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#artificial intelligence Preprint Sep 2026

Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies

Answering questions about long videos often requires connecting events involving the same objects across hours or days. Chronological descriptions and text-derived entities can leave physical identity unresolved: different objects may share a description, while observations of the same object remain disconnected across...

Hui-Hui Ren, Lei Fan, Henry Pao et al. · 0 citations
Jul 2026

Open-Vocabulary Gaze Object Prediction: Benchmark and Method

This work proposes a framework that leverages text-driven object discovery to localize potential gaze candidates, with a gaze-guided selection module to pinpoint the intended target from the candidate objects, and introduces Gradient-Informed Selection Tuning (GIST) to selectively update parameters most relevant to a g...

Bing-Lu Wang, Sensen Niu, Ying Chen et al. · 0 citations

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