Research

Stay on top of the latest in data science
and artificial intelligence research

PUBLISH YOUR RESEARCH

A Practical Guide to Graph Neural Networks

Graph neural networks (GNNs) have recently grown in popularity in the fi...
10/11/2020 ∙ by Isaac Ronald Ward, et al. ∙ 335 ∙ share

read it
A Survey of the State of Explainable AI for Natural Language Processing

Recent years have seen important advances in the quality of state-of-the...
10/01/2020 ∙ by Marina Danilevsky, et al. ∙ 322 ∙ share

read it
Fourier Neural Operator for Parametric Partial Differential Equations

The classical development of neural networks has primarily focused on le...
10/18/2020 ∙ by Zongyi Li, et al. ∙ 166 ∙ share

read it
Fast Fourier Transformation for Optimizing Convolutional Neural Networks in Object Recognition

This paper proposes to use Fast Fourier Transformation-based U-Net (a re...
10/08/2020 ∙ by Varsha Nair, et al. ∙ 132 ∙ share

read it
Counterfactual Explanations for Machine Learning: A Review

Machine learning plays a role in many deployed decision systems, often i...
10/20/2020 ∙ by Sahil Verma, et al. ∙ 108 ∙ share

read it
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators

Graph Neural Networks (GNNs) have exploded onto the machine learning sce...
09/30/2020 ∙ by Sergi Abadal, et al. ∙ 103 ∙ share

read it
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

Background and Objective: Deep learning enables tremendous progress in m...
10/07/2020 ∙ by Alain Jungo, et al. ∙ 101 ∙ share

read it
Efficient Kernel Transfer in Knowledge Distillation

Knowledge distillation is an effective way for model compression in deep...
09/30/2020 ∙ by Qi Qian, et al. ∙ 77 ∙ share

read it
Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges

We present a brief history of the field of interpretable machine learnin...
10/19/2020 ∙ by Christoph Molnar, et al. ∙ 76 ∙ share

read it
Deep Learning in the Era of Edge Computing: Challenges and Opportunities

The era of edge computing has arrived. Although the Internet is the back...
10/17/2020 ∙ by Mi Zhang, et al. ∙ 73 ∙ share

read it
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning

The performance of deep learning-based methods strongly relies on the nu...
09/28/2020 ∙ by Pochuan Wang, et al. ∙ 71 ∙ share

read it

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world