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@@ -299,49 +299,52 @@ Marie-Lannelongue</a><sup>2</sup>
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<p>
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<a href="https://arxiv.org/abs/2104.09125" target="_blank">Progressive Encoding for Neural Optimization</a> introduces an idea similar to our windowed position encoding for coarse-to-fine optimization.
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<a href="https://www.albertpumarola.com/research/D-NeRF/index.html" target="_blank">D-NeRF</a> and <a href="https://gvv.mpi-inf.mpg.de/projects/nonrigid_nerf/" target="_blank">NR-NeRF</a>
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both use deformation fields to model non-rigid scenes.
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Some works model videos with a NeRF by directly modulating the density, such as <a href="https://video-nerf.github.io/" target="_blank">Video-NeRF</a>, <a href="https://www.cs.cornell.edu/~zl548/NSFF/" target="_blank">NSFF</a>, and <a href="https://neural-3d-video.github.io/" target="_blank">DyNeRF</a>
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There are probably many more by the time you are reading this. Check out <a href="https://dellaert.github.io/NeRF/" target="_blank">Frank Dellart's survey on recent NeRF papers</a>, and <a href="https://github.com/yenchenlin/awesome-NeRF" target="_blank">Yen-Chen Lin's curated list of NeRF papers</a>.
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<!--/ Concurrent Work. -->
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<section class="section" id="BibTeX">
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<div class="container is-max-desktop content">
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<h2 class="title">BibTeX</h2>
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<pre><code>@article{park2021nerfies,
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author = {Park, Keunhong and Sinha, Utkarsh and Barron, Jonathan T. and Bouaziz, Sofien and Goldman, Dan B and Seitz, Steven M. and Martin-Brualla, Ricardo},
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title = {Nerfies: Deformable Neural Radiance Fields},
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journal = {ICCV},
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year = {2021},
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}</code></pre>
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<footer class="footer">
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<div class="content">
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<h2 class="title is-3">An organization structured into 8 work packages</h2>
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<ul>
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<li>
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<i class="fas fa-database" style="margin-right: 8px;"></i>
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<strong>WP1 – Data collection and governance:</strong> Structuring, accessing and securing health data.
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</li>
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<li>
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<i class="fas fa-cogs" style="margin-right: 8px;"></i>
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<strong>WP2 – Data preprocessing and harmonization:</strong> Standardizing and preparing datasets for model training.
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</li>
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<li>
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<i class="fas fa-brain" style="margin-right: 8px;"></i>
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<strong>WP3 – Foundation model development:</strong> Designing and training large-scale models for health data.
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</li>
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<li>
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<i class="fas fa-vial" style="margin-right: 8px;"></i>
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<strong>WP4 – Use cases in oncology:</strong> Identification of tumor biomarkers and clinical applications.
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<li>
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<i class="fas fa-bacteria" style="margin-right: 8px;"></i>
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<strong>WP5 – Use cases in infectious diseases:</strong> Automatic detection and support for combating antibiotic resistance.
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<i class="fas fa-chart-line" style="margin-right: 8px;"></i>
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<strong>WP6 – Evaluation and benchmarking:</strong> Assessing model performance, robustness and reproducibility.
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<i class="fas fa-network-wired" style="margin-right: 8px;"></i>
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<strong>WP7 – Deployment and infrastructure:</strong> Integration into secure environments and operationalization.
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<i class="fas fa-users" style="margin-right: 8px;"></i>
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<strong>WP8 – Dissemination and collaboration:</strong> Promoting open science, sharing resources and engaging stakeholders.
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<footer class="footer">
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