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

29 Oct 2026

Formula-Driven Supervised Learning (FDSL) enables vision pre-training without real images, but existing methods cast pre-training as classification on discretized labels, discarding continuity in the generative process.

Image Classification Image Retrieval

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