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% Use http://www.martin-thoma.de/arxiv.php for arxiv citations
@Misc{Priv_Comm_Person_PCA_Model,
author = {Tiziana A. Gelmi Candusso},
howpublished = {{Private Communication}},
year = {2015},
address = {Anytown, MN, USA},
comment = {We talked about items x, y, and z and he showed me that x = z.},
institution = {Big Corporation},
}
@incollection{Berrar2019,
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publisher = {Elsevier},
pages = {542--545},
author = {Daniel Berrar},
title = {Cross-Validation},
booktitle = {Encyclopedia of Bioinformatics and Computational Biology}
}
@article{Schaffer1993,
doi = {10.1007/bf00993106},
url = {https://doi.org/10.1007/bf00993106},
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number = {1},
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journal = {Machine Learning}
}
@article{beery2019efficient,
title={Efficient Pipeline for Camera Trap Image Review},
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journal={arXiv preprint arXiv:1907.06772},
year={2019}
}
@article{Fennell2022,
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year = {2022},
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author = {Mitchell Fennell and Christopher Beirne and A. Cole Burton},
title = {Use of object detection in camera trap image identification: Assessing a method to rapidly and accurately classify human and animal detections for research and application in recreation ecology},
journal = {Global Ecology and Conservation}
}
@article{rs15010170,
AUTHOR = {Kupidura, Przemysław and Lesisz, Katarzyna},
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JOURNAL = {Remote Sensing},
VOLUME = {15},
YEAR = {2023},
NUMBER = {1},
ARTICLE-NUMBER = {170},
URL = {https://www.mdpi.com/2072-4292/15/1/170},
ISSN = {2072-4292}
}
@inproceedings{Blum:1998,
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}
@inproceedings{Ozdemir2020,
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booktitle = {2020 Innovations in Intelligent Systems and Applications Conference ({ASYU})}
}
@misc{ratner2017data,
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year={2017},
eprint={1605.07723},
archivePrefix={arXiv},
primaryClass={stat.ML}
}
@misc{lee2021surrogate,
title={A surrogate loss function for optimization of $F_\beta$ score in binary classification with imbalanced data},
author={Namgil Lee and Heejung Yang and Hojin Yoo},
year={2021},
eprint={2104.01459},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
@article{Shorten2019,
doi = {10.1186/s40537-019-0197-0},
url = {https://doi.org/10.1186/s40537-019-0197-0},
year = {2019},
month = jul,
publisher = {Springer Science and Business Media {LLC}},
volume = {6},
number = {1},
author = {Connor Shorten and Taghi M. Khoshgoftaar},
title = {A survey on Image Data Augmentation for Deep Learning},
journal = {Journal of Big Data}
}
@article{sundararajan:2017,
author = {Mukund Sundararajan AND Ankur Taly AND Qiqi Yan},
title = {Axiomatic Attribution for Deep Networks},
journal = {CoRR},
volume = {abs/1703.01365},
version = {1},
date = {2017-03-04},
eprinttype = {arxiv},
eprintclass = {cs.LG},
eprint = {http://arxiv.org/abs/1703.01365v2},
url = {http://arxiv.org/abs/1703.01365v2},
year = {2017},
}
@article{Szegedy:2014,
title = {Going Deeper with Convolutions},
author = {Szegedy, Christian and Liu, Wei and Jia, Yangqing and Sermanet, Pierre and Reed, Scott E. and Anguelov, Dragomir and Erhan, Dumitru and Vanhoucke, Vincent and Rabinovich, Andrew},
year = {2014},
journal = {CoRR}
}
@misc{Smith:2017,
title={Cyclical Learning Rates for Training Neural Networks},
author={Leslie N. Smith},
year={2017},
eprint={1506.01186},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
@misc{dosovitskiy2021image,
title={An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale},
author={Alexey Dosovitskiy and Lucas Beyer and Alexander Kolesnikov and Dirk Weissenborn and Xiaohua Zhai and Thomas Unterthiner and Mostafa Dehghani and Matthias Minderer and Georg Heigold and Sylvain Gelly and Jakob Uszkoreit and Neil Houlsby},
year={2021},
eprint={2010.11929},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
@misc{vaswani2017attention,
title={Attention Is All You Need},
author={Ashish Vaswani and Noam Shazeer and Niki Parmar and Jakob Uszkoreit and Llion Jones and Aidan N. Gomez and Lukasz Kaiser and Illia Polosukhin},
year={2017},
eprint={1706.03762},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
@article{Alshammari2022,
doi = {10.1155/2022/3998193},
url = {https://doi.org/10.1155/2022/3998193},
year = {2022},
month = jul,
publisher = {Hindawi Limited},
volume = {2022},
pages = {1--10},
author = {Hamoud Alshammari and Karim Gasmi and Ibtihel Ben Ltaifa and Moez Krichen and Lassaad Ben Ammar and Mahmood A. Mahmood},
editor = {Abdul Rehman Javed},
title = {Olive Disease Classification Based on Vision Transformer and {CNN} Models},
journal = {Computational Intelligence and Neuroscience}
}
@article{Murray2021,
doi = {10.1111/1365-2656.13515},
url = {https://doi.org/10.1111/1365-2656.13515},
year = {2021},
month = may,
publisher = {Wiley},
volume = {90},
number = {8},
