2 papers
cs.LG2026
AVA-VLA: Improving Vision-Language-Action models with Active Visual Attention
Lei Xiao, Jifeng Li, Juntao Gao +6
Vision-Language-Action (VLA) models have shown remarkable progress in embodied tasks recently, but most methods process visual observations independently at each timestep. This his…
cs.CV2025
VRSA: Jailbreaking Multimodal Large Language Models through Visual Reasoning Sequential Attack
Shiji Zhao, Shukun Xiong, Yao Huang +7
Multimodal Large Language Models (MLLMs) are widely used in various fields due to their powerful cross-modal comprehension and generation capabilities. However, more modalities bri…