Evaluating the Impact of Compression Techniques on the Robustness of CNNs under Natural Corruptions

Itallo Patrick Castro Alves Da Silva, Emanuel Adler Medeiros Pereira, Erick de Andrade Barboza +2

Compressed deep learning models are crucial for deploying computer vision systems on resource-constrained devices. However, model compression may affect robustness, especially unde…