no code implementations • 28 Feb 2023 • Jeff Orchard, Russell Jarvis
Vector Symbolic Architectures (VSAs) are a powerful framework for representing compositional reasoning.
no code implementations • 26 Oct 2019 • Jeff Orchard, Wei Sun
This paper studies this phenomenon, and proposes a simple solution that promotes the generation of input samples that resemble the training inputs.
no code implementations • 6 Apr 2019 • Aftab Anjum, Fengyang Sun, Lin Wang, Jeff Orchard
Neuro-encoded expression programming(NEEP) that aims to offer a novel continuous representation of combinatorial encoding for genetic programming methods is proposed in this paper.
no code implementations • ICLR 2018 • Rey Wiyatno, Jeff Orchard
We introduce a network that has the capacity to do both classification and reconstruction by adding a "style memory" to the output layer of the network.
no code implementations • 19 Dec 2017 • Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan
Analysis of retinal fundus images is essential for eye-care physicians in the diagnosis, care and treatment of patients.