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ORCIDBibTeX records: Graham W. Taylor
@article{DBLP:journals/pr/WangLZTG24,
author = {Mingjie Wang and
Yande Li and
Jun Zhou and
Graham W. Taylor and
Minglun Gong},
title = {GCNet: Probing self-similarity learning for Generalized Counting Network},
journal = {Pattern Recognit.},
volume = {153},
pages = {110513},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2024.110513},
doi = {10.1016/J.PATCOG.2024.110513},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/WangLZTG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01282,
author = {Akshita Gupta and
Gaurav Mittal and
Ahmed Magooda and
Ye Yu and
Graham W. Taylor and
Mei Chen},
title = {LoSA: Long-Short-range Adapter for Scaling End-to-End Temporal Action
Localization},
journal = {CoRR},
volume = {abs/2404.01282},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01282},
doi = {10.48550/ARXIV.2404.01282},
eprinttype = {arXiv},
eprint = {2404.01282},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17537,
author = {ZeMing Gong and
Austin T. Wang and
Joakim Bruslund Haurum and
Scott C. Lowe and
Graham W. Taylor and
Angel X. Chang},
title = {{BIOSCAN-CLIP:} Bridging Vision and Genomics for Biodiversity Monitoring
at Scale},
journal = {CoRR},
volume = {abs/2405.17537},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17537},
doi = {10.48550/ARXIV.2405.17537},
eprinttype = {arXiv},
eprint = {2405.17537},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01416,
author = {Kevin Kasa and
Zhiyu Zhang and
Heng Yang and
Graham W. Taylor},
title = {Adapting Conformal Prediction to Distribution Shifts Without Labels},
journal = {CoRR},
volume = {abs/2406.01416},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01416},
doi = {10.48550/ARXIV.2406.01416},
eprinttype = {arXiv},
eprint = {2406.01416},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-02465,
author = {Scott C. Lowe and
Joakim Bruslund Haurum and
Sageev Oore and
Thomas B. Moeslund and
Graham W. Taylor},
title = {An Empirical Study into Clustering of Unseen Datasets with Self-Supervised
Encoders},
journal = {CoRR},
volume = {abs/2406.02465},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.02465},
doi = {10.48550/ARXIV.2406.02465},
eprinttype = {arXiv},
eprint = {2406.02465},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-02465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12723,
author = {Zahra Gharaee and
Scott C. Lowe and
ZeMing Gong and
Pablo Millan Arias and
Nicholas Pellegrino and
Austin T. Wang and
Joakim Bruslund Haurum and
Iuliia Zarubiieva and
Lila Kari and
Dirk Steinke and
Graham W. Taylor and
Paul W. Fieguth and
Angel X. Chang},
title = {{BIOSCAN-5M:} {A} Multimodal Dataset for Insect Biodiversity},
journal = {CoRR},
volume = {abs/2406.12723},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12723},
doi = {10.48550/ARXIV.2406.12723},
eprinttype = {arXiv},
eprint = {2406.12723},
timestamp = {Mon, 15 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-15556,
author = {Akshita Gupta and
Aditya Arora and
Sanath Narayan and
Salman Khan and
Fahad Shahbaz Khan and
Graham W. Taylor},
title = {Open-Vocabulary Temporal Action Localization using Multimodal Guidance},
journal = {CoRR},
volume = {abs/2406.15556},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.15556},
doi = {10.48550/ARXIV.2406.15556},
eprinttype = {arXiv},
eprint = {2406.15556},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-15556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GallowayGSNIT23,
author = {Angus Galloway and
Anna Golubeva and
Mahmoud Salem and
Mihai Nica and
Yani A. Ioannou and
Graham W. Taylor},
title = {Bounding generalization error with input compression: An empirical
study with infinite-width networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=jbZEUtULft},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GallowayGSNIT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WeiDJATS23,
author = {Cong Wei and
Brendan Duke and
Ruowei Jiang and
Parham Aarabi and
Graham W. Taylor and
Florian Shkurti},
title = {Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient
Vision Transformers},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {22680--22689},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.02172},
doi = {10.1109/CVPR52729.2023.02172},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WeiDJATS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/HaurumETM23,
author = {Joakim Bruslund Haurum and
Sergio Escalera and
Graham W. Taylor and
Thomas B. Moeslund},
title = {Which Tokens to Use? Investigating Token Reduction in Vision Transformers},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {773--783},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00085},
doi = {10.1109/ICCVW60793.2023.00085},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/HaurumETM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JurewiczTD23,
author = {Mateusz Maria Jurewicz and
Graham W. Taylor and
Leon Derczynski},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {The Catalog Problem: Clustering and Ordering Variable-Sized Sets},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {15528--15545},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/jurewicz23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/JurewiczTD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GharaeeGPZHLMHM23,
author = {Zahra Gharaee and
ZeMing Gong and
Nicholas Pellegrino and
Iuliia Zarubiieva and
Joakim Bruslund Haurum and
Scott C. Lowe and
Jaclyn T. A. McKeown and
Chris C. Y. Ho and
Joschka McLeod and
Yi{-}Yun C. Wei and
Jireh Agda and
Sujeevan Ratnasingham and
Dirk Steinke and
Angel X. Chang and
Graham W. Taylor and
Paul W. Fieguth},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Step Towards Worldwide Biodiversity Assessment: The {BIOSCAN-1M}
Insect Dataset},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/87dbbdc3a685a97ad28489a1d57c45c1-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GharaeeGPZHLMHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08292,
author = {Juan Carrasquilla and
Mohamed Hibat{-}Allah and
Estelle M. Inack and
Alireza Makhzani and
Kirill Neklyudov and
Graham W. Taylor and
Giacomo Torlai},
title = {Quantum HyperNetworks: Training Binary Neural Networks in Quantum
Superposition},
journal = {CoRR},
volume = {abs/2301.08292},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08292},
doi = {10.48550/ARXIV.2301.08292},
eprinttype = {arXiv},
eprint = {2301.08292},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05132,
author = {Mingjie Wang and
Yande Li and
Jun Zhou and
Graham W. Taylor and
Minglun Gong},
title = {GCNet: Probing Self-Similarity Learning for Generalized Counting Network},
journal = {CoRR},
volume = {abs/2302.05132},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05132},
doi = {10.48550/ARXIV.2302.05132},
eprinttype = {arXiv},
eprint = {2302.05132},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13755,
author = {Cong Wei and
Brendan Duke and
Ruowei Jiang and
Parham Aarabi and
Graham W. Taylor and
Florian Shkurti},
title = {Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient
Vision Transformers},
journal = {CoRR},
volume = {abs/2303.13755},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13755},
doi = {10.48550/ARXIV.2303.13755},
eprinttype = {arXiv},
eprint = {2303.13755},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01088,
author = {Kevin Kasa and
Graham W. Taylor},
title = {Empirically Validating Conformal Prediction on Modern Vision Architectures
Under Distribution Shift and Long-tailed Data},
journal = {CoRR},
volume = {abs/2307.01088},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01088},
doi = {10.48550/ARXIV.2307.01088},
eprinttype = {arXiv},
eprint = {2307.01088},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10455,
author = {Zahra Gharaee and
ZeMing Gong and
Nicholas Pellegrino and
Iuliia Zarubiieva and
Joakim Bruslund Haurum and
Scott C. Lowe and
Jaclyn T. A. McKeown and
Chris C. Y. Ho and
Joschka McLeod and
Yi{-}Yun C. Wei and
Jireh Agda and
Sujeevan Ratnasingham and
Dirk Steinke and
Angel X. Chang and
Graham W. Taylor and
Paul W. Fieguth},
title = {A Step Towards Worldwide Biodiversity Assessment: The {BIOSCAN-1M}
Insect Dataset},
journal = {CoRR},
volume = {abs/2307.10455},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.10455},
doi = {10.48550/ARXIV.2307.10455},
eprinttype = {arXiv},
eprint = {2307.10455},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-10455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04657,
author = {Joakim Bruslund Haurum and
Sergio Escalera and
Graham W. Taylor and
Thomas B. Moeslund},
title = {Which Tokens to Use? Investigating Token Reduction in Vision Transformers},
journal = {CoRR},
volume = {abs/2308.04657},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.04657},
doi = {10.48550/ARXIV.2308.04657},
eprinttype = {arXiv},
eprint = {2308.04657},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-04657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00096,
author = {Michal Lisicki and
Mihai Nica and
Graham W. Taylor},
title = {Bandit-Driven Batch Selection for Robust Learning under Label Noise},
journal = {CoRR},
volume = {abs/2311.00096},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00096},
doi = {10.48550/ARXIV.2311.00096},
eprinttype = {arXiv},
eprint = {2311.00096},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02401,
author = {Pablo Millan Arias and
Niousha Sadjadi and
Monireh Safari and
ZeMing Gong and
Austin T. Wang and
Scott C. Lowe and
Joakim Bruslund Haurum and
Iuliia Zarubiieva and
Dirk Steinke and
Lila Kari and
Angel X. Chang and
Graham W. Taylor},
title = {BarcodeBERT: Transformers for Biodiversity Analysis},
journal = {CoRR},
volume = {abs/2311.02401},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02401},
doi = {10.48550/ARXIV.2311.02401},
eprinttype = {arXiv},
eprint = {2311.02401},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07833,
author = {C. Kupferschmidt and
A. D. Binns and
Kristina L. Kupferschmidt and
Graham W. Taylor},
title = {Stable Rivers: {A} Case Study in the Application of Text-to-Image
Generative Models for Earth Sciences},
journal = {CoRR},
volume = {abs/2312.07833},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07833},
doi = {10.48550/ARXIV.2312.07833},
eprinttype = {arXiv},
eprint = {2312.07833},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KupferschmidtST22,
author = {Kristina L. Kupferschmidt and
Joshua August Gus Skorburg and
Graham W. Taylor},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {DelphAI: {A} human-centered approach to time-series forecasting},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {4014--4020},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020676},
doi = {10.1109/BIGDATA55660.2022.10020676},
timestamp = {Tue, 11 Jun 2024 10:44:02 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/KupferschmidtST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/TehDDJAT22,
author = {Eu Wern Teh and
Terrance DeVries and
