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schwettmann authored Apr 14, 2024
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Expand Up @@ -170,7 +170,7 @@ <h3 class="subtitle is-5" style="text-align: left;">Visualizing Dataset Exemplar
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<h3 class="subtitle is-5" style="text-align: left;">Generating Synthetic Test Images</h3>
<p>In addition to using real-world stimuli as inputs to the system it is trying to interpret, MAIA can generate additional synthetic inputs that test specific dimensions of a system's selectivity. MAIA uses the <code>text_to_image</code> function to call a pretrained text-guided diffusion model on prompts it writes. These prompts can test specific hypotheses about the neuron's selectivities, such as in the example of the tennis ball neuron below.</p><br>
<p>In addition to using real-world stimuli as inputs to the system it is trying to interpret, MAIA can generate additional synthetic inputs that test specific dimensions of a system's selectivity. MAIA uses the <code>text2image</code> function to call a pretrained text-guided diffusion model on prompts it writes. These prompts can test specific hypotheses about the neuron's selectivities, such as in the example of the tennis ball neuron below.</p><br>

<div style="display: flex; justify-content: center; width: 100%; "margin-top: 5px;">
<img src="./static/figures/synthetic_exemplars_gif.gif" alt="Synthetic Exemplars" style="width: 95%; height: auto;" />
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