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28
research
∙ 09/28/2022

Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure

Most Graph Neural Networks (GNNs) predict the labels of unseen graphs by...
Shaohua Fan, et al. ∙
tools

Zendo - production grade software for object detection and segmentation

Zendo is DeepAI's computer vision stack: easy-to-use object detection and segmentation. It is designed for production environments and is optimized for speed and accuracy on a small number of training images.
25
research
∙ 09/28/2022

Identifying Differential Equations to predict Blood Glucose using Sparse Identification of Nonlinear Systems

Describing dynamic medical systems using machine learning is a challengi...
David Jödicke, et al. ∙
15
research
∙ 09/28/2022

Causal Proxy Models for Concept-Based Model Explanations

Explainability methods for NLP systems encounter a version of the fundam...
Zhengxuan Wu, et al. ∙
46
research
∙ 09/27/2022

Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances

With the advent of Deep Learning (DL), Super-Resolution (SR) has also be...
Brian Moser, et al. ∙
12
research
∙ 09/28/2022

Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging

Flow analysis carried out using phase contrast cardiac magnetic resonanc...
Emily Chan, et al. ∙
33
research
∙ 09/27/2022

A Survey of Fairness in Medical Image Analysis: Concepts, Algorithms, Evaluations, and Challenges

Fairness, a criterion focuses on evaluating algorithm performance on dif...
Zikang Xu, et al. ∙

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