recent.bib

@comment{{This file has been generated by bib2bib 1.98}}
@comment{{Command line: bib2bib -ob src/recent.bib -c '$key="galloway2019batch" or $key="knyazev2019understanding" or $key="elnouby2019tell" or $key="murali2019classification" or $key="galloway2018fault" or $key="knyazev2018spectral" or $key="lacey2018stochastic" or $key="devries2018leveraging" or $key="schneider2018acan" or $key="galloway2018aadversarial" or $key="baradel2018glimpse" or $key="galloway2018predicting" or $key="devries2018learning" or $key="galloway2018attacking" or $key="im2018quantitatively" or $key="neverova2017hand" or $key="ramachandram2017deep" or $key="devries2017improved" or $key="kumar2017explaining" or $key="devries2017data" or $key="ramachandram2017structure" or $key="li2017modout" or $key="veres2017modeling"' research-common/gwt_pubs.bib}}
@article{galloway2019batch,
  author = {Angus Galloway and Anna Golubeva and Thomas Tanay and Medhat Moussa and Graham Taylor},
  title = {Batch Normalization is a Cause of Adversarial Vulnerability},
  journal = {arXiv preprint arXiv:1905.02161},
  pdf = {https://arxiv.org/abs/1905.02161},
  year = 2019
}
@inproceedings{knyazev2019understanding,
  author = {Boris Knyazev and Graham Taylor and Mohamed Amer},
  title = {Understanding Attention in Graph Neural Networks},
  booktitle = {International Conference on Learning Representations (ICLR) Workshop on Representation Learning on Graphs and Manifolds},
  year = 2019,
  pdf = {http://arxiv.org/abs/1905.02850}
}
@article{elnouby2019tell,
  author = {Alaaeldin El-Nouby and Shikhar Sharma and Hannes Schulz and Devon Hjelm and Layla El Asri and Samira Ebrahimi Kahou and Yoshua Bengio and Graham Taylor},
  title = {Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction},
  journal = {arXiv preprint arXiv:1811.09845},
  note = {Early version appeared at the Neural Information Processing Systems (NeurIPS) Workshop on Visually Grounded Interaction and Language (ViGIL)},
  pdf = {https://arxiv.org/abs/1811.09845},
  year = 2019
}
@inproceedings{galloway2018fault,
  author = {Angus Galloway and Anna Golubeva and Graham Taylor},
  title = {Adversarial Examples as an Input-Fault Tolerance Problem},
  booktitle = {Neural Information Processing Systems (NeurIPS) Workshop on Security in Machine Learning},
  year = 2018,
  pdf = {https://arxiv.org/abs/1811.12601}
}
@inproceedings{knyazev2018spectral,
  author = {Boris Knyazev and Lin, Xiao and Amer, Mohamed R. and Graham Taylor},
  title = {Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules},
  booktitle = {Neural Information Processing Systems (NeurIPS) Workshop on Machine Learning for Molecules and Materials},
  year = 2018,
  pdf = {https://arxiv.org/abs/1811.09595}
}
@inproceedings{murali2019classification,
  author = {Nihal Murali and Jonathan Schneider and Joel Levine and Graham Taylor},
  title = {Classification and Re-Identification of Fruit Fly Individuals Across Days with Convolutional Neural Networks},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  year = 2019,
  pdf = {https://uoguelphca-my.sharepoint.com/:b:/g/personal/gwtaylor_uoguelph_ca/EWbPk_7qhSlJqJrOSM4WHogB203EU_UPY1qGKcq3SFXr8w?e=7hmRxe}
}
@article{schneider2018acan,
  author = {Jonathan Schneider and Nihal Murali and Graham Taylor and Joel Levine},
  title = {Can {Drosophila melanogaster} tell who's who?},
  journal = {PLOS One},
  volume = 13,
  number = 10,
  year = 2018
}
@inproceedings{lacey2018stochastic,
  author = {Griffin Lacey and Graham Taylor and Shawki Areibi},
  title = {Stochastic Layer-Wise Precision in Deep Neural Networks},
  booktitle = {Uncertainty in Artificial Intelligence ({UAI})},
  year = 2018,
  pdf = {https://arxiv.org/abs/1807.00942}
}
@article{devries2018leveraging,
