Search Results for author: Robert F. Murphy

Found 3 papers, 1 papers with code

Learning Generative Models of Tissue Organization with Supervised GANs

1 code implementation31 Mar 2020 Ligong Han, Robert F. Murphy, Deva Ramanan

A key step in understanding the spatial organization of cells and tissues is the ability to construct generative models that accurately reflect that organization.

Image Generation

Deciding when to stop: Efficient stopping of active learning guided drug-target prediction

no code implementations9 Apr 2015 Maja Temerinac-Ott, Armaghan W. Naik, Robert F. Murphy

By analyzing the performance of the regression model on simulated data, we design stopping criteria for previously unseen experimental matrices.

Active Learning regression

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