27 citations · 27 across the 4 of their papers we have counts for
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cs.NE2025
LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection
YiMing Yu, Jason Zutty
In machine learning, Neural Architecture Search (NAS) requires domain knowledge of model design and a large amount of trial-and-error to achieve promising performance. Meanwhile, e…
cs.NE2024★ 27 cited
LLM Guided Evolution -- The Automation of Models Advancing Models
Clint Morris, Michael Jurado, Jason Zutty
In the realm of machine learning, traditional model development and automated approaches like AutoML typically rely on layers of abstraction, such as tree-based or Cartesian geneti…