Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models Paper • 2606.19297 • Published Jun 17 • 80
SLIME: Stabilized Likelihood Implicit Margin Enforcement for Preference Optimization Paper • 2602.02383 • Published Feb 2 • 30