What is a single unit in a vision model actually looking for? Feature visualization answers by synthesizing an image — starting from noise and optimizing it until that unit fires as strongly as possible, until the noise resolves into the patterns the network has learned.
Reproducing Olah et al. (2017) for CNNs and Ghiasi et al. (2022) for Vision Transformers.
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