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Shan Carter committed Jan 17, 2019
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6 changes: 3 additions & 3 deletions src/diagrams/Overview.html
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Expand Up @@ -10,7 +10,7 @@ <h4>Individual Neurons</h4>
<div class="diagram">
<LazyImage src="assets/images/manifold-1.jpg" alt="diagram" border={false} />
</div>
<div class="figcaption">Visualizing individual neurons make hidden layers somewhat meaningful, but misses interactions between neurons — it only shows us one-dimensional, orthogonal probes of the high-dimensional activation space.</div>
<div class="figcaption"><a href="https://distill.pub/2017/feature-visualization/#optimization">Visualizing individual neurons</a> make hidden layers somewhat meaningful, but misses interactions between neurons — it only shows us one-dimensional, orthogonal probes of the high-dimensional activation space.</div>
</div>
<div class="section">
<h4>Pairwise Interactions</h4>
Expand All @@ -23,7 +23,7 @@ <h4>Pairwise Interactions</h4>
<div class="diagram">
<LazyImage src="assets/images/manifold-2.jpg" alt="diagram" border={false} />
</div>
<div class="figcaption">Pairwise interactions reveal interaction effects, but they only show two-dimensional slices of a space that has hundreds of dimensions, and many of the combinations are not realistic.</div>
<div class="figcaption"><a href="https://distill.pub/2017/feature-visualization/#interaction">Pairwise interactions</a> reveal interaction effects, but they only show two-dimensional slices of a space that has hundreds of dimensions, and many of the combinations are not realistic.</div>
</div>
<div class="section">
<h4>Spatial Activations</h4>
Expand All @@ -36,7 +36,7 @@ <h4>Spatial Activations</h4>
<div class="diagram">
<LazyImage src="assets/images/manifold-3.jpg" alt="diagram" border={false} />
</div>
<div class="figcaption">Spatial activations show us important combinations of many neurons by sampling the sub-manifold of likely activations, but they are limited to those that occur in the given example image.</div>
<div class="figcaption"><a href="https://distill.pub/2018/building-blocks/#what-does-the-network-see">Spatial activations</a> show us important combinations of many neurons by sampling the sub-manifold of likely activations, but they are limited to those that occur in the given example image.</div>
</div>
<div class="section">
<h4>Activation Atlas</h4>
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