more flexible implementation of TOC
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3 changed files with 27 additions and 23 deletions
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title = "End-to-end Learning of Spatiotemporal Trajectories"
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title = "End-to-end Learning of Spatiotemporal Trajectories"
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date = 2026-02-02
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date = 2026-02-02
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description = ""
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description = ""
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[extra]
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toc = true
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End-to-end learning means training a model to perform a task from input to output, supervising only on how the output aligns with the task's ground truth.
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End-to-end learning means training a model to perform a task from input to output, supervising only on how the output aligns with the task's ground truth.
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@ -21,6 +18,8 @@ For each category of tasks, we will give a general problem formulation and the g
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> Schema overview of the three categories of end-to-end trajectory learning tasks.
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> Schema overview of the three categories of end-to-end trajectory learning tasks.
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{{ toc() }}
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## Trajectory Prediction
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## Trajectory Prediction
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Recall in the [introduction post](@/dl4traj/introduction/index.md) that a complete trajectory usually records the movement of the target from the beginning to the end of the movement process.
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Recall in the [introduction post](@/dl4traj/introduction/index.md) that a complete trajectory usually records the movement of the target from the beginning to the end of the movement process.
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@ -12,27 +12,31 @@
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<time datetime="{{ page.date }}">{{ page.date | date(format="%B %d, %Y") }}</time>
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<time datetime="{{ page.date }}">{{ page.date | date(format="%B %d, %Y") }}</time>
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{% endif %}
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{% endif %}
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</header>
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</header>
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{% if page.extra.toc | default(value=false) %}
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<nav class="toc">
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<p class="toc-title">Table of Contents</p>
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<ul>
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{% for h2 in page.toc %}
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<li>
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<a href="{{ h2.permalink | safe }}">{{ h2.title }}</a>
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{% if h2.children %}
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<ul>
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{% for h3 in h2.children %}
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<li><a href="{{ h3.permalink | safe }}">{{ h3.title }}</a></li>
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{% endfor %}
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</ul>
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{% endif %}
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</li>
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{% endfor %}
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</ul>
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</nav>
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{% endif %}
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<div class="content">
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<div class="content">
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{{ page.content | safe }}
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{% if page.content is containing("<!--TOC_PLACEHOLDER-->") %}
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{% set parts = page.content | split(pat="<!--TOC_PLACEHOLDER-->") %}
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{{ parts[0] | safe }}
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<nav class="toc">
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<p class="toc-title">Table of Contents</p>
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<ul>
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{% for h2 in page.toc %}
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<li>
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<a href="{{ h2.permalink | safe }}">{{ h2.title }}</a>
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{% if h2.children %}
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<ul>
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{% for h3 in h2.children %}
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<li><a href="{{ h3.permalink | safe }}">{{ h3.title }}</a></li>
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{% endfor %}
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</ul>
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{% endif %}
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</li>
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{% endfor %}
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</ul>
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</nav>
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{{ parts[1] | safe }}
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{% else %}
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{{ page.content | safe }}
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{% endif %}
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</div>
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</div>
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</article>
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</article>
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{% endblock content %}
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{% endblock content %}
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1
templates/shortcodes/toc.html
Normal file
1
templates/shortcodes/toc.html
Normal file
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@ -0,0 +1 @@
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<!--TOC_PLACEHOLDER-->
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