Localization in VLMs relies on a containerization mechanism driven by object-aligned tokens and a narrow set of specialized attention heads in early-to-mid or mid-to-late layers.
Eyes wide shut? exploring the visual shortcomings of multi- modal llms
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Mechanisms of Object Localization in Vision-Language Models
Localization in VLMs relies on a containerization mechanism driven by object-aligned tokens and a narrow set of specialized attention heads in early-to-mid or mid-to-late layers.