HomeTeaching AI to see the world more like we do
Our new paper analyzes the important ways AI systems organize the visual world differently from humans.
Aligning AI vision models with human knowledge, improves their robustness and ability to generalize. Three examples of the "odd one out" task. Three images of subjects in the natural world are shown in three rows. The first row shows an easy task where humans and models align. The second row shows an example where humans and AI models disagree. The third row shows an example where humans tend to agree, but models make a different choice.
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