CORE introduces conflict-oriented reasoning and the Conflict Attribution Corpus to let MLLMs detect multimodal manipulations with strong generalization to unseen types in few-shot or zero-shot settings.
CoRR , volume =
1 Pith paper cite this work, alongside 1 external citations. Polarity classification is still indexing.
1
Pith paper citing it
1
external citations · external index
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
CORE: Conflict-Oriented Reasoning for General Multimodal Manipulation Detection
CORE introduces conflict-oriented reasoning and the Conflict Attribution Corpus to let MLLMs detect multimodal manipulations with strong generalization to unseen types in few-shot or zero-shot settings.