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Add temporal window stacking for early fusion inputs - #5

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dandarm wants to merge 56 commits into
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codex/add-temporal-component-to-cyclone-model
Open

Add temporal window stacking for early fusion inputs#5
dandarm wants to merge 56 commits into
mainfrom
codex/add-temporal-component-to-cyclone-model

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@dandarm

@dandarm dandarm commented Dec 3, 2025

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Summary

  • introduce a configurable temporal_T parameter and shared selector to build centered temporal windows with fallbacks
  • extend datasets, training, and inference to stack neighboring frames along the channel dimension for early fusion
  • adapt the model stem to accept 3*T channels while keeping the rest of the architecture unchanged and backward-compatible
  • add train_temporal.sh helper to launch temporal training with temporal_T

Testing

  • Not run (not requested)

Codex Task

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