research
∙
10/17/2022
Improving Contrastive Learning on Visually Homogeneous Mars Rover Images
Contrastive learning has recently demonstrated superior performance to s...
share
research
∙
12/25/2021
Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?
Explainable Artificial Intelligence (XAI) has been identified as a viabl...
research
∙
10/11/2020
A Practical Guide to Graph Neural Networks
Graph neural networks (GNNs) have recently grown in popularity in the fi...
research
∙
07/22/2019
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques
Object detection from RGB images is a long-standing problem in image pro...
research
∙
04/28/2019
Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function
This work formulates a novel loss term which can be appended to an RGB o...
research
∙
04/25/2019
