337 citations · 429 across the 9 of their papers we have counts for
3 papers · 1 filter
Unsupervised Adversarial Invariance
Ayush Jaiswal, Yue Wu, Wael AbdAlmageed +1
Data representations that contain all the information about target variables but are invariant to nuisance factors benefit supervised learning algorithms by preventing them from le…
Large-Scale Unsupervised Deep Representation Learning for Brain Structure
Ayush Jaiswal, Dong Guo, Cauligi S. Raghavendra +1
Machine Learning (ML) is increasingly being used for computer aided diagnosis of brain related disorders based on structural magnetic resonance imaging (MRI) data. Most of such wor…
CapsuleGAN: Generative Adversarial Capsule Network
Ayush Jaiswal, Wael AbdAlmageed, Yue Wu +1
We present Generative Adversarial Capsule Network (CapsuleGAN), a framework that uses capsule networks (CapsNets) instead of the standard convolutional neural networks (CNNs) as di…