pages = {1973--1984},
author = {Maureen H. Murray and Mason Fidino and Elizabeth W. Lehrer and Juniper L. Simonis and Seth B. Magle},
title = {A multi-state occupancy model to non-invasively monitor visible signs of wildlife health with camera traps that accounts for image quality},
journal = {Journal of Animal Ecology}
}
@article{Norouzzadeh2018,
author = {Mohammad Sadegh Norouzzadeh and Anh Nguyen and Margaret Kosmala and Alexandra Swanson and Meredith S. Palmer and Craig Packer and Jeff Clune},
title = {Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning},
journal = {Proceedings of the National Academy of Sciences},
volume = {115},
number = {25},
pages = {E5716-E5725},
year = {2018},
doi = {10.1073/pnas.1719367115},
URL = {https://www.pnas.org/doi/abs/10.1073/pnas.1719367115},
eprint = {https://www.pnas.org/doi/pdf/10.1073/pnas.1719367115},
}
@inproceedings{Yosinski2014,
author = {Yosinski, Jason and Clune, Jeff and Bengio, Yoshua and Lipson, Hod},
booktitle = {Advances in Neural Information Processing Systems},
editor = {Z. Ghahramani and M. Welling and C. Cortes and N. Lawrence and K.Q. Weinberger},
pages = {},
publisher = {Curran Associates, Inc.},
title = {How transferable are features in deep neural networks?},
url = {https://proceedings.neurips.cc/paper_files/paper/2014/file/375c71349b295fbe2dcdca9206f20a06-Paper.pdf},
volume = {27},
year = {2014}
}
@misc{kingma2017adam,
title={Adam: A Method for Stochastic Optimization},
author={Diederik P. Kingma and Jimmy Ba},
year={2017},
eprint={1412.6980},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
@Misc{C469Meeting,
author = {Tiziana A. Gelmi Candusso},
howpublished = {{CMPUT 469 Meeting}},
year = {2023}
}
@misc{ba:2014,
author = {Jimmy Ba AND Volodymyr Mnih AND Koray Kavukcuoglu},
title = {Multiple Object Recognition with Visual Attention},
version = {2},
date = {2014-12-24},
year = {2014},
eprinttype = {arxiv},
eprintclass = {cs.LG, cs.CV, cs.NE},
eprint = {http://arxiv.org/abs/1412.7755v2},
url = {http://arxiv.org/abs/1412.7755v2}
}
@inproceedings{DBLP:BeeryHP18,
author = {Sara Beery and
Grant Van Horn and
Pietro Perona},
title = {Recognition in Terra Incognita},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XVI}},
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year = {2018},
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doi = {10.1007/978-3-030-01270-0\_28},
timestamp = {Mon, 08 Oct 2018 17:08:07 +0200},
biburl = {https://dblp.org/rec/bib/conf/eccv/BeeryHP18},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{HeZRS15,
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eprinttype = {arXiv},
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timestamp = {Wed, 25 Jan 2023 11:01:16 +0100},
biburl = {https://dblp.org/rec/journals/corr/HeZRS15.bib},
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@article{TrLr,
author = {Fuzhen Zhuang and
Zhiyuan Qi and
Keyu Duan and
Dongbo Xi and
Yongchun Zhu and
Hengshu Zhu and
Hui Xiong and
Qing He},
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year = {2019},
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eprinttype = {arXiv},
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timestamp = {Sat, 29 Aug 2020 18:19:14 +0200},
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year = {2022},
month = may,
publisher = {Springer Science and Business Media {LLC}},
volume = {18},
number = {3},
pages = {299--309},
author = {Sungbo Hwang and Hyun Kil Shin and Jin Moon Park and Bosun Kwon and Myung-Gyun Kang},
title = {Classification of dog skin diseases using deep learning with images captured from multispectral imaging device},
journal = {Molecular and Cellular Toxicology}
}
@article{RedmonDGF15,
author = {Joseph Redmon and
Santosh Kumar Divvala and
Ross B. Girshick and
Ali Farhadi},
title = {You Only Look Once: Unified, Real-Time Object Detection},
journal = {CoRR},
volume = {abs/1506.02640},
year = {2015},
url = {http://arxiv.org/abs/1506.02640},
eprinttype = {arXiv},
eprint = {1506.02640},
timestamp = {Mon, 13 Aug 2018 16:48:08 +0200},
biburl = {https://dblp.org/rec/journals/corr/RedmonDGF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{WANG2022100646,
title = {Accurate detection of dairy cow mastitis with deep learning technology: a new and comprehensive detection method based on infrared thermal images},
journal = {animal},
volume = {16},
number = {10},
pages = {100646},
year = {2022},
issn = {1751-7311},
doi = {https://doi.org/10.1016/j.animal.2022.100646},
url = {https://www.sciencedirect.com/science/article/pii/S1751731122002038},
author = {Y. Wang and X. Kang and Z. He and Y. Feng and G. Liu},
keywords = {Cattle, Computer vision, Infrared thermography, Mastitis diagnosis, Temperature difference}
}
@article{HuangLW16a,
author = {Gao Huang and
Zhuang Liu and
Kilian Q. Weinberger},
title = {Densely Connected Convolutional Networks},
journal = {CoRR},
volume = {abs/1608.06993},
year = {2016},
url = {http://arxiv.org/abs/1608.06993},
eprinttype = {arXiv},
eprint = {1608.06993},
timestamp = {Mon, 10 Sep 2018 15:49:32 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangLW16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}