الباحثون

Taiki Miyanishi

المنشورات 2

نسخة أولية وصول مفتوح

Rendering-Free Lookahead for Question-Guided Active Vision

Koya Sakamoto, Daichi Azuma, Shuhei Kurita وآخرون · 2026

Active robot vision requires controlling the camera to reveal task-relevant information that is hidden from the current viewpoint. For example, determining what is inside a box may require raising the camera and looking down into it. For viewpoint-dependent question answering, the challenge is to select camera motions …

نسخة أولية وصول مفتوح

Detect and Suppress: A Mechanistic Defense against Adversarial Patches in VLA Models

Yukiya Horiba, Koshiro Aoki, Shunsuke Yasuki وآخرون · 2026

Adversarial patches can disrupt Vision-Language-Action (VLA) models by manipulating visual observations, leading to failures in robot control. However, it remains poorly understood which internal mechanisms underlie these failures and how targeted interventions can mitigate them. In this work, we mechanistically analyz …

المؤلفون المشاركون