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FDSML: Formula-Driven Supervised Metric Learning with Parameter-Aware Triplet Loss

Pre-trains vision models from formula parameters using metric learning instead of classification.

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

arxiv.org/abs/2610.39423cs.CV · cs.AI · cs.LG · cs.NE

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