activationatlas

2019年3月6日 — Activation atlases provide a new way to peer into convolutional vision networks, giving a global, hierarchical, and human-interpretable overview ...

The Activation Atlas is a method for representing processes in an artificial neural network during image recognition.

由 S Carter 著作 · 2019 · 被引用 181 次 — A randomized set of one million images is fed through the network, collecting one random spatial activation per image. The activations are fed ...

A collection of infrastructure and tools for research in neural network interpretability. - lucid/notebooks/activation-atlas/activation-atlas-collect.ipynb ...

2019年3月6日 — Activation atlases build on feature visualization, a technique for studying what the hidden layers of neural networks can represent. Early work ...

Implemented in one code library.

Activation atlases borrow some ideas from neuroscience to try to understand the intermediate image representations of a neural network. When we receive visual ...