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Guang-Wen Feng

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#artificial intelligence Preprint Sep 2026

CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video

Results support the effectiveness of caption memory for episodic reasoning over long egocentric video in wearable assistants with bounded frame budgets, growing visual-token costs, and long-context retrieval failures.

Dingli Liang, Yi Xie, Yu-Kai Huang et al. · 0 citations