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20242026
most citedMC-LLaVA: Multi-Concept Personalized Vision-Language Model

3 citations · 3 across the 4 of their papers we have counts for

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cs.RO2026

VEGA: Visual Encoder Grounding Alignment for Spatially-Aware Vision-Language-Action Models

Hao Wang, Xiaobao Wei, Jingyang He +10

Precise spatial reasoning is fundamental to robotic manipulation, yet the visual backbones of current vision-language-action (VLA) models are predominantly pretrained on 2D image d…