Author

Joon-Young Lee

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Preprint Aug 2026

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding

This work forms an episodic multi-key representation that enables precise retrieval of fine-grained memories through a simple key-matching mechanism, and introduces a neighbor filtering mechanism to capture broader semantic context without the massive computational overhead of global memory construction.

Yeeun Choi, Youngbeom Yoo, Joon-Young Lee et al. · 0 citations