Papers on Understanding and Explaining Neural Networks

This is an on-going attempt to consolidate all interesting efforts in the area of understanding / interpreting / explaining / visualizing neural networks.

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1 GUI tools

1. Deep Visualization

1.1 Survey

[1] LeCun, Yann, Yoshua Bengio, and Geoffrey Hinton. "Deep learning." Nature 521.7553 (2015): 436-444. [pdf] (Three Giants' Survey) ⭐⭐⭐⭐⭐