add chapter sorting mechanism
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7 changed files with 34 additions and 4 deletions
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title = "Deep Learning for Trajectory"
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sort_by = "date"
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sort_by = "none"
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paginate_by = 10
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[extra]
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abbr = "DL4traj"
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use_chapter_sort = true
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Deep learning approaches for analysis and utilization of spatiotemporal trajectories.
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title = "End-to-end Learning of Trajectories"
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date = 2026-02-02
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description = ""
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[extra]
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chapter = "2"
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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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title = "Trajectory Generation"
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date = 2026-02-04
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description = ""
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[extra]
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chapter = "4"
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Trajectory generation, or trajectory synthesis, aims to generate trajectories that are not actually recorded in the available trajectory data, but are still realistic and follow a target distribution.
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title = "Introduction to Deep Learning for Trajectories"
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date = 2026-02-01
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description = ""
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[extra]
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chapter = "1"
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A spatiotemporal trajectory is a sequence, with each item being a timestamped location. It records the movement of an object or a human through time and space.
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title = "Self-supervised Learning of Trajectories"
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date = 2026-02-03
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description = ""
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[extra]
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chapter = "3"
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Self-supervised learning means training a model with unlabeled data, using supervisory signals extracted from the data itself. It usually does not set the model to perform a certain task, but aims to learn task-agnostic information in the data.
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