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Intelligent Layer Sharing (ILASH): A Predictive Neural Architecture Search Framework for Multi-Task Applications

Artificial intelligence (AI) is widely used in various fields including healthcare, autonomous vehicles, robotics, traffic monitoring, and agriculture. Many modern AI applications in these fields are multi-tasking in nature (i.e. perform multiple analyses on the same data) and are deployed on resour...

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Principais autores: Md Hafizur Rahman, Zafaryab Haider, Md Mashfiq Rizvee, Sumaiya Shomaji, Prabuddha Chakraborty
פורמט: Artigo
שפה:Inglês
יצא לאור: IEEE 2025-01-01
סדרה:IEEE Access
נושאים:
Deep learning
multitask learning
neural architecture search (NAS)
גישה מקוונת:https://ieeexplore.ieee.org/document/11091315/
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