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On the Construction and Implications of Low-Loss Valleys in LoRA-based Bayesian Inference

LoRA-Curve constructs continuous low-loss Bézier valleys between independent LoRA optima, improving Bayesian model averaging and predictive mutual information without sacrificing accuracy.

Daniel Dold, Emanuel Sommer, Julius Kobialka, Oliver Dürr and 1 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 2/5
medium 8/10
strict 1/5