SAGE-CP: Marginal coverage can hide route-conditional failures in adaptive VLM ensembles.
Read the original at arxiv.org→arXiv:2610.23864v1 Announce Type: new Abstract: Adaptive VLM ensembles save computation by stopping early on easy images and escalating harder ones. Although a single conformal threshold can make the final predictor...
Original headline: "SAGE-CP: When Marginal Coverage Hides Route-Conditional Failures in Adaptive VLM Ensembles"
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- Oct 20, 04:00 UTC arXiv cs.LG lead source SAGE-CP: When Marginal Coverage Hides Route-Conditional Failures in Adaptive VLM Ensembles