Brendan Duke and
Ruowei Jiang and
Parham Aarabi and
Graham W. Taylor},
title = {The {GIST} and {RIST} of Iterative Self-Training for Semi-Supervised
Segmentation},
booktitle = {19th Conference on Robots and Vision, {CRV} 2022, Toronto, ON, Canada,
May 31 - June 2, 2022},
pages = {58--66},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CRV55824.2022.00016},
doi = {10.1109/CRV55824.2022.00016},
timestamp = {Wed, 14 Sep 2022 17:01:22 +0200},
biburl = {https://dblp.org/rec/conf/crv/TehDDJAT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/TehT22,
author = {Eu Wern Teh and
Graham W. Taylor},
title = {Understanding the impact of image and input resolution on deep digital
pathology patch classifiers},
booktitle = {19th Conference on Robots and Vision, {CRV} 2022, Toronto, ON, Canada,
May 31 - June 2, 2022},
pages = {159--166},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CRV55824.2022.00028},
doi = {10.1109/CRV55824.2022.00028},
timestamp = {Wed, 14 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/crv/TehT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Thompson0G0T22,
author = {Rylee Thompson and
Boris Knyazev and
Elahe Ghalebi and
Jungtaek Kim and
Graham W. Taylor},
title = {On Evaluation Metrics for Graph Generative Models},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=EnwCZixjSh},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Thompson0G0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/TheT22,
author = {Eu Wern The and
Graham W. Taylor},
title = {Learning with Less Labels in Digital Pathology Via Scribble Supervision
from Natural Images},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761615},
doi = {10.1109/ISBI52829.2022.9761615},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/TheT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02627,
author = {Eu Wern Teh and
Graham W. Taylor},
title = {Learning with Less Labels in Digital Pathology via Scribble Supervision
from Natural Images},
journal = {CoRR},
volume = {abs/2201.02627},
year = {2022},
url = {https://arxiv.org/abs/2201.02627},
eprinttype = {arXiv},
eprint = {2201.02627},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09871,
author = {Rylee Thompson and
Boris Knyazev and
Elahe Ghalebi and
Jungtaek Kim and
Graham W. Taylor},
title = {On Evaluation Metrics for Graph Generative Models},
journal = {CoRR},
volume = {abs/2201.09871},
year = {2022},
url = {https://arxiv.org/abs/2201.09871},
eprinttype = {arXiv},
eprint = {2201.09871},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12602,
author = {Chuan{-}Yung Tsai and
Graham W. Taylor},
title = {DeepRNG: Towards Deep Reinforcement Learning-Assisted Generative Testing
of Software},
journal = {CoRR},
volume = {abs/2201.12602},
year = {2022},
url = {https://arxiv.org/abs/2201.12602},
eprinttype = {arXiv},
eprint = {2201.12602},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-13829,
author = {Eu Wern Teh and
Graham W. Taylor},
title = {Understanding the impact of image and input resolution on deep digital
pathology patch classifiers},
journal = {CoRR},
volume = {abs/2204.13829},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.13829},
doi = {10.48550/ARXIV.2204.13829},
eprinttype = {arXiv},
eprint = {2204.13829},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-13829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13034,
author = {Mohammed Adnan and
Yani A. Ioannou and
Chuan{-}Yung Tsai and
Angus Galloway and
Hamid R. Tizhoosh and
Graham W. Taylor},
title = {Monitoring Shortcut Learning using Mutual Information},
journal = {CoRR},
volume = {abs/2206.13034},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13034},
doi = {10.48550/ARXIV.2206.13034},
eprinttype = {arXiv},
eprint = {2206.13034},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09408,
author = {Angus Galloway and
Anna Golubeva and
Mahmoud Salem and
Mihai Nica and
Yani A. Ioannou and
Graham W. Taylor},
title = {Bounding generalization error with input compression: An empirical
study with infinite-width networks},
journal = {CoRR},
volume = {abs/2207.09408},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09408},
doi = {10.48550/ARXIV.2207.09408},
eprinttype = {arXiv},
eprint = {2207.09408},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/KimLCTA21,
author = {Chris Kim and
Xiao Lin and
Christopher Collins and
Graham W. Taylor and
Mohamed R. Amer},
title = {Learn, Generate, Rank, Explain: {A} Case Study of Visual Explanation
by Generative Machine Learning},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {11},
number = {3-4},
pages = {23:1--23:34},
year = {2021},
url = {https://doi.org/10.1145/3465407},
doi = {10.1145/3465407},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiis/KimLCTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SahaDSTA21,
author = {Rohit Saha and
Brendan Duke and
Florian Shkurti and
Graham W. Taylor and
Parham Aarabi},
title = {{LOHO:} Latent Optimization of Hairstyles via Orthogonalization},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {1984--1993},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Saha\_LOHO\_Latent\_Optimization\_of\_Hairstyles\_via\_Orthogonalization\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00202},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SahaDSTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DukeA0AT21,
author = {Brendan Duke and
Abdalla Ahmed and
Christian Wolf and
Parham Aarabi and
Graham W. Taylor},
title = {{SSTVOS:} Sparse Spatiotemporal Transformers for Video Object Segmentation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {5912--5921},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Duke\_SSTVOS\_Sparse\_Spatiotemporal\_Transformers\_for\_Video\_Object\_Segmentation\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00585},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DukeA0AT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/DeVries0STS21,
author = {Terrance DeVries and
Miguel {\'{A}}ngel Bautista and
Nitish Srivastava and
Graham W. Taylor and
Joshua M. Susskind},
title = {Unconstrained Scene Generation with Locally Conditioned Radiance Fields},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {14284--14293},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01404},
doi = {10.1109/ICCV48922.2021.01404},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/DeVries0STS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KnyazevVCTCB21,
author = {Boris Knyazev and
Harm de Vries and
Catalina Cangea and
Graham W. Taylor and
Aaron C. Courville and
Eugene Belilovsky},
title = {Generative Compositional Augmentations for Scene Graph Prediction},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {15807--15817},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01553},
doi = {10.1109/ICCV48922.2021.01553},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/KnyazevVCTCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LuRCKY0TV21,
author = {Yichao Lu and
Himanshu Rai and
Jason Chang and
Boris Knyazev and
Guang Wei Yu and
Shashank Shekhar and
Graham W. Taylor and
Maksims Volkovs},
title = {Context-aware Scene Graph Generation with Seq2Seq Transformers},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {15911--15921},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01563},
doi = {10.1109/ICCV48922.2021.01563},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/LuRCKY0TV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/istas/BaleshtaWRCTSBG21,
author = {Clair Baleshta and
Dylan White and
Glen Reavie and
Alysha Cooper and
Graham W. Taylor and
Joshua August Gus Skorburg and
David Van Bruwaene and
Sarah Gignac and
Chris Schmidt and
Laura McDonald and
Patricia Thaine and
Chlo{\"{e}} Ryan and
Rency Luan},
title = {{CARE-AI} special session on {AI} ethics},
booktitle = {{IEEE} International Symposium on Technology and Society, {ISTAS}
2021, Waterloo, ON, Canada, October 28-31, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISTAS52410.2021.9629130},
doi = {10.1109/ISTAS52410.2021.9629130},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/istas/BaleshtaWRCTSBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/istas/TaylorBSRDYP21,
author = {Graham W. Taylor and
Theresa Bernardo and
Deborah Stacey and
Kassy Raymond and
Rozita Dara and
Samira Yousefinaghani and
Ethan Pike},
title = {One Health Informatics and the stewardship of complex systems},
booktitle = {{IEEE} International Symposium on Technology and Society, {ISTAS}
2021, Waterloo, ON, Canada, October 28-31, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISTAS52410.2021.9629160},
doi = {10.1109/ISTAS52410.2021.9629160},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/istas/TaylorBSRDYP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChungKKLTPC21,
author = {Hyunsoo Chung and
Jungtaek Kim and
Boris Knyazev and
Jinhwi Lee and
Graham W. Taylor and
Jaesik Park and
Minsu Cho},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Brick-by-Brick: Combinatorial Construction with Deep Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {5745--5757},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2d4027d6df9c0256b8d4474ce88f8c88-Abstract.html},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChungKKLTPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KnyazevDTR21,
author = {Boris Knyazev and
Michal Drozdzal and
Graham W. Taylor and
Adriana Romero{-}Soriano},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Parameter Prediction for Unseen Deep Architectures},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29433--29448},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f6185f0ef02dcaec414a3171cd01c697-Abstract.html},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KnyazevDTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08833,
author = {Brendan Duke and
Abdalla Ahmed and
Christian Wolf and
Parham Aarabi and
Graham W. Taylor},
title = {{SSTVOS:} Sparse Spatiotemporal Transformers for Video Object Segmentation},
journal = {CoRR},
volume = {abs/2101.08833},
year = {2021},
url = {https://arxiv.org/abs/2101.08833},
eprinttype = {arXiv},
eprint = {2101.08833},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03891,
author = {Rohit Saha and
Brendan Duke and
Florian Shkurti and
Graham W. Taylor and
Parham Aarabi},
title = {{LOHO:} Latent Optimization of Hairstyles via Orthogonalization},
journal = {CoRR},
volume = {abs/2103.03891},
year = {2021},
url = {https://arxiv.org/abs/2103.03891},
eprinttype = {arXiv},
eprint = {2103.03891},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-17105,
author = {Eu Wern Teh and
Terrance DeVries and
Brendan Duke and
Ruowei Jiang and
Parham Aarabi and
Graham W. Taylor},
title = {The {GIST} and {RIST} of Iterative Self-Training for Semi-Supervised
Segmentation},
journal = {CoRR},
volume = {abs/2103.17105},
year = {2021},
url = {https://arxiv.org/abs/2103.17105},
eprinttype = {arXiv},
eprint = {2103.17105},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-17105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-00670,
author = {Terrance DeVries and
