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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

Gaze Object Prediction (GOP) aims to localize and recognize the objects humans attend to, a task crucial for understanding human-centric interactions. However, existing methods are typically trained under a closed-vocabulary paradigm with a fixed label space and evaluated on scene-specific datasets, limiting their appl...

Binglu Wang, Sensen Niu, Ying Chen et al. · 0 citations

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