most citedCoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding

2 citations · 2 across the 3 of their papers we have counts for

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cs.CV2025

Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens

Zeyuan Yang, Xueyang Yu, Delin Chen +2

Vision-language models (VLMs) excel at multimodal understanding, yet their text-only decoding forces them to verbalize visual reasoning, limiting performance on tasks that demand v…

cs.CV2023★ 2 cited

CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding

Junyan Li, Delin Chen, Yining Hong +4

A remarkable ability of human beings resides in compositional reasoning, i.e., the capacity to make "infinite use of finite means". However, current large vision-language foundatio…