Miguel {\'{A}}ngel Bautista and
Nitish Srivastava and
Graham W. Taylor and
Joshua M. Susskind},
title = {Unconstrained Scene Generation with Locally Conditioned Radiance Fields},
journal = {CoRR},
volume = {abs/2104.00670},
year = {2021},
url = {https://arxiv.org/abs/2104.00670},
eprinttype = {arXiv},
eprint = {2104.00670},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-00670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13100,
author = {Boris Knyazev and
Michal Drozdzal and
Graham W. Taylor and
Adriana Romero{-}Soriano},
title = {Parameter Prediction for Unseen Deep Architectures},
journal = {CoRR},
volume = {abs/2110.13100},
year = {2021},
url = {https://arxiv.org/abs/2110.13100},
eprinttype = {arXiv},
eprint = {2110.13100},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15481,
author = {Hyunsoo Chung and
Jungtaek Kim and
Boris Knyazev and
Jinhwi Lee and
Graham W. Taylor and
Jaesik Park and
Minsu Cho},
title = {Brick-by-Brick: Combinatorial Construction with Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2110.15481},
year = {2021},
url = {https://arxiv.org/abs/2110.15481},
eprinttype = {arXiv},
eprint = {2110.15481},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03543,
author = {Michal Lisicki and
Arash Afkanpour and
Graham W. Taylor},
title = {An Empirical Study of Neural Kernel Bandits},
journal = {CoRR},
volume = {abs/2111.03543},
year = {2021},
url = {https://arxiv.org/abs/2111.03543},
eprinttype = {arXiv},
eprint = {2111.03543},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12170,
author = {Mohammed Adnan and
Yani A. Ioannou and
Chuan{-}Yung Tsai and
Graham W. Taylor},
title = {Domain-Agnostic Clustering with Self-Distillation},
journal = {CoRR},
volume = {abs/2111.12170},
year = {2021},
url = {https://arxiv.org/abs/2111.12170},
eprinttype = {arXiv},
eprint = {2111.12170},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-12170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ElshamliTA20,
author = {Ahmed Elshamli and
Graham W. Taylor and
Shawki Areibi},
title = {Multisource Domain Adaptation for Remote Sensing Using Deep Neural
Networks},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {5},
pages = {3328--3340},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2019.2953328},
doi = {10.1109/TGRS.2019.2953328},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ElshamliTA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/KnyazevVCTCB20,
author = {Boris Knyazev and
Harm de Vries and
Catalina Cangea and
Graham W. Taylor and
Aaron C. Courville and
Eugene Belilovsky},
title = {Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation},
booktitle = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
Event, UK, September 7-10, 2020},
publisher = {{BMVA} Press},
year = {2020},
url = {https://www.bmvc2020-conference.com/assets/papers/0378.pdf},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/KnyazevVCTCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TaylorST20,
author = {J. Eric Taylor and
Shashank Shekhar and
Graham W. Taylor},
title = {Response Time Analysis for Explainability of Visual Processing in
CNNs},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {1555--1558},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w26/Taylor\_Response\_Time\_Analysis\_for\_Explainability\_of\_Visual\_Processing\_in\_CNNs\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00199},
timestamp = {Tue, 31 Aug 2021 14:00:09 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TaylorST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TehDT20,
author = {Eu Wern Teh and
Terrance DeVries and
Graham W. Taylor},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component
Analysis},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {12369},
pages = {448--464},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58586-0\_27},
doi = {10.1007/978-3-030-58586-0\_27},
timestamp = {Mon, 30 Nov 2020 17:53:53 +0100},
biburl = {https://dblp.org/rec/conf/eccv/TehDT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KalraATT20,
author = {Shivam Kalra and
Mohammed Adnan and
Graham W. Taylor and
Hamid R. Tizhoosh},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Learning Permutation Invariant Representations Using Memory Networks},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXIX}},
series = {Lecture Notes in Computer Science},
volume = {12374},
pages = {677--693},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58526-6\_40},
doi = {10.1007/978-3-030-58526-6\_40},
timestamp = {Wed, 07 Oct 2020 19:50:12 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KalraATT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KudashkinaWKT20,
author = {Katya Kudashkina and
Peter Wittek and
Jamie Kiros and
Graham W. Taylor},
title = {Modular Length Control for Sentence Generation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {607--612},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-53.pdf},
timestamp = {Fri, 29 Jan 2021 22:08:59 +0100},
biburl = {https://dblp.org/rec/conf/esann/KudashkinaWKT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ThangarasaMT20,
author = {Vithursan Thangarasa and
Thomas Miconi and
Graham W. Taylor},
title = {Enabling Continual Learning with Differentiable Hebbian Plasticity},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206764},
doi = {10.1109/IJCNN48605.2020.9206764},
timestamp = {Tue, 06 Oct 2020 15:44:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ThangarasaMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/TehT20,
author = {Eu Wern Teh and
Graham W. Taylor},
title = {Learning with Less Data Via Weakly Labeled Patch Classification in
Digital Pathology},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {471--475},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098533},
doi = {10.1109/ISBI45749.2020.9098533},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/TehT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DeVriesDT20,
author = {Terrance DeVries and
Michal Drozdzal and
Graham W. Taylor},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Instance Selection for GANs},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/99f6a934a7cf277f2eaece8e3ce619b2-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DeVriesDT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SchneiderTK20,
author = {Stefan Schneider and
Graham W. Taylor and
Stefan C. Kremer},
title = {Similarity Learning Networks for Animal Individual Re-Identification
- Beyond the Capabilities of a Human Observer},
booktitle = {{IEEE} Winter Applications of Computer Vision Workshops, {WACV} Workshops
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {44--52},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACVW50321.2020.9096925},
doi = {10.1109/WACVW50321.2020.9096925},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/SchneiderTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01113,
author = {Eu Wern Teh and
Terrance DeVries and
Graham W. Taylor},
title = {ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component
Analysis},
journal = {CoRR},
volume = {abs/2004.01113},
year = {2020},
url = {https://arxiv.org/abs/2004.01113},
eprinttype = {arXiv},
eprint = {2004.01113},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13657,
author = {Katya Kudashkina and
Valliappa Chockalingam and
Graham W. Taylor and
Michael Bowling},
title = {Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue
Task},
journal = {CoRR},
volume = {abs/2004.13657},
year = {2020},
url = {https://arxiv.org/abs/2004.13657},
eprinttype = {arXiv},
eprint = {2004.13657},
timestamp = {Sat, 02 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-08230,
author = {Boris Knyazev and
Harm de Vries and
Catalina Cangea and
Graham W. Taylor and
Aaron C. Courville and
Eugene Belilovsky},
title = {Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation},
journal = {CoRR},
volume = {abs/2005.08230},
year = {2020},
url = {https://arxiv.org/abs/2005.08230},
eprinttype = {arXiv},
eprint = {2005.08230},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-16558,
author = {Vithursan Thangarasa and
Thomas Miconi and
Graham W. Taylor},
title = {Enabling Continual Learning with Differentiable Hebbian Plasticity},
journal = {CoRR},
volume = {abs/2006.16558},
year = {2020},
url = {https://arxiv.org/abs/2006.16558},
eprinttype = {arXiv},
eprint = {2006.16558},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-16558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05756,
author = {Boris Knyazev and
Harm de Vries and
Catalina Cangea and
Graham W. Taylor and
Aaron C. Courville and
Eugene Belilovsky},
title = {Generative Graph Perturbations for Scene Graph Prediction},
journal = {CoRR},
volume = {abs/2007.05756},
year = {2020},
url = {https://arxiv.org/abs/2007.05756},
eprinttype = {arXiv},
eprint = {2007.05756},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-15255,
author = {Terrance DeVries and
Michal Drozdzal and
Graham W. Taylor},
title = {Instance Selection for GANs},
journal = {CoRR},
volume = {abs/2007.15255},
year = {2020},
url = {https://arxiv.org/abs/2007.15255},
eprinttype = {arXiv},
eprint = {2007.15255},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-15255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03043,
author = {Nolan S. Dey and
J. Eric Taylor and
Bryan P. Tripp and
Alexander Wong and
Graham W. Taylor},
title = {Identifying and interpreting tuning dimensions in deep networks},
journal = {CoRR},
volume = {abs/2011.03043},
year = {2020},
url = {https://arxiv.org/abs/2011.03043},
eprinttype = {arXiv},
eprint = {2011.03043},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06188,
author = {Michal Lisicki and
Arash Afkanpour and
Graham W. Taylor},
title = {Evaluating Curriculum Learning Strategies in Neural Combinatorial
Optimization},
journal = {CoRR},
volume = {abs/2011.06188},
year = {2020},
url = {https://arxiv.org/abs/2011.06188},
eprinttype = {arXiv},
eprint = {2011.06188},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11543,
author = {Rylee Thompson and
Elahe Ghalebi and
Terrance DeVries and
Graham W. Taylor},
title = {Building {LEGO} Using Deep Generative Models of Graphs},
journal = {CoRR},
volume = {abs/2012.11543},
year = {2020},
url = {https://arxiv.org/abs/2012.11543},
eprinttype = {arXiv},
eprint = {2012.11543},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KumarTW19,
author = {Devinder Kumar and
Graham W. Taylor and
Alexander Wong},
title = {Discovery Radiomics With {CLEAR-DR:} Interpretable Computer Aided
Diagnosis of Diabetic Retinopathy},
journal = {{IEEE} Access},
volume = {7},
pages = {25891--25896},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2893635},
doi = {10.1109/ACCESS.2019.2893635},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KumarTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KumarSCTW19,
author = {Devinder Kumar and
Vignesh Sankar and
David A. Clausi and
Graham W. Taylor and
Alexander Wong},
title = {{SISC:} End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer
Prediction via Stacked Interpretable Sequencing Cells},
