Zobrazeno 1 - 10
of 144
pro vyhledávání: '"Bui, Justin"'
We present GaSpCT, a novel view synthesis and 3D scene representation method used to generate novel projection views for Computer Tomography (CT) scans. We adapt the Gaussian Splatting framework to enable novel view synthesis in CT based on limited s
Externí odkaz:
http://arxiv.org/abs/2404.03126
The identification of out-of-distribution data is vital to the deployment of classification networks. For example, a generic neural network that has been trained to differentiate between images of dogs and cats can only classify an input as either a
Externí odkaz:
http://arxiv.org/abs/2109.06168
The identification of out-of-distribution content is critical to the successful implementation of neural networks. Watchdog techniques have been developed to support the detection of these inputs, but the performance can be limited by the amount of a
Externí odkaz:
http://arxiv.org/abs/2108.09375
Autor:
Fredieu, C. Tanner, Bui, Justin, Martone, Anthony, Marks II, Robert J., Baylis, Charles, Buehrer, R. Michael
In this paper, we examine the use of a deep multi-layer perceptron model architecture to classify received signal samples as coming from one of four common waveforms, Single Carrier (SC), Single-Carrier Frequency Division Multiple Access (SC-FDMA), O
Externí odkaz:
http://arxiv.org/abs/2108.07339
The field of artificial intelligence (AI) is witnessing a recent upsurge in research, tools development, and deployment of applications. Multiple software companies are shifting their focus to developing intelligent systems; and many others are deplo
Externí odkaz:
http://arxiv.org/abs/2108.01591
Autor:
Bui, Justin, Marks II, Robert J.
Publikováno v:
17th International Conference on Machine Learning and Data Mining, MLDM 2021, New York, USA, July 18-22, 2021 Proceedings, Pages 171-181
Neural networks are largely black boxes. A neural network trained to classify fruit may classify a picture of a giraffe as a banana. A neural network watchdog's job is to identify such inputs, allowing a classifier to disregard such data. We investig
Externí odkaz:
http://arxiv.org/abs/2103.00582
Autor:
Bui, Justin, Marks II, Robert J
Publikováno v:
In Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-484-8, pages 990-996 (2021)
Neural networks have often been described as black boxes. A generic neural network trained to differentiate between kittens and puppies will classify a picture of a kumquat as a kitten or a puppy. An autoencoder watch dog screens trained classifier/r
Externí odkaz:
http://arxiv.org/abs/2010.12754
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Autor:
Corpus, Kaitlin Rae M., Bui, Justin C., Limaye, Aditya M., Pant, Lalit M., Manthiram, Karthish, Weber, Adam Z., Bell, Alexis T.
Publikováno v:
In Joule 21 June 2023 7(6):1289-1307
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