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20122026
most citedDeep Roots: Improving CNN Efficiency with Hierarchical Filter Groups

312 citations · 676 across the 20 of their papers we have counts for

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Showing 2018Show all

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astro-ph.EP2018★ 77 cited

Scientific Domain Knowledge Improves Exoplanet Transit Classification with Deep Learning

Megan Ansdell, Yani Ioannou, Hugh P. Osborn +5

Space-based missions such as Kepler, and soon TESS, provide large datasets that must be analyzed efficiently and systematically. Recent work by Shallue & Vanderburg (2018) successf…