journal = {{IEEE} Access},
volume = {7},
pages = {145444--145454},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2945524},
doi = {10.1109/ACCESS.2019.2945524},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/KumarSCTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/KnyazevLAT19,
author = {Boris Knyazev and
Xiao Lin and
Mohamed R. Amer and
Graham W. Taylor},
title = {Image Classification with Hierarchical Multigraph Networks},
booktitle = {30th British Machine Vision Conference 2019, {BMVC} 2019, Cardiff,
UK, September 9-12, 2019},
pages = {251},
publisher = {{BMVA} Press},
year = {2019},
url = {https://bmvc2019.org/wp-content/uploads/papers/1186-paper.pdf},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/KnyazevLAT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/TehT19,
author = {Eu Wern Teh and
Graham W. Taylor},
title = {Apparent Age Estimation with Relational Networks},
booktitle = {16th Conference on Computer and Robot Vision, {CRV} 2019, Kingston,
ON, Canada, May 29-31, 2019},
pages = {89--96},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CRV.2019.00020},
doi = {10.1109/CRV.2019.00020},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/TehT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KumarDVFTW19,
author = {Devinder Kumar and
Ibrahim Ben Daya and
Kanav Vats and
Jeffery Feng and
Graham W. Taylor and
Alexander Wong},
title = {Beyond Explainability: Leveraging Interpretability for Improved Adversarial
Learning},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {16--19},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/Explainable\_AI/Daya\_Beyond\_Explainability\_Leveraging\_Interpretability\_for\_Improved\_Adversarial\_Learning\_CVPRW\_2019\_paper.html},
timestamp = {Mon, 30 Aug 2021 17:04:30 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/KumarDVFTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/El-NoubySSHAKBT19,
author = {Alaaeldin El{-}Nouby and
Shikhar Sharma and
Hannes Schulz and
R. Devon Hjelm and
Layla El Asri and
Samira Ebrahimi Kahou and
Yoshua Bengio and
Graham W. Taylor},
title = {Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual
Linguistic Instruction},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {10303--10311},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.01040},
doi = {10.1109/ICCV.2019.01040},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/El-NoubySSHAKBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KnyazevTA19,
author = {Boris Knyazev and
Graham W. Taylor and
Mohamed R. Amer},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Understanding Attention and Generalization in Graph Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4204--4214},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/4c5bcfec8584af0d967f1ab10179ca4b-Abstract.html},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KnyazevTA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/MuraliSLT19,
author = {Nihal Murali and
Jon Schneider and
Joel Levine and
Graham W. 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}
2019, Waikoloa Village, HI, USA, January 7-11, 2019},
pages = {570--578},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WACV.2019.00066},
doi = {10.1109/WACV.2019.00066},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/MuraliSLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04641,
author = {Vignesh Sankar and
Devinder Kumar and
David A. Clausi and
Graham W. Taylor and
Alexander Wong},
title = {{SISC:} End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer
Prediction via Stacked Interpretable Sequencing Cells},
journal = {CoRR},
volume = {abs/1901.04641},
year = {2019},
url = {http://arxiv.org/abs/1901.04641},
eprinttype = {arXiv},
eprint = {1901.04641},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09324,
author = {Stefan Schneider and
Graham W. Taylor and
Stefan S. Linquist and
Stefan C. Kremer},
title = {Similarity Learning Networks for Animal Individual Re-Identification
- Beyond the Capabilities of a Human Observer},
journal = {CoRR},
volume = {abs/1902.09324},
year = {2019},
url = {http://arxiv.org/abs/1902.09324},
eprinttype = {arXiv},
eprint = {1902.09324},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-09633,
author = {Devinder Kumar and
Ibrahim Ben Daya and
Kanav Vats and
Jeffery Feng and
Graham W. Taylor and
Alexander Wong},
title = {Beyond Explainability: Leveraging Interpretability for Improved Adversarial
Learning},
journal = {CoRR},
volume = {abs/1904.09633},
year = {2019},
url = {http://arxiv.org/abs/1904.09633},
eprinttype = {arXiv},
eprint = {1904.09633},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-09633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02161,
author = {Angus Galloway and
Anna Golubeva and
Thomas Tanay and
Medhat Moussa and
Graham W. Taylor},
title = {Batch Normalization is a Cause of Adversarial Vulnerability},
journal = {CoRR},
volume = {abs/1905.02161},
year = {2019},
url = {http://arxiv.org/abs/1905.02161},
eprinttype = {arXiv},
eprint = {1905.02161},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02850,
author = {Boris Knyazev and
Graham W. Taylor and
Mohamed R. Amer},
title = {Understanding attention in graph neural networks},
journal = {CoRR},
volume = {abs/1905.02850},
year = {2019},
url = {http://arxiv.org/abs/1905.02850},
eprinttype = {arXiv},
eprint = {1905.02850},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08175,
author = {Terrance DeVries and
Adriana Romero and
Luis Pineda and
Graham W. Taylor and
Michal Drozdzal},
title = {On the Evaluation of Conditional GANs},
journal = {CoRR},
volume = {abs/1907.08175},
year = {2019},
url = {http://arxiv.org/abs/1907.08175},
eprinttype = {arXiv},
eprint = {1907.08175},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09000,
author = {Boris Knyazev and
Xiao Lin and
Mohamed R. Amer and
Graham W. Taylor},
title = {Image Classification with Hierarchical Multigraph Networks},
journal = {CoRR},
volume = {abs/1907.09000},
year = {2019},
url = {http://arxiv.org/abs/1907.09000},
eprinttype = {arXiv},
eprint = {1907.09000},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-10367,
author = {Boris Knyazev and
Carolyn Augusta and
Graham W. Taylor},
title = {Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions},
journal = {CoRR},
volume = {abs/1909.10367},
year = {2019},
url = {http://arxiv.org/abs/1909.10367},
eprinttype = {arXiv},
eprint = {1909.10367},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-10367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05098,
author = {Elahe Ghalebi and
Hamidreza Mahyar and
Radu Grosu and
Graham W. Taylor and
Sinead A. Williamson},
title = {A Nonparametric Bayesian Model for Sparse Temporal Multigraphs},
journal = {CoRR},
volume = {abs/1910.05098},
year = {2019},
url = {http://arxiv.org/abs/1910.05098},
eprinttype = {arXiv},
eprint = {1910.05098},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12770,
author = {Alaaeldin El{-}Nouby and
Shuangfei Zhai and
Graham W. Taylor and
Joshua M. Susskind},
title = {Skip-Clip: Self-Supervised Spatiotemporal Representation Learning
by Future Clip Order Ranking},
journal = {CoRR},
volume = {abs/1910.12770},
year = {2019},
url = {http://arxiv.org/abs/1910.12770},
eprinttype = {arXiv},
eprint = {1910.12770},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07984,
author = {Shivam Kalra and
Mohammed Adnan and
Graham W. Taylor and
Hamid R. Tizhoosh},
title = {Learning Permutation Invariant Representations using Memory Networks},
journal = {CoRR},
volume = {abs/1911.07984},
year = {2019},
url = {http://arxiv.org/abs/1911.07984},
eprinttype = {arXiv},
eprint = {1911.07984},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12425,
author = {Eu Wern Teh and
Graham W. Taylor},
title = {Learning with less data via Weakly Labeled Patch Classification in
Digital Pathology},
journal = {CoRR},
volume = {abs/1911.12425},
year = {2019},
url = {http://arxiv.org/abs/1911.12425},
eprinttype = {arXiv},
eprint = {1911.12425},
timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-12425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-wss/BrennanTS18,
author = {Colin Brennan and
Graham W. Taylor and
Petros Spachos},
title = {Designing learned CO\({}_{\mbox{2}}\)-based occupancy estimation in
smart buildings},
journal = {{IET} Wirel. Sens. Syst.},
volume = {8},
number = {6},
pages = {249--255},
year = {2018},
url = {https://doi.org/10.1049/iet-wss.2018.5027},
doi = {10.1049/IET-WSS.2018.5027},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-wss/BrennanTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RamachandramLSA18,
author = {Dhanesh Ramachandram and
Michal Lisicki and
Timothy J. Shields and
Mohamed R. Amer and
Graham W. Taylor},
title = {Bayesian optimization on graph-structured search spaces: Optimizing
deep multimodal fusion architectures},
journal = {Neurocomputing},
volume = {298},
pages = {80--89},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.11.071},
doi = {10.1016/J.NEUCOM.2017.11.071},
timestamp = {Fri, 01 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/RamachandramLSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/ThangarasaT18,
author = {Vithursan Thangarasa and
Graham W. Taylor},
title = {Self-Paced Learning with Adaptive Deep Visual Embeddings},
booktitle = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
September 3-6, 2018},
pages = {276},
publisher = {{BMVA} Press},
year = {2018},
url = {http://bmvc2018.org/contents/papers/1033.pdf},
timestamp = {Tue, 21 Apr 2020 23:17:57 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/ThangarasaT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/AliT18,
author = {Alaaeldin El{-}Nouby and
Graham W. Taylor},
title = {Real-Time End-to-End Action Detection with Two-Stream Networks},
booktitle = {15th Conference on Computer and Robot Vision, {CRV} 2018, Toronto,
ON, Canada, May 8-10, 2018},
pages = {31--38},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/CRV.2018.00015},
doi = {10.1109/CRV.2018.00015},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/AliT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/DukeT18,
author = {Brendan Duke and
Graham W. Taylor},
title = {Generalized Hadamard-Product Fusion Operators for Visual Question
Answering},
booktitle = {15th Conference on Computer and Robot Vision, {CRV} 2018, Toronto,
ON, Canada, May 8-10, 2018},
pages = {39--46},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/CRV.2018.00016},
doi = {10.1109/CRV.2018.00016},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/DukeT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/SchneiderTK18,
author = {Stefan Schneider and
Graham W. Taylor and
Stefan C. Kremer},
title = {Deep Learning Object Detection Methods for Ecological Camera Trap
Data},
booktitle = {15th Conference on Computer and Robot Vision, {CRV} 2018, Toronto,
ON, Canada, May 8-10, 2018},
pages = {321--328},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/CRV.2018.00052},
doi = {10.1109/CRV.2018.00052},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/SchneiderTK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/DuttaTT18,
