evidence-driven reasoning 1geo-localization 1landmark bias 1multimodal learning 1vision-language models 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
HoloGeo: Mitigating Landmark Bias in Geo-localization via Evidence-Driven Reasoning
Pengcheng Zhou, Xuanyu Liu, Yanchen Yin +4
The paper introduces HoloGeo, an evidence-driven framework that reduces landmark bias in image geo-localization by encouraging balanced attention to diverse visual cues, and provid…
cs.CR2026
Robust Harmful Features Under Jailbreak Attacks: Mechanistic Evidence from Attention Head Specialization in Large Language Models
Yanchen Yin, Dongqi Han, Linghui Li
Jailbreak attacks bypass LLM safety alignment, yet their mechanisms remain poorly understood. We provide evidence that attacks do not comprehensively eliminate safety features, but…