2 papers
cs.CV2026
Gram-Anchored Prompt Learning for Vision-Language Models via Second-Order Statistics
Minglei Chen, Weilong Wang, Jiang Duan +1
Parameter-efficient prompt learning has become the de facto standard for adapting Vision-Language Models (VLMs) to downstream tasks. Existing approaches predominantly focus on alig…
cs.CV2025
DriveAction: A Benchmark for Exploring Human-like Driving Decisions in VLA Models
Yuhan Hao, Zhengning Li, Lei Sun +7
Vision-Language-Action (VLA) models have advanced autonomous driving, but existing benchmarks still lack scenario diversity, reliable action-level annotation, and evaluation protoc…