author = {Shamak Dutta and
Bryan P. Tripp and
Graham W. Taylor},
title = {Convolutional Neural Networks Regularized by Correlated Noise},
booktitle = {15th Conference on Computer and Robot Vision, {CRV} 2018, Toronto,
ON, Canada, May 8-10, 2018},
pages = {375--382},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/CRV.2018.00059},
doi = {10.1109/CRV.2018.00059},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/DuttaTT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Baradel0MT18,
author = {Fabien Baradel and
Christian Wolf and
Julien Mille and
Graham W. Taylor},
title = {Glimpse Clouds: Human Activity Recognition From Unstructured Feature
Points},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {469--478},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Baradel\_Glimpse\_Clouds\_Human\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00056},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Baradel0MT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GallowayTM18,
author = {Angus Galloway and
Graham W. Taylor and
Medhat Moussa},
title = {Attacking Binarized Neural Networks},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=HkTEFfZRb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GallowayTM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ImMTB18,
author = {Daniel Jiwoong Im and
He Ma and
Graham W. Taylor and
Kristin Branson},
title = {Quantitatively Evaluating GANs With Divergences Proposed for Training},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=SJQHjzZ0-},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ImMTB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KumarMTW18,
author = {Devinder Kumar and
Vlado Menkovski and
Graham W. Taylor and
Alexander Wong},
title = {Understanding anatomy classification through attentive response maps},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1130--1133},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363770},
doi = {10.1109/ISBI.2018.8363770},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KumarMTW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcmc/BrennanTS18,
author = {Colin Brennan and
Graham W. Taylor and
Petros Spachos},
title = {Distributed Sensor Network for Indirect Occupancy Measurement in Smart
Buildings},
booktitle = {14th International Wireless Communications {\&} Mobile Computing
Conference, {IWCMC} 2018, Limassol, Cyprus, June 25-29, 2018},
pages = {1290--1295},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IWCMC.2018.8450386},
doi = {10.1109/IWCMC.2018.8450386},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/iwcmc/BrennanTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/KennedyTS18,
author = {Brad Kennedy and
Graham W. Taylor and
Petros Spachos},
title = {{BLE} Beacon Based Patient Tracking in Smart Care Facilities},
booktitle = {2018 {IEEE} International Conference on Pervasive Computing and Communications
Workshops, PerCom Workshops 2018, Athens, Greece, March 19-23, 2018},
pages = {439--441},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/PERCOMW.2018.8480315},
doi = {10.1109/PERCOMW.2018.8480315},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/KennedyTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LaceyTA18,
author = {Griffin Lacey and
Graham W. Taylor and
Shawki Areibi},
editor = {Amir Globerson and
Ricardo Silva},
title = {Stochastic Layer-Wise Precision in Deep Neural Networks},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {663--672},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/238.pdf},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/LaceyTA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04457,
author = {Angus Galloway and
Graham W. Taylor and
Medhat Moussa},
title = {Predicting Adversarial Examples with High Confidence},
journal = {CoRR},
volume = {abs/1802.04457},
year = {2018},
url = {http://arxiv.org/abs/1802.04457},
eprinttype = {arXiv},
eprint = {1802.04457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04865,
author = {Terrance DeVries and
Graham W. Taylor},
title = {Learning Confidence for Out-of-Distribution Detection in Neural Networks},
journal = {CoRR},
volume = {abs/1802.04865},
year = {2018},
url = {http://arxiv.org/abs/1802.04865},
eprinttype = {arXiv},
eprint = {1802.04865},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07898,
author = {Fabien Baradel and
Christian Wolf and
Julien Mille and
Graham W. Taylor},
title = {Glimpse Clouds: Human Activity Recognition from Unstructured Feature
Points},
journal = {CoRR},
volume = {abs/1802.07898},
year = {2018},
url = {http://arxiv.org/abs/1802.07898},
eprinttype = {arXiv},
eprint = {1802.07898},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08362,
author = {Alaaeldin El{-}Nouby and
Graham W. Taylor},
title = {Real-Time End-to-End Action Detection with Two-Stream Networks},
journal = {CoRR},
volume = {abs/1802.08362},
year = {2018},
url = {http://arxiv.org/abs/1802.08362},
eprinttype = {arXiv},
eprint = {1802.08362},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01045,
author = {Daniel Jiwoong Im and
He Ma and
Graham W. Taylor and
Kristin Branson},
title = {Quantitatively Evaluating GANs With Divergences Proposed for Training},
journal = {CoRR},
volume = {abs/1803.01045},
year = {2018},
url = {http://arxiv.org/abs/1803.01045},
eprinttype = {arXiv},
eprint = {1803.01045},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09374,
author = {Brendan Duke and
Graham W. Taylor},
title = {Generalized Hadamard-Product Fusion Operators for Visual Question
Answering},
journal = {CoRR},
volume = {abs/1803.09374},
year = {2018},
url = {http://arxiv.org/abs/1803.09374},
eprinttype = {arXiv},
eprint = {1803.09374},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10842,
author = {Stefan Schneider and
Graham W. Taylor and
Stefan C. Kremer},
title = {Deep Learning Object Detection Methods for Ecological Camera Trap
Data},
journal = {CoRR},
volume = {abs/1803.10842},
year = {2018},
url = {http://arxiv.org/abs/1803.10842},
eprinttype = {arXiv},
eprint = {1803.10842},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00815,
author = {Shamak Dutta and
Bryan P. Tripp and
Graham W. Taylor},
title = {Convolutional Neural Networks Regularized by Correlated Noise},
journal = {CoRR},
volume = {abs/1804.00815},
year = {2018},
url = {http://arxiv.org/abs/1804.00815},
eprinttype = {arXiv},
eprint = {1804.00815},
timestamp = {Thu, 09 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03308,
author = {Angus Galloway and
Thomas Tanay and
Graham W. Taylor},
title = {Adversarial Training Versus Weight Decay},
journal = {CoRR},
volume = {abs/1804.03308},
year = {2018},
url = {http://arxiv.org/abs/1804.03308},
eprinttype = {arXiv},
eprint = {1804.03308},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00502,
author = {Terrance DeVries and
Graham W. Taylor},
title = {Leveraging Uncertainty Estimates for Predicting Segmentation Quality},
journal = {CoRR},
volume = {abs/1807.00502},
year = {2018},
url = {http://arxiv.org/abs/1807.00502},
eprinttype = {arXiv},
eprint = {1807.00502},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00942,
author = {Griffin Lacey and
Graham W. Taylor and
Shawki Areibi},
title = {Stochastic Layer-Wise Precision in Deep Neural Networks},
journal = {CoRR},
volume = {abs/1807.00942},
year = {2018},
url = {http://arxiv.org/abs/1807.00942},
eprinttype = {arXiv},
eprint = {1807.00942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-09200,
author = {Vithursan Thangarasa and
Graham W. Taylor},
title = {Self-Paced Learning with Adaptive Deep Visual Embeddings},
journal = {CoRR},
volume = {abs/1807.09200},
year = {2018},
url = {http://arxiv.org/abs/1807.09200},
eprinttype = {arXiv},
eprint = {1807.09200},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-09200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07749,
author = {Stefan Schneider and
Graham W. Taylor and
Stefan S. Linquist and
Stefan C. Kremer},
title = {Past, Present, and Future Approaches Using Computer Vision for Animal
Re-Identification from Camera Trap Data},
journal = {CoRR},
volume = {abs/1811.07749},
year = {2018},
url = {http://arxiv.org/abs/1811.07749},
eprinttype = {arXiv},
eprint = {1811.07749},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09595,
author = {Boris Knyazev and
Xiao Lin and
Mohamed R. Amer and
Graham W. Taylor},
title = {Spectral Multigraph Networks for Discovering and Fusing Relationships
in Molecules},
journal = {CoRR},
volume = {abs/1811.09595},
year = {2018},
url = {http://arxiv.org/abs/1811.09595},
eprinttype = {arXiv},
eprint = {1811.09595},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09845,
author = {Alaaeldin El{-}Nouby and
Shikhar Sharma and
Hannes Schulz and
R. Devon Hjelm and
Layla El Asri and
Samira Ebrahimi Kahou and
Yoshua Bengio and
Graham W. Taylor},
title = {Keep Drawing It: Iterative language-based image generation and editing},
journal = {CoRR},
volume = {abs/1811.09845},
year = {2018},
url = {http://arxiv.org/abs/1811.09845},
eprinttype = {arXiv},
eprint = {1811.09845},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12601,
author = {Angus Galloway and
Anna Golubeva and
Graham W. Taylor},
title = {Adversarial Examples as an Input-Fault Tolerance Problem},
journal = {CoRR},
volume = {abs/1811.12601},
year = {2018},
url = {http://arxiv.org/abs/1811.12601},
eprinttype = {arXiv},
eprint = {1811.12601},
timestamp = {Mon, 03 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/NeverovaWNT17,
author = {Natalia Neverova and
Christian Wolf and
Florian Nebout and
Graham W. Taylor},
title = {Hand pose estimation through semi-supervised and weakly-supervised
learning},
journal = {Comput. Vis. Image Underst.},
volume = {164},
pages = {56--67},
year = {2017},
url = {https://doi.org/10.1016/j.cviu.2017.10.006},
doi = {10.1016/J.CVIU.2017.10.006},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/NeverovaWNT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/VeresMT17,
author = {Matthew Veres and
Medhat Moussa and
Graham W. Taylor},
title = {Modeling Grasp Motor Imagery Through Deep Conditional Generative Models},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {2},
number = {2},
pages = {757--764},
year = {2017},
url = {https://doi.org/10.1109/LRA.2017.2651945},
doi = {10.1109/LRA.2017.2651945},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/VeresMT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/RamachandramT17,
author = {Dhanesh Ramachandram and
Graham W. Taylor},
title = {Deep Multimodal Learning: {A} Survey on Recent Advances and Trends},
journal = {{IEEE} Signal Process. Mag.},
volume = {34},
number = {6},
pages = {96--108},
year = {2017},
url = {https://doi.org/10.1109/MSP.2017.2738401},
doi = {10.1109/MSP.2017.2738401},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/RamachandramT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ElshamliTBA17,
author = {Ahmed Elshamli and
Graham W. Taylor and
Aaron Berg and
Shawki Areibi},
title = {Domain Adaptation Using Representation Learning for the Classification
