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Liam Gallagher

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#artificial intelligence Preprint Oct 2026

Have I Scene This Before? Spatially Grounded Conversational Memory for Complex Queries in Egocentric Assistants

Egocentric assistants must connect what users say with what they see across long interaction histories. We formalize this challenge as Spatially grounded Conversational Reasoning (SpaCR): cross-scene, recall-oriented, and counterfactual spatial queries that combine user-stated facts with geometric evidence. Direct visi...

Jiazhou Liang, Liam Gallagher, Kiko Chen et al. · 0 citations

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