Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models
An agentic reasoning approach for enhancing robustness and reducing hallucinations in vision-language models.
Jul 1, 2025
ORCA: Agentic Reasoning For Hallucination and Adversarial Robustness in Vision-Language Models
An agentic reasoning framework for improving factual accuracy and adversarial robustness in vision-language models.
Jan 15, 2025
Agentic Reasoning for Robust Vision Systems via Increased Test-Time Compute
A training-free agentic reasoning framework achieving 40% accuracy gains on visual reasoning benchmarks through increased test-time compute.
Jan 15, 2025
Mitigating Large Vision-Language Model Hallucination at Post-hoc via Multi-agent System
Oct 1, 2024