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willgdjones / HistoVAE

This repository contains work towards HistoVAE: creating meaningful representations of Histopathology images using Variational Autoencoders.
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Interpolation of latent factors #10

Open willgdjones opened 6 years ago

willgdjones commented 6 years ago

This is only relevant for generative models. This would generate interpolations based on the directions of greatest variance as measured by the first two principle components.

smujiang commented 1 year ago

Maybe VAE image embeddings are inperpolatable. Take a look at this one. Vyas, Shantanu, Ting-Ju Chen, Ronak R. Mohanty, Peng Jiang, and Vinayak R. Krishnamurthy. "Latent Embedded Graphs for Image and Shape Interpolation." Computer-Aided Design 140 (2021): 103091.