"robustness improvement" Papers

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Robust LLM safeguarding via refusal feature adversarial training

Lei Yu, Virginie Do, Karen Hambardzumyan et al.

ICLR 2025posterarXiv:2409.20089

Transformers Learn Low Sensitivity Functions: Investigations and Implications

Bhavya Vasudeva, Deqing Fu, Tianyi Zhou et al.

ICLR 2025posterarXiv:2403.06925
7
citations

PIDformer: Transformer Meets Control Theory

Tam Nguyen, Cesar Uribe, Tan Nguyen et al.

ICML 2024poster