Interpreting Layered Neural Networks via Hierarchical Modular Representation

3 October 2018

Papers citing "Interpreting Layered Neural Networks via Hierarchical Modular Representation"

5 / 5 papers shown

Title
Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models Philipp Mondorf Sondre Wold Barbara Plank 34 0 0 02 Oct 2024
Quantifying Local Specialization in Deep Neural Networks Shlomi Hod Daniel Filan Stephen Casper Andrew Critch Stuart J. Russell 62 10 0 13 Oct 2021
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment Michael Chang Sid Kaushik Sergey Levine Thomas L. Griffiths 18 8 0 28 Jun 2021
Clusterability in Neural Networks Daniel Filan Stephen Casper Shlomi Hod Cody Wild Andrew Critch Stuart J. Russell GNN 26 30 0 04 Mar 2021
Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks Róbert Csordás Sjoerd van Steenkiste Jürgen Schmidhuber 37 87 0 05 Oct 2020