  author = {Terrance DeVries and Graham Taylor},
  title = {Leveraging Uncertainty Estimates for Predicting Segmentation Quality},
  journal = {arXiv preprint arXiv:1807.00502},
  pdf = {https://arxiv.org/abs/1807.00502},
  year = 2018
}
@article{galloway2018aadversarial,
  author = {Angus Galloway and Thomas Tanay and Graham Taylor},
  title = {Adversarial Training Versus Weight Decay},
  journal = {arXiv preprint arXiv:1802.04457},
  pdf = {https://arxiv.org/abs/1804.03308},
  year = 2018
}
@inproceedings{baradel2018glimpse,
  author = {Fabien Baradel and Christian Wolf and Julien Mille and Graham Taylor},
  title = {Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points},
  booktitle = {Proc.~of the 31st IEEE Computer Society Conference on Computer Vision and Pattern Recognition ({CVPR})},
  pdf = {https://arxiv.org/abs/1802.07898},
  year = 2018
}
@article{galloway2018predicting,
  author = {Angus Galloway and Graham Taylor and Medhat Moussa},
  title = {Predicting Adversarial Examples with High Confidence},
  journal = {arXiv preprint arXiv:1802.04457},
  pdf = {https://arxiv.org/abs/1802.04457},
  year = 2018
}
@article{devries2018learning,
  author = {Terrance DeVries and Graham Taylor},
  title = {Learning Confidence for Out-of-Distribution Detection in Neural Networks},
  journal = {arXiv preprint arXiv:1802.04865},
  pdf = {https://arxiv.org/abs/1802.04865},
  year = 2018
}
@inproceedings{im2018quantitatively,
  author = {Daniel Jiwoong Im and He Ma and Graham Taylor and Kristen Branson},
  title = {Quantitatively Evaluating {GANs} with Divergences Proposed for Training},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = 2018,
  pdf = {https://arxiv.org/abs/1803.01045}
}
@inproceedings{galloway2018attacking,
  author = {Angus Galloway and Graham Taylor and Medhat Moussa},
  title = {Attacking Binarized Neural Networks},
  booktitle = {International Conference on Learning Representations ({ICLR})},
  pdf = {https://arxiv.org/abs/1711.00449},
  year = 2018
}
@article{ramachandram2017deep,
  author = {Dhanesh Ramachandram and Graham Taylor},
  title = {Deep Multimodal Learning: A Survey on Recent Advances and Trends},
  journal = {IEEE Signal Processing Magazine},
  volume = 34,
  issue = 6,
  pages = {96--108},
  pdf = {http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8103116},
  year = 2017
}
@article{neverova2017hand,
  author = {Natalia Neverova and Christian Wolf and Florian Nebout and Graham Taylor},
  title = {Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning},
  journal = {Computer Vision and Image Understanding},
  volume = 164,
  pages = {56--67},
  pdf = {https://ac.els-cdn.com/S1077314217301686/1-s2.0-S1077314217301686-main.pdf?_tid=62c76984-cfac-11e7-a99e-00000aab0f26&acdnat=1511372684_455782578871f606ea1ce98bcecf57d4},
  year = 2017
}
@article{devries2017improved,
  author = {Terrance DeVries and Graham Taylor},
  title = {Improved Regularization of Convolutional Neural Networks with {Cutout}},
  journal = {arXiv preprint arXiv:1708.04552},
  pdf = {https://arxiv.org/abs/1708.04552},
  year = 2017
}
@article{kumar2017explaining,
  author = {Devinder Kumar and Alexander 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
}
@inproceedings{devries2017data,
  author = {Terrance DeVries and Graham Taylor},
  booktitle = {International Conference on Learning Representations (ICLR) Workshop Track},
  title = {Dataset Augmentation in Feature Space},
  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,
  pdf = {publications/ramachandram-esann2017.pdf}
}
@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,
  pages = {757--764},
  pdf = {https://arxiv.org/abs/1701.03041},
  note = {Also presented at the IEEE International Conference on Robotics and Automation (ICRA).}
}