IC-Seg is a new agentic framework using multi-turn clarification and Hi-GRPO hierarchical optimization to resolve ambiguous queries in referring video object segmentation while maintaining performance on standard benchmarks.
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$\textit{Don't Guess, Just Ask}$: Resolving Ambiguity in Referring Segmentation via Multi-turn Clarification
IC-Seg is a new agentic framework using multi-turn clarification and Hi-GRPO hierarchical optimization to resolve ambiguous queries in referring video object segmentation while maintaining performance on standard benchmarks.