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DARDA: Domain-Aware Real-Time Dynamic Adaptation of Edge-Assisted Neural Networks
Adapting DNNs to data corruptions, ensuring efficiency in dynamic and unpredictable conditions while avoiding catastrophic forgetting Background: In the dynamic world of mobile edge computing, DNNs often face the challenge of dealing with sudden data corruptions, which can severely degrade their performance. Traditional methods for unsupervised domain...
Published: 7/11/2025   |   Inventor(s): Shahriar Rifat, Francesco Restuccia, Jonathan Ashdown, Kurt Turck
Keywords(s): Dynamic Adaptation of Nueral Networks
Category(s): Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Computing Methods