Construct · 1 fields · 1 citations

network dissection: a standalone construct

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networkdissection1 CONSTRUCTNetwork dissectionBAU · COMPUTER VISION

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Computer vision

a method that quantifies the interpretability of units in a vision network by scoring how well each unit's activations align with labeled visual concepts.

In computer vision, network dissection refers to a method that quantifies the interpretability of units in a vision network by scoring how well each unit's activations align with labeled visual concepts. This meaning comes from Bau (2017) in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).[1]

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Nearby constructs

network4 fields · 6 citationsjingle · one word, four constructspattern recognition4 fields · 4 citationsjingle · one word, four constructspattern4 fields · 5 citationsjingle · one word, four constructs

References

  1. Bau, D., Zhou, B., Khosla, A., Oliva, A., & Torralba, A. (2017). Network Dissection: Quantifying Interpretability of Deep Visual Representations. 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/cvpr.2017.354

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