Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models

Jul 1, 2025·
Chung-en (Johnny) Yu
,
Brian Jalaian
,
Nathaniel D Bastian
· 1 min read
Abstract
Hydra is an agentic reasoning approach that enhances adversarial robustness and mitigates hallucinations in Vision-Language Models through multi-agent deliberation and structured reasoning.
Type
Publication
arXiv preprint arXiv:2504.14395

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