3 papers
eess.IV2020
W-Cell-Net: Multi-frame Interpolation of Cellular Microscopy Videos
Rohit Saha, Abenezer Teklemariam, Ian Hsu +1
Deep Neural Networks are increasingly used in video frame interpolation tasks such as frame rate changes as well as generating fake face videos. Our project aims to apply recent ad…
cs.LG2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers
Alex X. Lu, Amy X. Lu, Wiebke Schormann +3
Understanding if classifiers generalize to out-of-sample datasets is a central problem in machine learning. Microscopy images provide a standardized way to measure the generalizati…
q-bio.GN2010
Towards a theoretical understanding of false positives in DNA motif finding
Amin Zia, Alan M. Moses
Detection of false-positive motifs is one of the main causes of low performance in motif finding methods. It is generally assumed that false-positives are mostly due to algorithmic…