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Instance-Specific Augmentation of Brain MRIs with Variational Autoencoders
Jon Middleton, Marko Bauer, Jacob Johansen, Mads Nielsen, Stefan Sommer, and Akshay Pai
Sep 22, 2022 2:34 PM — 2:42 PM
Training beta-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoder
Jianning Li, Jana Fragemann, Seyed-Ahmad Ahmadi, Jens Kleesiek, Jan Egger
Sep 22, 2022 2:26 PM — 2:34 PM
A Study of Representational Properties of Unsupervised Anomaly Detection in Brain MRI
Ayantika Das, Arun Palla, Keerthi Ram, and Mohanasankar Sivaprakasam
Sep 22, 2022 2:18 PM — 2:26 PM
HSIC-InfoGAN Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information
Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O’Neil, and Sotirios A. Tsaftaris
Sep 22, 2022 2:10 PM — 2:18 PM
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