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vardaan123 committed Jan 11, 2024
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Expand Up @@ -247,8 +247,7 @@ <h2 class="title is-3">Spatiotemporal attributes give a prior for species distri
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<img src="static/images/correlation_analysis.png" alt="Spatiotemporal attributes give a prior for species distribution" />
<h2 class="subtitle">
Spatiotemporal attributes give a prior for species distribution. <b>(a):</b>
Species probabilities conditioned on day/night for the 10 most frequent species in the
<b>(a):</b> Species probabilities conditioned on day/night for the 10 most frequent species in the
training set (iWildCam2020-WILDS). Animal species demonstrate distinct temporal
preferences for their daily activities, as evidenced by the contrasting probabilities
observed during day and night. <b>(b):</b> Each color square shows the distance between
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can be grouped into six clusters. Most coordinates exhibit an overlap with their
respective cluster centroids at this visualization scale. <b>(d):</b> Each color square shows
the distance between the corresponding validation cluster centroid on x-axis and the
training cluster centroid on y-axis. The correlation peaks along the diagonal
training cluster centroid on y-axis. The correlation peaks along the diagonal.
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<h2 class="title">Citation</h2>
<!-- Please cite our paper if you use our code, data, model or results: -->
<br>
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<pre><code>@article{pahuja2023bringing,
title={Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs},
author={Pahuja, Vardaan and Luo, Weidi and Gu, Yu and Tu, Cheng-Hao and Chen, Hong-You and Berger-Wolf, Tanya and Stewart, Charles and Gao, Song and Chao, Wei-Lun and Su, Yu},
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