of Remote Sensing Images},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {9},
pages = {4198--4209},
year = {2017},
url = {https://doi.org/10.1109/JSTARS.2017.2711360},
doi = {10.1109/JSTARS.2017.2711360},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ElshamliTBA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/GallowayTRM17,
author = {Angus Galloway and
Graham W. Taylor and
Aaron Ramsay and
Medhat Moussa},
title = {The Ciona17 Dataset for Semantic Segmentation of Invasive Species
in a Marine Aquaculture Environment},
booktitle = {14th Conference on Computer and Robot Vision, {CRV} 2017, Edmonton,
AB, Canada, May 16-19, 2017},
pages = {361--366},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CRV.2017.46},
doi = {10.1109/CRV.2017.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/GallowayTRM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KumarWT17,
author = {Devinder Kumar and
Alexander Wong and
Graham W. Taylor},
title = {Explaining the Unexplained: {A} CLass-Enhanced Attentive Response
{(CLEAR)} Approach to Understanding Deep Neural Networks},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1686--1694},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.215},
doi = {10.1109/CVPRW.2017.215},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KumarWT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RamachandramLSA17,
author = {Dhanesh Ramachandram and
Michal Lisicki and
Timothy J. Shields and
Mohamed R. Amer and
Graham W. Taylor},
title = {Structure optimization for deep multimodal fusion networks using graph-induced
kernels},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-108.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RamachandramLSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/LiN0T17,
author = {Fan Li and
Natalia Neverova and
Christian Wolf and
Graham W. Taylor},
title = {Modout: Learning Multi-Modal Architectures by Stochastic Regularization},
booktitle = {12th {IEEE} International Conference on Automatic Face {\&} Gesture
Recognition, {FG} 2017, Washington, DC, USA, May 30 - June 3, 2017},
pages = {422--429},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/FG.2017.59},
doi = {10.1109/FG.2017.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fgr/LiN0T17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DeVriesT17,
author = {Terrance DeVries and
Graham W. Taylor},
title = {Dataset Augmentation in Feature Space},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=HyaF53XYx},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DeVriesT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VeresMT17,
author = {Matthew Veres and
Medhat Moussa and
Graham W. Taylor},
title = {Modeling Grasp Motor Imagery through Deep Conditional Generative Models},
journal = {CoRR},
volume = {abs/1701.03041},
year = {2017},
url = {http://arxiv.org/abs/1701.03041},
eprinttype = {arXiv},
eprint = {1701.03041},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VeresMT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VeresMT17a,
author = {Matthew Veres and
Medhat A. Moussa and
Graham W. Taylor},
title = {An Integrated Simulator and Dataset that Combines Grasping and Vision
for Deep Learning},
journal = {CoRR},
volume = {abs/1702.02103},
year = {2017},
url = {http://arxiv.org/abs/1702.02103},
eprinttype = {arXiv},
eprint = {1702.02103},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VeresMT17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DevriesT17,
author = {Terrance Devries and
Graham W. Taylor},
title = {Dataset Augmentation in Feature Space},
journal = {CoRR},
volume = {abs/1702.05538},
year = {2017},
url = {http://arxiv.org/abs/1702.05538},
eprinttype = {arXiv},
eprint = {1702.05538},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DevriesT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GallowayTRM17,
author = {Angus Galloway and
Graham W. Taylor and
Aaron Ramsay and
Medhat Moussa},
title = {The Ciona17 Dataset for Semantic Segmentation of Invasive Species
in a Marine Aquaculture Environment},
journal = {CoRR},
volume = {abs/1702.05564},
year = {2017},
url = {http://arxiv.org/abs/1702.05564},
eprinttype = {arXiv},
eprint = {1702.05564},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GallowayTRM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarWT17,
author = {Devinder Kumar and
Alexander Wong and
Graham W. Taylor},
title = {Explaining the Unexplained: {A} CLass-Enhanced Attentive Response
{(CLEAR)} Approach to Understanding Deep Neural Networks},
journal = {CoRR},
volume = {abs/1704.04133},
year = {2017},
url = {http://arxiv.org/abs/1704.04133},
eprinttype = {arXiv},
eprint = {1704.04133},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarWT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamachandramLSA17,
author = {Dhanesh Ramachandram and
Michal Lisicki and
Timothy J. Shields and
Mohamed R. Amer and
Graham W. Taylor},
title = {Structure Optimization for Deep Multimodal Fusion Networks using Graph-Induced
Kernels},
journal = {CoRR},
volume = {abs/1707.00750},
year = {2017},
url = {http://arxiv.org/abs/1707.00750},
eprinttype = {arXiv},
eprint = {1707.00750},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RamachandramLSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04552,
author = {Terrance Devries and
Graham W. Taylor},
title = {Improved Regularization of Convolutional Neural Networks with Cutout},
journal = {CoRR},
volume = {abs/1708.04552},
year = {2017},
url = {http://arxiv.org/abs/1708.04552},
eprinttype = {arXiv},
eprint = {1708.04552},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01574,
author = {Devinder Kumar and
Graham W. Taylor and
Alexander Wong},
title = {Opening the Black Box of Financial {AI} with CLEAR-Trade: {A} CLass-Enhanced
Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven
Stock Market Prediction},
journal = {CoRR},
volume = {abs/1709.01574},
year = {2017},
url = {http://arxiv.org/abs/1709.01574},
eprinttype = {arXiv},
eprint = {1709.01574},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10675,
author = {Devinder Kumar and
Graham W. Taylor and
Alexander Wong},
title = {Discovery Radiomics with {CLEAR-DR:} Interpretable Computer Aided
Diagnosis of Diabetic Retinopathy},
journal = {CoRR},
volume = {abs/1710.10675},
year = {2017},
url = {http://arxiv.org/abs/1710.10675},
eprinttype = {arXiv},
eprint = {1710.10675},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00449,
author = {Angus Galloway and
Graham W. Taylor and
Medhat Moussa},
title = {Attacking Binarized Neural Networks},
journal = {CoRR},
volume = {abs/1711.00449},
year = {2017},
url = {http://arxiv.org/abs/1711.00449},
eprinttype = {arXiv},
eprint = {1711.00449},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Neverova0LFCBT16,
author = {Natalia Neverova and
Christian Wolf and
Griffin Lacey and
Lex Fridman and
Deepak Chandra and
Brandon Barbello and
Graham W. Taylor},
title = {Learning Human Identity From Motion Patterns},
journal = {{IEEE} Access},
volume = {4},
pages = {1810--1820},
year = {2016},
url = {https://doi.org/10.1109/ACCESS.2016.2557846},
doi = {10.1109/ACCESS.2016.2557846},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Neverova0LFCBT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/DingT16,
author = {Weiguang Ding and
Graham W. Taylor},
title = {Automatic moth detection from trap images for pest management},
journal = {Comput. Electron. Agric.},
volume = {123},
pages = {17--28},
year = {2016},
url = {https://doi.org/10.1016/j.compag.2016.02.003},
doi = {10.1016/J.COMPAG.2016.02.003},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cea/DingT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NeverovaWTN16,
author = {Natalia Neverova and
Christian Wolf and
Graham W. Taylor and
Florian Nebout},
title = {ModDrop: Adaptive Multi-Modal Gesture Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {38},
number = {8},
pages = {1692--1706},
year = {2016},
url = {https://doi.org/10.1109/TPAMI.2015.2461544},
doi = {10.1109/TPAMI.2015.2461544},
timestamp = {Thu, 27 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/NeverovaWTN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/MaMT16,
author = {He Ma and
Fei Mao and
Graham W. Taylor},
editor = {Fr{\'{e}}d{\'{e}}ric Desprez and
Pierre{-}Fran{\c{c}}ois Dutot and
Christos Kaklamanis and
Loris Marchal and
Korbinian Molitorisz and
Laura Ricci and
Vittorio Scarano and
Miguel A. Vega{-}Rodr{\'{\i}}guez and
Ana Lucia Varbanescu and
Sascha Hunold and
Stephen L. Scott and
Stefan Lankes and
Josef Weidendorfer},
title = {Theano-MPI: {A} Theano-Based Distributed Training Framework},
booktitle = {Euro-Par 2016: Parallel Processing Workshops - Euro-Par 2016 International
Workshops, Grenoble, France, August 24-26, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10104},
pages = {800--813},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-58943-5\_64},
doi = {10.1007/978-3-319-58943-5\_64},
timestamp = {Sun, 12 Nov 2023 02:07:45 +0100},
biburl = {https://dblp.org/rec/conf/europar/MaMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpt/DiCeccoLVCTA16,
author = {Roberto DiCecco and
Griffin Lacey and
Jasmina Vasiljevic and
Paul Chow and
Graham W. Taylor and
Shawki Areibi},
editor = {Yuchen Song and
Shaojun Wang and
Brent Nelson and
Junbao Li and
Yu Peng},
title = {Caffeinated FPGAs: {FPGA} framework For Convolutional Neural Networks},
booktitle = {2016 International Conference on Field-Programmable Technology, {FPT}
2016, Xi'an, China, December 7-9, 2016},
pages = {265--268},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FPT.2016.7929549},
doi = {10.1109/FPT.2016.7929549},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fpt/DiCeccoLVCTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ImT16,
author = {Daniel Jiwoong Im and
Graham W. Taylor},
title = {Learning a metric for class-conditional {KNN}},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {1932--1939},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727436},
doi = {10.1109/IJCNN.2016.7727436},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ImT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LaceyTA16,
author = {Griffin Lacey and
Graham W. Taylor and
Shawki Areibi},
title = {Deep Learning on FPGAs: Past, Present, and Future},
journal = {CoRR},
volume = {abs/1602.04283},
year = {2016},
url = {http://arxiv.org/abs/1602.04283},
eprinttype = {arXiv},
eprint = {1602.04283},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LaceyTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DingT16,
author = {Weiguang Ding and
Graham W. Taylor},
title = {Automatic Moth Detection from Trap Images for Pest Management},
journal = {CoRR},
volume = {abs/1602.07383},
year = {2016},
url = {http://arxiv.org/abs/1602.07383},
eprinttype = {arXiv},
eprint = {1602.07383},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DingT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaMT16,
author = {He Ma and
Fei Mao and
Graham W. Taylor},
title = {Theano-MPI: a Theano-based Distributed Training Framework},
journal = {CoRR},
volume = {abs/1605.08325},
