The paper sketches a coarse-to-fine LVLM with local detail enhancement and semantic consistency validation, and claims improved accuracy on GQA, A-OKVQA, and RefCOCO, though the experimental evidence is not presented.
Culture and hallucinations: overview and future directions,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Hierarchical Contextual Grounding LVLM: Enhancing Fine-Grained Visual-Language Understanding with Robust Grounding
The paper sketches a coarse-to-fine LVLM with local detail enhancement and semantic consistency validation, and claims improved accuracy on GQA, A-OKVQA, and RefCOCO, though the experimental evidence is not presented.