1 week ago · ai

[Paper] Attention-Guided Patch-Wise Sparse Adversarial Attacks on Vision-Language-Action Models

In recent years, Vision-Language-Action (VLA) models in embodied intelligence have developed rapidly. However, existing adversarial attack methods require costl...

1 week ago · ai

[Paper] Do Reasoning Vision-Language Models Inversely Scale in Test-Time Compute? A Distractor-centric Empirical Analysis

How does irrelevant information (i.e., distractors) affect test-time scaling in vision-language models (VLMs)? Prior studies on language models have reported an...