Search Results for author: Ian Johnson

Found 2 papers, 2 papers with code

Activation Atlas

1 code implementation Distill 2019 Shan Carter, Zan Armstrong, Ludwig Schubert, Ian Johnson, Chris Olah

By using feature inversion to visualize millions of activations from an image classification network, we create an explorable activation atlas of features the network has learned which can reveal how the network typically represents some concepts.

General Classification Image Classification

The Building Blocks of Interpretability

1 code implementation Distill 2018 Chris Olah, Arvind Satyanarayan, Ian Johnson, Shan Carter, Ludwig Schubert, Katherine Ye, Alexander Mordvintsev

In this article, we treat existing interpretability methods as fundamental and composable building blocks for rich user interfaces.

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