Alex H. Williams

1 articles · 3 co-authors · latest: 2026-04-23
168 citations · h-index 7 · 19 papersData: Semantic Scholar

We have retold 1 papers by this author. most often about: neural networks, computer vision, Contrastive Learning. 3 co-authors across our retellings.

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When Neural Networks See the World the Same Way
Show the same photo of a cat to two different neural networks, and they often reach a similar conclusion: "cat." But ask them for more detail, and their answers may diverge. One model focuses on the whiskers, another on the coat color, a third on the pose. So even within the "visual" world of neural networks, there's no complete unity.