2 papers
cs.LG2026
Enhancing Geometric Perception in VLMs via Translator-Guided Reinforcement Learning
Hao Yu, Shuning Jia, Guanghao Li +2
Vision-language models (VLMs) often struggle with geometric reasoning due to their limited perception of fundamental diagram elements. To tackle this challenge, we introduce GeoPer…
cs.CV2025
ComRoPE: Scalable and Robust Rotary Position Embedding Parameterized by Trainable Commuting Angle Matrices
Hao Yu, Tangyu Jiang, Shuning Jia +7
The Transformer architecture has revolutionized various regions since it was proposed, and its effectiveness largely depends on the ability to encode positional information. Tradit…