ML Anthology

High-Low Frequency Detectors

Ludwig Schubert, Chelsea Voss, Nick Cammarata, Gabriel Goh, Chris Olah
Distill 2021
doi:10.23915/distill.00024.005 /distill/2021/schubert2021distill-highlow/

Abstract

Distill articles are interactive publications and do not include traditional abstracts. This summary was written for the ML Anthology. Analyzes early-vision neurons in InceptionV1 that respond to directional transitions between high and low spatial frequencies, characterizing a previously undocumented family of feature detectors.

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Cite

Text

Schubert et al. "High-Low Frequency Detectors." Distill, 2021. doi:10.23915/distill.00024.005

Markdown

[Schubert et al. "High-Low Frequency Detectors." Distill, 2021.](https://mlanthology.org/distill/2021/schubert2021distill-highlow/) doi:10.23915/distill.00024.005

BibTeX

@article{schubert2021distill-highlow,
  title     = {{High-Low Frequency Detectors}},
  author    = {Schubert, Ludwig and Voss, Chelsea and Cammarata, Nick and Goh, Gabriel and Olah, Chris},
  journal   = {Distill},
  year      = {2021},
  doi       = {10.23915/distill.00024.005},
  url       = {https://mlanthology.org/distill/2021/schubert2021distill-highlow/}
}