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. The visualization shows a collection ...

由 S Carter 著作 · 2019 · 被引用 189 次 — A randomized set of one million images is fed through the network, collecting one random spatial activation per image. The activations are fed ...

2023年8月2日 — Activation atlases are a valuable tool for visualizing the space of activations in a neural network. They provide a visual representation of how ...

2024年4月10日 — A collection of infrastructure and tools for research in neural network interpretability.

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(opens ...

2019年3月14日 — 為能對機器視覺有進一步了解，Google與非營利實驗室OpenAI使用了一種稱為「Activation Atlas」的方法，希望能透過分析各個演算法的運作方式， ...

To create a map of important pixels, one can repeatedly feed an architecture with several portions of inputs and compare the respective output, ...