Curve Detectors
Every vision model we've explored in detail contains neurons which detect curves. Curve detectors in vision models have been hinted at in the literature as far back as 2013 (see figures in Zeiler & Fergus ), and similar neurons have been studied carefully in neuroscience . We briefly discussed curve in our earlier overview of early vision, but wanted to examine them in more depth. This article is the first part of a three article deep dive into curve detectors: their behavior, how they're built from earlier neurons, and their prevalence across models.
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