Articles with "semantic darts" as a keyword



Semantic-DARTS: Elevating Semantic Learning for Mobile Differentiable Architecture Search

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Published in 2025 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2024.3462954

Abstract: Differentiable architecture search (DARTS) is a prevailing direction in automatic machine learning, but it may suffer from performance collapse and generalization issues. Recent efforts mitigate them by integrating regularization into architectural parameters or rule-based operations… read more here.

Keywords: classification; search; semantic darts; differentiable architecture ... See more keywords