year = {2016},
url = {http://arxiv.org/abs/1605.08325},
eprinttype = {arXiv},
eprint = {1605.08325},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ImT16,
author = {Daniel Jiwoong Im and
Graham W. Taylor},
title = {Learning a metric for class-conditional {KNN}},
journal = {CoRR},
volume = {abs/1607.03050},
year = {2016},
url = {http://arxiv.org/abs/1607.03050},
eprinttype = {arXiv},
eprint = {1607.03050},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ImT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DiCeccoLVCTA16,
author = {Roberto DiCecco and
Griffin Lacey and
Jasmina Vasiljevic and
Paul Chow and
Graham W. Taylor and
Shawki Areibi},
title = {Caffeinated FPGAs: {FPGA} Framework For Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1609.09671},
year = {2016},
url = {http://arxiv.org/abs/1609.09671},
eprinttype = {arXiv},
eprint = {1609.09671},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DiCeccoLVCTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ImMKT16,
author = {Daniel Jiwoong Im and
He Ma and
Chris Dongjoo Kim and
Graham W. Taylor},
title = {Generative Adversarial Parallelization},
journal = {CoRR},
volume = {abs/1612.04021},
year = {2016},
url = {http://arxiv.org/abs/1612.04021},
eprinttype = {arXiv},
eprint = {1612.04021},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ImMKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/ImT15,
author = {Daniel Jiwoong Im and
Graham W. Taylor},
title = {Semisupervised Hyperspectral Image Classification via Neighborhood
Graph Learning},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {12},
number = {9},
pages = {1913--1917},
year = {2015},
url = {https://doi.org/10.1109/LGRS.2015.2438227},
doi = {10.1109/LGRS.2015.2438227},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/ImT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/VeresLT15,
author = {Matthew Veres and
Griffin Lacey and
Graham W. Taylor},
title = {Deep Learning Architectures for Soil Property Prediction},
booktitle = {12th Conference on Computer and Robot Vision, {CRV} 2015, Halifax,
NS, Canada, June 3-5, 2015},
pages = {8--15},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CRV.2015.15},
doi = {10.1109/CRV.2015.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/VeresLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/AbuleilTM15,
author = {Ammar M. Abuleil and
Graham W. Taylor and
Medhat Moussa},
title = {An Integrated System for Mapping Red Clover Ground Cover Using Unmanned
Aerial Vehicles: {A} Case Study in Precision Agriculture},
booktitle = {12th Conference on Computer and Robot Vision, {CRV} 2015, Halifax,
NS, Canada, June 3-5, 2015},
pages = {277--284},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CRV.2015.43},
doi = {10.1109/CRV.2015.43},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/AbuleilTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ImBT15,
author = {Daniel Jiwoong Im and
Ethan Buchman and
Graham W. Taylor},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {An Empirical Investigation of Minimum Probability Flow Learning Under
Different Connectivity Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {483--497},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_30},
doi = {10.1007/978-3-319-23528-8\_30},
timestamp = {Mon, 30 Nov 2020 08:47:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ImBT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ImT15,
author = {Daniel Jiwoong Im and
Graham W. Taylor},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Carlos Soares and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge},
title = {Scoring and Classifying with Gated Auto-Encoders},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9284},
pages = {533--545},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23528-8\_33},
doi = {10.1007/978-3-319-23528-8\_33},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ImT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/DingWMT14,
author = {Weiguang Ding and
Ruoyan Wang and
Fei Mao and
Graham W. Taylor},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Theano-based Large-Scale Visual Recognition with Multiple GPUs},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.2302},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/DingWMT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/ImBT14,
author = {Daniel Jiwoong Im and
Ethan Buchman and
Graham W. Taylor},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Understanding Minimum Probability Flow for RBMs Under Various Kinds
of Dynamics},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.6617},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ImBT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/RudyT14,
author = {Jan Rudy and
Graham W. Taylor},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Generative Class-conditional Autoencoders},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.7009},
timestamp = {Fri, 29 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/RudyT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NeverovaWTN15,
author = {Natalia Neverova and
Christian Wolf and
Graham W. Taylor and
Florian Nebout},
title = {ModDrop: adaptive multi-modal gesture recognition},
journal = {CoRR},
volume = {abs/1501.00102},
year = {2015},
url = {http://arxiv.org/abs/1501.00102},
eprinttype = {arXiv},
eprint = {1501.00102},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NeverovaWTN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RoudiT15,
author = {Yasser Roudi and
Graham W. Taylor},
title = {Learning with hidden variables},
journal = {CoRR},
volume = {abs/1506.00354},
year = {2015},
url = {http://arxiv.org/abs/1506.00354},
eprinttype = {arXiv},
eprint = {1506.00354},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RoudiT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Neverova0LFCBT15,
author = {Natalia Neverova and
Christian Wolf and
Griffin Lacey and
Lex Fridman and
Deepak Chandra and
Brandon Barbello and
Graham W. Taylor},
title = {Learning Human Identity from Motion Patterns},
journal = {CoRR},
volume = {abs/1511.03908},
year = {2015},
url = {http://arxiv.org/abs/1511.03908},
eprinttype = {arXiv},
eprint = {1511.03908},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/Neverova0LFCBT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Neverova0NT15,
author = {Natalia Neverova and
Christian Wolf and
Florian Nebout and
Graham W. Taylor},
title = {Hand Pose Estimation through Weakly-Supervised Learning of a Rich
Intermediate Representation},
journal = {CoRR},
volume = {abs/1511.06728},
year = {2015},
url = {http://arxiv.org/abs/1511.06728},
eprinttype = {arXiv},
eprint = {1511.06728},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Neverova0NT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/JiuWTB14,
author = {Mingyuan Jiu and
Christian Wolf and
Graham W. Taylor and
Atilla Baskurt},
title = {Human body part estimation from depth images via spatially-constrained
deep learning},
journal = {Pattern Recognit. Lett.},
volume = {50},
pages = {122--129},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2013.09.021},
doi = {10.1016/J.PATREC.2013.09.021},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/JiuWTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/NeverovaWTN14,
author = {Natalia Neverova and
Christian Wolf and
Graham W. Taylor and
Florian Nebout},
editor = {Daniel Cremers and
Ian D. Reid and
Hideo Saito and
Ming{-}Hsuan Yang},
title = {Hand Segmentation with Structured Convolutional Learning},
booktitle = {Computer Vision - {ACCV} 2014 - 12th Asian Conference on Computer
Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected
Papers, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9005},
pages = {687--702},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16811-1\_45},
doi = {10.1007/978-3-319-16811-1\_45},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/accv/NeverovaWTN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/DevriesBT14,
author = {Terrance Devries and
Kumar Biswaranjan and
Graham W. Taylor},
title = {Multi-task Learning of Facial Landmarks and Expression},
booktitle = {Canadian Conference on Computer and Robot Vision, {CRV} 2014, Montreal,
QC, Canada, May 6-9, 2014},
pages = {98--103},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CRV.2014.21},
doi = {10.1109/CRV.2014.21},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/DevriesBT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/NeverovaWTN14,
author = {Natalia Neverova and
Christian Wolf and
Graham W. Taylor and
Florian Nebout},
editor = {Lourdes Agapito and
Michael M. Bronstein and
Carsten Rother},
title = {Multi-scale Deep Learning for Gesture Detection and Localization},
booktitle = {Computer Vision - {ECCV} 2014 Workshops - Zurich, Switzerland, September
6-7 and 12, 2014, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8925},
pages = {474--490},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16178-5\_33},
doi = {10.1007/978-3-319-16178-5\_33},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/NeverovaWTN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/JainTATB13,
author = {Arjun Jain and
Jonathan Tompson and
Mykhaylo Andriluka and
Graham W. Taylor and
Christoph Bregler},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Learning Human Pose Estimation Features with Convolutional Networks},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.7302},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JainTATB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DingT14,
author = {Weiguang Ding and
Graham W. Taylor},
title = {"Mental Rotation" by Optimizing Transforming Distance},
journal = {CoRR},
volume = {abs/1406.3010},
year = {2014},
url = {http://arxiv.org/abs/1406.3010},
eprinttype = {arXiv},
eprint = {1406.3010},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DingT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ImT14,
author = {Daniel Jiwoong Im and
Graham W. Taylor},
title = {Scoring and Classifying with Gated Auto-encoders},
journal = {CoRR},
volume = {abs/1412.6610},
year = {2014},
url = {http://arxiv.org/abs/1412.6610},
eprinttype = {arXiv},
eprint = {1412.6610},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ImT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RudyDIT14,
author = {Jan Rudy and
Weiguang Ding and
Daniel Jiwoong Im and
Graham W. Taylor},
title = {Neural Network Regularization via Robust Weight Factorization},
journal = {CoRR},
volume = {abs/1412.6630},
year = {2014},
url = {http://arxiv.org/abs/1412.6630},
eprinttype = {arXiv},
eprint = {1412.6630},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RudyDIT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/Neverova0PSTN13,
author = {Natalia Neverova and
Christian Wolf and
Giulio Paci and
Giacomo Sommavilla and
Graham W. Taylor and
Florian Nebout},
title = {A Multi-scale Approach to Gesture Detection and Recognition},
booktitle = {2013 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2013, Sydney, Australia, December 1-8, 2013},
