Mechanism-level reproduction of Google's Nested Learning (HOPE) architecture (HOPE blocks, CMS, and Self‑Modifying TITANs), matching the quality bar set by lucidrains' TITAN reference while remaining ...

Abstract: To cope with real-world dynamics, an intelligent system needs to incrementally acquire, update, accumulate, and exploit knowledge throughout its lifetime. This ability, known as continual ...

Abstract: Vulnerability detection has significantly improved with the advent of machine learning and deep learning techniques, particularly in natural language processing. However, the development of ...

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