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cs.LG2025
Efficient Triple Modular Redundancy for Reliability Enhancement of DNNs Using Explainable AI
Kimia Soroush, Nastaran Shirazi, Mohsen Raji
Deep Neural Networks (DNNs) are widely employed in safety-critical domains, where ensuring their reliability is essential. Triple Modular Redundancy (TMR) is an effective technique…
cs.LG2025
Compressing Deep Neural Networks Using Explainable AI
Kimia Soroush, Mohsen Raji, Behnam Ghavami
Deep neural networks (DNNs) have demonstrated remarkable performance in many tasks but it often comes at a high computational cost and memory usage. Compression techniques, such as…