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Out-of-distribution (OOD) learning often relies heavily on statistical approaches or predefined assumptions about OOD data distributions, hindering their efficacy in addressing multifaceted challenges of OOD generalization and OOD detection in real-w
Externí odkaz:
http://arxiv.org/abs/2408.07772
Autor:
Waagen, Donald, Rainey, Katie, Gantert, Jamie, Gray, David, King, Megan, Thompson, M. Shane, Barton, Jonathan, Waldron, Will, Livingston, Samantha, Hulsey, Don
Deep learning architectures have demonstrated state-of-the-art performance for object classification and have become ubiquitous in commercial products. These methods are often applied without understanding (a) the difficulty of a classification task
Externí odkaz:
http://arxiv.org/abs/1907.04223
Autor:
Desai, Aishwarya, Thomas, Donna, Abbott, Katharine, Maskell, Olivia, Rainey, Katie, Richards, Jarrod
Publikováno v:
In Future Healthcare Journal June 2019 6 Supplement 2:s5-s5
Akademický článek
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Autor:
Pham, Tien, Solomon, Latasha, Hohil, Myron E., Ward, Chris M., Borden, Sam, Rainey, Katie, Hobbs, Stephen
Publikováno v:
Proceedings of SPIE; April 2021, Vol. 11746 Issue: 1 p117462R-117462R-13, 11628752p
Autor:
Burrows, Samuel, Asby, Claire, Ibitoye, Sarah E, Dodd, James, Joughin, Andrea, Crees, Amy, Jones, Zoe, Rainey, Katie
Publikováno v:
In Future Healthcare Journal October 2020 7(3):e85-e87
Publikováno v:
Proceedings of SPIE; April 2020, Vol. 11413 Issue: 1 p114130I-114130I-9, 1027180p
Autor:
Pham, Tien, Solomon, Latasha, Rainey, Katie, Huangal, David, Dale, Jeffrey, Hurt, J. Alex, Bajkowski, Trevor M., Keller, James M., Scott, Grant J., Price, Stanton R.
Publikováno v:
Proceedings of SPIE; April 2020, Vol. 11413 Issue: 1 p114131L-114131L-11, 11298981p
Publikováno v:
Proceedings of SPIE; April 2020, Vol. 11413 Issue: 1 p114131Y-114131Y-7, 1027187p
Autor:
Pham, Tien, Solomon, Latasha, Rainey, Katie, Doak, Justin E., Smith, Michael R., Ingram, Joey B.
Publikováno v:
Proceedings of SPIE; April 2020, Vol. 11413 Issue: 1 p114131W-114131W-17, 11298987p