Visual attention in MLLMs freezes early during decoding; IVE breaks that inertia by exciting emergent visual tokens and penalizing persistent ones, reducing cognitive relation hallucinations without training.
arXiv preprint arXiv:2308.14972 (2023)
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
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Attention at Rest Stays at Rest: Breaking Visual Inertia for Cognitive Hallucination Mitigation
Visual attention in MLLMs freezes early during decoding; IVE breaks that inertia by exciting emergent visual tokens and penalizing persistent ones, reducing cognitive relation hallucinations without training.