Zobrazeno 1 - 10
of 170
pro vyhledávání: '"SMITH, MELISSA C."'
High-Performance Computing (HPC) applications need to checkpoint massive amounts of data at scale. Multi-level asynchronous checkpoint runtimes like VELOC (Very Low Overhead Checkpoint Strategy) are gaining popularity among application scientists for
Externí odkaz:
http://arxiv.org/abs/2112.02289
Multi-stage learning is an effective technique to invoke multiple deep-learning modules sequentially. This paper applies multi-stage learning to speech enhancement by using a multi-stage structure, where each stage comprises a self-attention (SA) blo
Externí odkaz:
http://arxiv.org/abs/2102.12078
Autor:
Xu, Linhao, Goode, Ashley B.C., Tipping, Philip W., Smith, Melissa C., Gettys, Lyn A., Knowles, Brittany K., Pokorny, Eileen, Salinas, Luz, DeAngelis, Donald L.
Publikováno v:
In Ecological Modelling January 2024 487
We introduce a novel method to unite deep learning with biology by which generative adversarial networks (GANs) generate transcriptome perturbations and reveal condition-defining gene expression patterns. We find that a generator conditioned to pertu
Externí odkaz:
http://arxiv.org/abs/1907.00118
Autor:
Niu, Sufeng, Chen, Siheng, Guo, Hanyu, Targonski, Colin, Smith, Melissa C., Kovačević, Jelena
In this paper, we introduce a generalized value iteration network (GVIN), which is an end-to-end neural network planning module. GVIN emulates the value iteration algorithm by using a novel graph convolution operator, which enables GVIN to learn and
Externí odkaz:
http://arxiv.org/abs/1706.02416
Publikováno v:
BioControl; Jun2024, Vol. 69 Issue 3, p293-301, 9p
Autor:
Targonski, Colin, Bender, M. Reed, Shealy, Benjamin T., Husain, Benafsh, Paseman, Bill, Smith, Melissa C., Feltus, F. Alex
Publikováno v:
In Patterns 11 September 2020 1(6)
Akademický článek
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Akademický článek
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Autor:
Smith, Melissa C.
Thesis (Ph. D.)--University of Tennessee, Knoxville, 2003.
Title from title page screen (viewed Apr. 26, 2004). Thesis advisor: Gregory D. Peterson. Document formatted into pages (xiv, 193 p. : ill. (some col.)). Vita. Includes bibliographical r
Title from title page screen (viewed Apr. 26, 2004). Thesis advisor: Gregory D. Peterson. Document formatted into pages (xiv, 193 p. : ill. (some col.)). Vita. Includes bibliographical r
Externí odkaz:
http://etd.utk.edu/2003/SmithMelissa.pdf