AIBullisharXiv – CS AI · Feb 277/104
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Imitation Game: Reproducing Deep Learning Bugs Leveraging an Intelligent Agent
Researchers developed RepGen, an AI-powered tool that automatically reproduces deep learning bugs with an 80.19% success rate, significantly improving upon the current 3% manual reproduction rate. The system uses LLMs to generate reproduction code through an iterative process, reducing debugging time by 56.8% in developer studies.