Leixin Zhou | DeepAI

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Featured Co-authors

Yaxing Wang
30 publications
Xiaodong Wu
24 publications
Weiyu Xu
23 publications
Jirong Yi
12 publications
Danny Chen
5 publications
Hui Xie
5 publications
Raghuraman Mudumbai
4 publications
Abhay Shah
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Zhe Pan
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Wenxiang Deng
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Fahim A Zaman
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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...

1 Hui Xie, et al. ∙

∙ 07/02/2020

Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors

Automated surface segmentation is important and challenging in many medi...

0 Leixin Zhou, et al. ∙

∙ 05/19/2020

Unsupervised anomaly localization using VAE and beta-VAE

Variational Auto-Encoders (VAEs) have shown great potential in the unsup...

0 Leixin Zhou, et al. ∙

∙ 06/11/2019

3-D Surface Segmentation Meets Conditional Random Fields

Automated surface segmentation is important and challenging in many medi...

2 Leixin Zhou, et al. ∙

∙ 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...

0 Jirong Yi, et al. ∙

∙ 03/20/2019

Robust Image Segmentation Quality Assessment without Ground Truth

Deep learning based image segmentation methods have achieved great succe...

14 Leixin Zhou, et al. ∙

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