401 citations · 807 across the 8 of their papers we have counts for
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cs.CV2023
Compositional diversity in visual concept learning
Yanli Zhou, Reuben Feinman, Brenden M. Lake
Humans leverage compositionality to efficiently learn new concepts, understanding how familiar parts can combine together to form novel objects. In contrast, popular computer visio…
cs.CV2019★ 3 cited
Learning a smooth kernel regularizer for convolutional neural networks
Reuben Feinman, Brenden M. Lake
Modern deep neural networks require a tremendous amount of data to train, often needing hundreds or thousands of labeled examples to learn an effective representation. For these ne…