Folded Context Condensation in Path Integral Formalism for Infinite Context Transformers

In this work, we present a generalized formulation of the Transformer algorithm by reinterpreting its core mechanisms within the framework of Path Integral formalism. In this perspective, the attention mechanism is recast as a process that integrates all possible transition paths leading to future t...

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Bibliographic Details
Main Authors: Won-Gi Paeng, Daesuk Kwon, Kyungwon Jeong, Honggyo Suh
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10980327/
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