Artificial Intelligence
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Alexander Soare

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
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 What are some ways to quickly evaluate the potential of a given NN architecture? Jan 14 '20
3 What is a “batch” in batch normalization? Dec 27 '19
3 What amount of ressources is involved in building an image recognition system? Mar 23
2 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 20 '20
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