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07/02/2020
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning
Segmentation of multiple surfaces in medical images is a challenging pro...
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07/02/2020
Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors
Automated surface segmentation is important and challenging in many medi...
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05/19/2020
Unsupervised anomaly localization using VAE and beta-VAE
Variational Auto-Encoders (VAEs) have shown great potential in the unsup...
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06/11/2019
3-D Surface Segmentation Meets Conditional Random Fields
Automated surface segmentation is important and challenging in many medi...
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05/25/2019
Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks
Deep-learning based classification algorithms have been shown to be susc...
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03/20/2019