136 citations · 219 across the 18 of their papers we have counts for
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cs.LG2022★ 2 cited
Generative structured normalizing flow Gaussian processes applied to spectroscopic data
Natalie Klein, Nishant Panda, Patrick Gasda +1
In this work, we propose a novel generative model for mapping inputs to structured, high-dimensional outputs using structured conditional normalizing flows and Gaussian process reg…
cs.CV2022
Abstract Images Have Different Levels of Retrievability Per Reverse Image Search Engine
Shawn M. Jones, Diane Oyen
Much computer vision research has focused on natural images, but technical documents typically consist of abstract images, such as charts, drawings, diagrams, and schematics. How w…
cs.LG2022★ 2 cited
Robustness to Label Noise Depends on the Shape of the Noise Distribution in Feature Space
Diane Oyen, Michal Kucer, Nick Hengartner +1
Machine learning classifiers have been demonstrated, both empirically and theoretically, to be robust to label noise under certain conditions -- notably the typical assumption is t…