TrustLoRA merges LoRA adapters trained for covariate robustness and semantic OOD detection, improving unified failure detection over single-objective baselines.
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TrustLoRA: Low-Rank Adaptation for Failure Detection under Out-of-distribution Data
TrustLoRA merges LoRA adapters trained for covariate robustness and semantic OOD detection, improving unified failure detection over single-objective baselines.