most citedBoosting Deep Reinforcement Learning with Semantic Knowledge for Robotic Manipulators

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cs.CV2026

VERSE: Visual Embedding Reduction and Space Exploration. Clustering-Guided Insights for Training Data Enhancement in Visually-Rich Document Understanding

Ignacio de Rodrigo, Alvaro J. Lopez-Lopez, Jaime Boal

This work introduces VERSE, a methodology for analyzing and improving Vision-Language Models applied to Visually-rich Document Understanding by exploring their visual embedding spa…