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Vector Linking via Cross-Model Local Isometric Consistency

cs.AI · 2026-05-29 · unverdicted · novelty 7.0

A reference-based geometric hashing method recovers cross-model vector correspondences by exploiting local isometric consistency in contrastive embeddings and iteratively bootstrapping from a seed of paired anchors.

Exploring and Exploiting Stability in Latent Flow Matching

cs.LG · 2026-05-08 · unverdicted · novelty 5.0

LFM models exhibit stability to data reduction and capacity shrinkage that is tied to the flow matching objective, enabling reduced-data training and coarse-to-fine inference with over 2x speedup.

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