Low-rank additive experts with dual-scale gating and threat-guided diversification improve multi-perturbation adversarial robustness by routing different threat types through distinct model pathways.
In: NAACL (2025) RoME: Robust Mixture of Low-Rank Experts 17
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RoME: Robust Mixture of Low-Rank Experts against Multiple Adversarial Perturbations
Low-rank additive experts with dual-scale gating and threat-guided diversification improve multi-perturbation adversarial robustness by routing different threat types through distinct model pathways.