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Proteus: Incremental Memory Activation for Long-Context Sequence Modeling

Proteus progressively expands memory capacity during long-context modeling to reduce interference and boost retention, consistently improving state-of-the-art memory architectures.

Reza Bayat, Ali Behrouz, Vahab Mirrokni, Aaron Courville

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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AI panel: 12 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 0/5