Artificial Intelligence
Alexander Soare
  • Member for 3 years, 3 months
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About

I'm in my second year of a PhD in quantum physics but have decided to take a break in order to pursue entrepreneurship. I spend a lot of my time outside of work teaching myself new skills. I am grateful to learn from others who have knowledge that I don't and am always eager to help when the opposite is the case.

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34
Why do CNN's sometimes make highly confident mistakes, and how can one combat this problem?
Jan 28 '20
9
Are there any rules of thumb for having some idea of what capacity a neural network needs to have for a given problem?
Feb 24 '20
7
What are the fundamental differences between VAE and GAN for image generation?
Jan 6
4
Is running more epochs really a direct cause of overfitting?
Dec 28 '19
4
What is a "batch" in batch normalization?
Dec 27 '19
3
What are the consequences of layer norm vs batch norm?
Apr 13
3
Why are the landmark retrieval and facial recognition literature so divergent?
Mar 3
3
In GradCAM, why is activation strength considered an indicator of relevant regions?
Nov 20 '20
3
If the point of the ResNet skip connection is to let the main path learn the residual relative to identity, why are there convolutional skips?
Mar 19 '20
3
What are some ways to quickly evaluate the potential of a given NN architecture?
Jan 14 '20
Top network posts
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26
What's the current status of the Vehicle Routing Problem in the logistics industry?
20
How to get allocated GPU spec in Google Colab
14
VSCode is not saving changes in Jupyter Notebook (unless I run the cells with changes)
13
Why can't scikit-learn SVM solve two concentric circles?
12
How to terminate current colab session from notebook cell

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