Researcher profile
Gabriel Eilertsen
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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A Closer Look at Domain Shift for Deep Learning in Histopathology
2019 · arXiv (Cornell University)
Domain shift is a significant problem in histopathology. There can be large differences in data characteristics of whole-slide images between medical centers and scanners, making generalization of deep learning to unseen data difficult. To gain …
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Standalone Neural ODEs with Sensitivity Analysis
2022 · arXiv (Cornell University)
This paper presents the Standalone Neural ODE (sNODE), a continuous-depth neural ODE model capable of describing a full deep neural network. This uses a novel nonlinear conjugate gradient (NCG) descent optimization scheme for training, where …