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Stuart Russell: The Foundations of Artificial Intelligence
The Gradient: Perspectives on AI
Object Recognition Deep Learning
The other thing that I find interesting and again potentially exciting is the difference between what seems to be happening in just object recognition deep learning. So, you know, you make your 80 layer resnet and you train it on image net data. And there's some evidence that actually it's often not even looking at the object at all. It's just learned that that particular type of dog always sits on this particular color of carpet. If there's enough blue sky in the right places and it must be a parachute, or in the case of C410, right? If there's one, if this one pixel is gray, it's definitely an aircraft. Right.
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