From vision–language models to structure-aware visual reasoning: foundations, representations, and consistency checking

Xiaoyan Dai

Open source

DOI: 10.3389/frobt.2026.1781874
Published: 2026-06-24
Container: Frontiers in Robotics and AI
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/frobt.2026.1781874,
  title = {From vision–language models to structure-aware visual reasoning: foundations, representations, and consistency checking},
  author = {Xiaoyan Dai},
  year = {2026},
  journal = {Frontiers in Robotics and AI},
  doi = {10.3389/frobt.2026.1781874},
  url = {https://doi.org/10.3389/frobt.2026.1781874}
}

RIS

TY  - JOUR
TI  - From vision–language models to structure-aware visual reasoning: foundations, representations, and consistency checking
AU  - Xiaoyan Dai
PY  - 2026
JO  - Frontiers in Robotics and AI
DO  - 10.3389/frobt.2026.1781874
UR  - https://doi.org/10.3389/frobt.2026.1781874
ER  -

APA

Dai, X. (2026). From vision–language models to structure-aware visual reasoning: foundations, representations, and consistency checking. Frontiers in Robotics and AI. https://doi.org/10.3389/frobt.2026.1781874

Source records

crossref · retrieved 2026-09-25T22:42:42.756Z