Search Results for author: Iain Lee

Found 2 papers, 1 papers with code

dpVAEs: Fixing Sample Generation for Regularized VAEs

no code implementations24 Nov 2019 Riddhish Bhalodia, Iain Lee, Shireen Elhabian

This decoupling enables the use of VAE regularizers on the representation space without impacting the distribution used for sample generation, and thereby reaping the representation learning benefits of the regularizations without sacrificing the sample generation.

Representation Learning

PageNet: Page Boundary Extraction in Historical Handwritten Documents

3 code implementations5 Sep 2017 Chris Tensmeyer, Brian Davis, Curtis Wigington, Iain Lee, Bill Barrett

When digitizing a document into an image, it is common to include a surrounding border region to visually indicate that the entire document is present in the image.

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