Isaac Ronald Ward | DeepAI

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∙ 10/17/2022

Improving Contrastive Learning on Visually Homogeneous Mars Rover Images

Contrastive learning has recently demonstrated superior performance to s...

0 Isaac Ronald Ward, et al. ∙

∙ 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...

9 Isaac Ronald Ward, et al. ∙

∙ 10/11/2020

A Practical Guide to Graph Neural Networks

Graph neural networks (GNNs) have recently grown in popularity in the fi...

342 Isaac Ronald Ward, et al. ∙

∙ 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...

7 Isaac Ronald Ward, et al. ∙

∙ 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...

2 Isaac Ronald Ward, et al. ∙

∙ 04/25/2019

Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements

Optical flow techniques are becoming increasingly performant and robust ...

5 Benjamin Allaert, et al. ∙

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