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Recent research on weight poisoning attacks on pre-trained models in the area of NLP may transfer to the context of Computer Vision, where the usage...

Are Computer Vision Models Vulnerable to Weight Poisoning Attacks?

Are Computer Vision Models Vulnerable to Weight Poisoning Attacks?
Recent research on weight poisoning attacks on pre-trained models in the area of NLP may transfer to the context of Computer Vision, where the usage of pre-trained weights is widespread.
xspliner is an R package that helps explain black box ML models. In this presentation, you will learn what PDP curves and GLMs are and...

xspliner: An R Package to Build Explainable Surrogate ML Models

xspliner: An R Package to Build Explainable Surrogate ML Models
xspliner is an R package that helps explain black box ML models. In this presentation, you will learn what PDP curves and GLMs are and how you can calculate them based on black box models. I'll then show you a specific use-case for xspliner.
 7 July 2020
In this presentation we present how to make use of the latest technical advancements in computer vision with an R setup even if they are...

Fast.ai in R: How to Make a Computer Vision Model within an R Environment

Fast.ai in R: How to Make a Computer Vision Model within an R Environment
In this presentation we present how to make use of the latest technical advancements in computer vision with an R setup even if they are originally implemented in Python.