1 citations · 1 across the 2 of their papers we have counts for
3 papers
AutoMATES: Automated Model Assembly from Text, Equations, and Software
Adarsh Pyarelal, Marco A. Valenzuela-Escarcega, Rebecca Sharp +6
Models of complicated systems can be represented in different ways - in scientific papers, they are represented using natural language text as well as equations. But to be of real…
Meta-Learning Initializations for Image Segmentation
Sean M. Hendryx, Andrew B. Leach, Paul D. Hein +1
We extend first-order model agnostic meta-learning algorithms (including FOMAML and Reptile) to image segmentation, present a novel neural network architecture built for fast learn…
Inter-sentence Relation Extraction for Associating Biological Context with Events in Biomedical Texts
Enrique Noriega-Atala, Paul D. Hein, Shraddha S. Thumsi +3
We present an analysis of the problem of identifying biological context and associating it with biochemical events in biomedical texts. This constitutes a non-trivial, inter-senten…