18:28:59 +0000},
  title = {Mental Rotation by Optimizing Transforming Distance},
  year = 2014,
  pdf = {https://arxiv.org/abs/1406.3010}
}
@inproceedings{neverova2014hand,
  author = {Natalia Neverova and Christian Wolf and Graham Taylor},
  booktitle = {Asian Conference on Computer Vision (ACCV)},
  date-modified = {2014-08-21 18:28:59 +0000},
  title = {Hand segmentation with structured convolutional learning},
  year = 2014,
  pdf = {publications/neverova2014hand.pdf}
}
@inproceedings{neverova2014multi-scale,
  author = {Natalia Neverova and Christian Wolf and Graham Taylor and Florian Nebout},
  booktitle = {{ECCV} ChaLearn Workshop on Looking at People},
  date-modified = {2014-08-21 18:28:59 +0000},
  title = {Multi-scale deep learning for gesture detection and localization},
  year = 2014,
  pdf = {publications/neverova2014multi-scale.pdf}
}
@inproceedings{devries2014multi-task,
  author = {Terrance Devries and Kumar Biswaranjan and Graham Taylor},
  booktitle = {14th Canadian Conference on Computer and Robot Vision (CRV)},
  date-modified = {2014-08-21 18:28:59 +0000},
  title = {Multi-Task Learning of Facial Landmarks and Expression},
  year = 2014,
  pdf = {publications/devries2014multi-task.pdf}
}
@inproceedings{jain2014learning,
  author = {Arjun Jain and Jonathan Tompson and Mykhaylo Andriluka and Graham Taylor and Christoph Bregler },
  booktitle = {International Conference on Learning Representations (ICLR)},
  date-modified = {2014-08-21 18:28:59 +0000},
  title = {Learning Human Pose Estimation Features with Convolutional Networks},
  year = 2014,
  pdf = {publications/jain2014learning.pdf}
}