Multimodal neurons in artificial neural networks
OpenAI Blog
March 4, 2021
We’ve discovered neurons in CLIP that respond to the same concept whether presented literally, symbolically, or conceptually. This may explain CLIP’s accuracy in classifying surprising visual renditions of concepts, and is also an important step toward understanding the associations and biases that CLIP and similar models learn.
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Originally published on OpenAI Blog on 3/4/2021