pages = {484--491},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCVW.2013.69},
doi = {10.1109/ICCVW.2013.69},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/Neverova0PSTN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GuyonDLSTA12,
author = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Daniel L. Silver and
Graham W. Taylor and
David W. Aha},
title = {Analysis of the {IJCNN} 2011 {UTL} challenge},
journal = {Neural Networks},
volume = {32},
pages = {174--178},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2012.02.010},
doi = {10.1016/J.NEUNET.2012.02.010},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/GuyonDLSTA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RanaTSB12,
author = {Mayank Rana and
Graham W. Taylor and
Ian Spiro and
Christoph Bregler},
title = {3D skeletal reconstruction from low-resolution multi-view images},
booktitle = {2012 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition Workshops, Providence, RI, USA, June 16-21, 2012},
pages = {58--63},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPRW.2012.6239238},
doi = {10.1109/CVPRW.2012.6239238},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RanaTSB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SilverGTDL12,
author = {Daniel L. Silver and
Isabelle Guyon and
Graham W. Taylor and
Gideon Dror and
Vincent Lemaire},
editor = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
Daniel L. Silver},
title = {{ICML2011} Unsupervised and Transfer Learning Workshop},
booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
Bellevue, Washington, USA, July 2, 2011},
series = {{JMLR} Proceedings},
volume = {27},
pages = {1--16},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v27/silver12a.html},
timestamp = {Wed, 02 Sep 2020 16:33:18 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SilverGTDL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2011utl,
editor = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
Daniel L. Silver},
title = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
Bellevue, Washington, USA, July 2, 2011},
series = {{JMLR} Proceedings},
volume = {27},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v27/},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2011utl.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2614,
author = {Graham W. Taylor and
Geoffrey E. Hinton},
title = {Products of Hidden Markov Models: It Takes N{\textgreater}1 to Tango},
journal = {CoRR},
volume = {abs/1205.2614},
year = {2012},
url = {http://arxiv.org/abs/1205.2614},
eprinttype = {arXiv},
eprint = {1205.2614},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TaylorHR11,
author = {Graham W. Taylor and
Geoffrey E. Hinton and
Sam T. Roweis},
title = {Two Distributed-State Models For Generating High-Dimensional Time
Series},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1025--1068},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021035},
doi = {10.5555/1953048.2021035},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TaylorHR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TaylorSBF11,
author = {Graham W. Taylor and
Ian Spiro and
Christoph Bregler and
Rob Fergus},
title = {Learning invariance through imitation},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {2729--2736},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995538},
doi = {10.1109/CVPR.2011.5995538},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TaylorSBF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZeilerTF11,
author = {Matthew D. Zeiler and
Graham W. Taylor and
Rob Fergus},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Adaptive deconvolutional networks for mid and high level feature learning},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {2018--2025},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126474},
doi = {10.1109/ICCV.2011.6126474},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZeilerTF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuyonDLTA11,
author = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
David W. Aha},
title = {Unsupervised and transfer learning challenge},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {793--800},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033302},
doi = {10.1109/IJCNN.2011.6033302},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GuyonDLTA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZeilerTSMF11,
author = {Matthew D. Zeiler and
Graham W. Taylor and
Leonid Sigal and
Iain A. Matthews and
Rob Fergus},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann
Machines},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1629--1637},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/d2ed45a52bc0edfa11c2064e9edee8bf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZeilerTSMF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Taylor10,
author = {Graham W. Taylor},
title = {Composable, Distributed-state Models for High-dimensional Time Series},
school = {University of Toronto, Canada},
year = {2010},
url = {http://hdl.handle.net/1807/19238},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Taylor10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TaylorSFH10,
author = {Graham W. Taylor and
Leonid Sigal and
David J. Fleet and
Geoffrey E. Hinton},
title = {Dynamical binary latent variable models for 3D human pose tracking},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {631--638},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5540157},
doi = {10.1109/CVPR.2010.5540157},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TaylorSFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZeilerKTF10,
author = {Matthew D. Zeiler and
Dilip Krishnan and
Graham W. Taylor and
Robert Fergus},
title = {Deconvolutional networks},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {2528--2535},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539957},
doi = {10.1109/CVPR.2010.5539957},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZeilerKTF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/TaylorFLB10,
author = {Graham W. Taylor and
Rob Fergus and
Yann LeCun and
Christoph Bregler},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Convolutional Learning of Spatio-temporal Features},
booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {6316},
pages = {140--153},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15567-3\_11},
doi = {10.1007/978-3-642-15567-3\_11},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/TaylorFLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/WilliamsTSB10,
author = {George Williams and
Graham W. Taylor and
Kirill Smolskiy and
Christoph Bregler},
title = {Body Motion Analysis for Multi-modal Identity Verification},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {2198--2201},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.538},
doi = {10.1109/ICPR.2010.538},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/WilliamsTSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaylorFWSB10,
author = {Graham W. Taylor and
Rob Fergus and
George Williams and
Ian Spiro and
Christoph Bregler},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Pose-Sensitive Embedding by Nonlinear {NCA} Regression},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2280--2288},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/d56b9fc4b0f1be8871f5e1c40c0067e7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TaylorFWSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZeilerTTH09,
author = {Matthew D. Zeiler and
Graham W. Taylor and
Nikolaus F. Troje and
Geoffrey E. Hinton},
title = {Modeling pigeon behavior using a Conditional Restricted Boltzmann
Machine},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-73.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZeilerTTH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaylorH09,
author = {Graham W. Taylor and
Geoffrey E. Hinton},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Factored conditional restricted Boltzmann Machines for modeling motion
style},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1025--1032},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553505},
doi = {10.1145/1553374.1553505},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/TaylorH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TaylorH09,
author = {Graham W. Taylor and
Geoffrey E. Hinton},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Products of Hidden Markov Models: It Takes N{\textgreater}1 to Tango},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {522--529},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0167\_d5a0043e06398cb511c8f822e5d210a2.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/TaylorH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TaylorSA08,
author = {Graham W. Taylor and
Michael L. Seltzer and
Alex Acero},
title = {Maximum a posteriori {ICA:} Applying prior knowledge to the separation
of acoustic sources},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {1821--1824},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4517986},
doi = {10.1109/ICASSP.2008.4517986},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TaylorSA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SutskeverHT08,
author = {Ilya Sutskever and
Geoffrey E. Hinton and
Graham W. Taylor},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {The Recurrent Temporal Restricted Boltzmann Machine},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1601--1608},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/9ad6aaed513b73148b7d49f70afcfb32-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SutskeverHT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijig/TizhooshT06,
author = {Hamid R. Tizhoosh and
Graham W. Taylor},
title = {Reinforced Contrast Adaptation},
journal = {Int. J. Image Graph.},
volume = {6},
number = {3},
pages = {377--392},
year = {2006},
url = {https://doi.org/10.1142/S0219467806002379},
doi = {10.1142/S0219467806002379},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijig/TizhooshT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaylorHR06,
author = {Graham W. Taylor and
Geoffrey E. Hinton and
Sam T. Roweis},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Modeling Human Motion Using Binary Latent Variables},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1345--1352},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/1091660f3dff84fd648efe31391c5524-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TaylorHR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/Taylor04,
author = {Graham W. Taylor},
title = {A Reinforcement Learning Framework for Parameter Control in Computer
Vision Applications},
booktitle = {1st Canadian Conference on Computer and Robot Vision {(CRV} 2004)
17-19 May 2004, London, Ontario, Canada},
pages = {496--503},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CCCRV.2004.1301489},
doi = {10.1109/CCCRV.2004.1301489},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/Taylor04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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